id	sid	tid	token	lemma	pos
dpc-5110	1	1	dermatology	dermatology	NOUN
dpc-5110	1	2	:	:	PUNCT
dpc-5110	1	3	practical	practical	ADJ
dpc-5110	1	4	and	and	CCONJ
dpc-5110	1	5	conceptual	conceptual	ADJ
dpc-5110	1	6	original	original	ADJ
dpc-5110	1	7	article	article	NOUN
dpc-5110	1	8	|	|	ADV
dpc-5110	1	9	dermatol	dermatol	ADJ
dpc-5110	1	10	pract	pract	NOUN
dpc-5110	1	11	concept	concept	NOUN
dpc-5110	1	12	.	.	PUNCT
dpc-5110	2	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	2	2	1	1	NUM
dpc-5110	2	3	assessment	assessment	NOUN
dpc-5110	2	4	of	of	ADP
dpc-5110	2	5	a	a	DET
dpc-5110	2	6	smartphone	smartphone	NOUN
dpc-5110	2	7	-	-	PUNCT
dpc-5110	2	8	based	base	VERB
dpc-5110	2	9	neural	neural	ADJ
dpc-5110	2	10	network	network	NOUN
dpc-5110	2	11	application	application	NOUN
dpc-5110	2	12	for	for	ADP
dpc-5110	2	13	the	the	DET
dpc-5110	2	14	risk	risk	NOUN
dpc-5110	2	15	assessment	assessment	NOUN
dpc-5110	2	16	of	of	ADP
dpc-5110	2	17	skin	skin	NOUN
dpc-5110	2	18	lesions	lesion	NOUN
dpc-5110	2	19	under	under	ADP
dpc-5110	2	20	real	real	ADJ
dpc-5110	2	21	-	-	PUNCT
dpc-5110	2	22	world	world	NOUN
dpc-5110	2	23	conditions	condition	NOUN
dpc-5110	2	24	teresa	teresa	PROPN
dpc-5110	2	25	kränke1	kränke1	PROPN
dpc-5110	2	26	,	,	PUNCT
dpc-5110	2	27	philipp	philipp	PROPN
dpc-5110	2	28	efferl1	efferl1	PROPN
dpc-5110	2	29	,	,	PUNCT
dpc-5110	2	30	katharina	katharina	PROPN
dpc-5110	2	31	tripolt	tripolt	PROPN
dpc-5110	2	32	-	-	PUNCT
dpc-5110	2	33	droschl1	droschl1	PROPN
dpc-5110	2	34	,	,	PUNCT
dpc-5110	2	35	rainer	rainer	NOUN
dpc-5110	2	36	hofmann	hofmann	PROPN
dpc-5110	2	37	-	-	PUNCT
dpc-5110	2	38	wellenhof1	wellenhof1	PROPN
dpc-5110	2	39	1	1	NUM
dpc-5110	2	40	department	department	NOUN
dpc-5110	2	41	of	of	ADP
dpc-5110	2	42	dermatology	dermatology	NOUN
dpc-5110	2	43	and	and	CCONJ
dpc-5110	2	44	venereology	venereology	NOUN
dpc-5110	2	45	,	,	PUNCT
dpc-5110	2	46	medical	medical	ADJ
dpc-5110	2	47	university	university	PROPN
dpc-5110	2	48	of	of	ADP
dpc-5110	2	49	graz	graz	PROPN
dpc-5110	2	50	,	,	PUNCT
dpc-5110	2	51	austria	austria	PROPN
dpc-5110	2	52	key	key	ADJ
dpc-5110	2	53	words	word	NOUN
dpc-5110	2	54	:	:	PUNCT
dpc-5110	2	55	dermatology	dermatology	NOUN
dpc-5110	2	56	,	,	PUNCT
dpc-5110	2	57	artificial	artificial	ADJ
dpc-5110	2	58	intelligence	intelligence	NOUN
dpc-5110	2	59	,	,	PUNCT
dpc-5110	2	60	convolutional	convolutional	ADJ
dpc-5110	2	61	neural	neural	ADJ
dpc-5110	2	62	networks	network	NOUN
dpc-5110	2	63	,	,	PUNCT
dpc-5110	2	64	skin	skin	NOUN
dpc-5110	2	65	lesion	lesion	NOUN
dpc-5110	2	66	assessment	assessment	NOUN
dpc-5110	2	67	,	,	PUNCT
dpc-5110	2	68	skin	skin	NOUN
dpc-5110	2	69	cancer	cancer	NOUN
dpc-5110	2	70	citation	citation	NOUN
dpc-5110	2	71	:	:	PUNCT
dpc-5110	2	72	kränke	kränke	PROPN
dpc-5110	2	73	t	t	PROPN
dpc-5110	2	74	,	,	PUNCT
dpc-5110	2	75	efferl	efferl	VERB
dpc-5110	2	76	p	p	NOUN
dpc-5110	2	77	,	,	PUNCT
dpc-5110	2	78	tripolt	tripolt	NOUN
dpc-5110	2	79	-	-	PUNCT
dpc-5110	2	80	droschl	droschl	NOUN
dpc-5110	2	81	k	k	PROPN
dpc-5110	2	82	,	,	PUNCT
dpc-5110	2	83	hofmann	hofmann	PROPN
dpc-5110	2	84	-	-	PUNCT
dpc-5110	2	85	wellenhof	wellenhof	NOUN
dpc-5110	2	86	r.	r.	PROPN
dpc-5110	2	87	assessment	assessment	NOUN
dpc-5110	2	88	of	of	ADP
dpc-5110	2	89	a	a	DET
dpc-5110	2	90	smartphone	smartphone	NOUN
dpc-5110	2	91	-	-	PUNCT
dpc-5110	2	92	based	base	VERB
dpc-5110	2	93	neural	neural	ADJ
dpc-5110	2	94	network	network	NOUN
dpc-5110	2	95	application	application	NOUN
dpc-5110	2	96	for	for	ADP
dpc-5110	2	97	the	the	DET
dpc-5110	2	98	risk	risk	NOUN
dpc-5110	2	99	assessment	assessment	NOUN
dpc-5110	2	100	of	of	ADP
dpc-5110	2	101	skin	skin	NOUN
dpc-5110	2	102	lesions	lesion	NOUN
dpc-5110	2	103	under	under	ADP
dpc-5110	2	104	real	real	ADJ
dpc-5110	2	105	-	-	PUNCT
dpc-5110	2	106	world	world	NOUN
dpc-5110	2	107	conditions	condition	NOUN
dpc-5110	2	108	.	.	PUNCT
dpc-5110	3	1	dermatol	dermatol	NOUN
dpc-5110	3	2	pract	pract	PROPN
dpc-5110	3	3	concept	concept	NOUN
dpc-5110	3	4	.	.	PUNCT
dpc-5110	4	1	2025;15(3):5110	2025;15(3):5110	PROPN
dpc-5110	4	2	.	.	PUNCT
dpc-5110	4	3	doi	doi	PROPN
dpc-5110	4	4	:	:	PUNCT
dpc-5110	4	5	https://doi.org	https://doi.org	PROPN
dpc-5110	4	6	/10.5826	/10.5826	PROPN
dpc-5110	4	7	/	/	SYM
dpc-5110	4	8	dpc.1503a5110	dpc.1503a5110	PROPN
dpc-5110	4	9	accepted	accept	VERB
dpc-5110	4	10	:	:	PUNCT
dpc-5110	4	11	february	february	PROPN
dpc-5110	4	12	5	5	NUM
dpc-5110	4	13	,	,	PUNCT
dpc-5110	4	14	2025	2025	NUM
dpc-5110	4	15	;	;	PUNCT
dpc-5110	4	16	published	publish	VERB
dpc-5110	4	17	:	:	PUNCT
dpc-5110	5	1	july	july	PROPN
dpc-5110	5	2	2025	2025	NUM
dpc-5110	5	3	copyright	copyright	NOUN
dpc-5110	5	4	:	:	PUNCT
dpc-5110	5	5	©	©	PROPN
dpc-5110	5	6	2025	2025	NUM
dpc-5110	5	7	kränke	kränke	NOUN
dpc-5110	5	8	et	et	PROPN
dpc-5110	5	9	al	al	PROPN
dpc-5110	5	10	.	.	PUNCT
dpc-5110	6	1	this	this	PRON
dpc-5110	6	2	is	be	AUX
dpc-5110	6	3	an	an	DET
dpc-5110	6	4	open	open	ADJ
dpc-5110	6	5	-	-	PUNCT
dpc-5110	6	6	access	access	NOUN
dpc-5110	6	7	article	article	NOUN
dpc-5110	6	8	distributed	distribute	VERB
dpc-5110	6	9	under	under	ADP
dpc-5110	6	10	the	the	DET
dpc-5110	6	11	terms	term	NOUN
dpc-5110	6	12	of	of	ADP
dpc-5110	6	13	the	the	DET
dpc-5110	6	14	creative	creative	ADJ
dpc-5110	6	15	commons	common	NOUN
dpc-5110	6	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-5110	6	17	license	license	NOUN
dpc-5110	6	18	(	(	PUNCT
dpc-5110	6	19	by	by	ADP
dpc-5110	6	20	-	-	PUNCT
dpc-5110	6	21	nc-4.0	nc-4.0	NOUN
dpc-5110	6	22	)	)	PUNCT
dpc-5110	6	23	,	,	PUNCT
dpc-5110	6	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-5110	6	25	,	,	PUNCT
dpc-5110	6	26	which	which	PRON
dpc-5110	6	27	permits	permit	VERB
dpc-5110	6	28	unrestricted	unrestricted	ADJ
dpc-5110	6	29	noncommercial	noncommercial	ADJ
dpc-5110	6	30	use	use	NOUN
dpc-5110	6	31	,	,	PUNCT
dpc-5110	6	32	distribution	distribution	NOUN
dpc-5110	6	33	,	,	PUNCT
dpc-5110	6	34	and	and	CCONJ
dpc-5110	6	35	reproduction	reproduction	NOUN
dpc-5110	6	36	in	in	ADP
dpc-5110	6	37	any	any	DET
dpc-5110	6	38	medium	medium	NOUN
dpc-5110	6	39	,	,	PUNCT
dpc-5110	6	40	provided	provide	VERB
dpc-5110	6	41	the	the	DET
dpc-5110	6	42	original	original	ADJ
dpc-5110	6	43	authors	author	NOUN
dpc-5110	6	44	and	and	CCONJ
dpc-5110	6	45	source	source	NOUN
dpc-5110	6	46	are	be	AUX
dpc-5110	6	47	credited	credit	VERB
dpc-5110	6	48	.	.	PUNCT
dpc-5110	7	1	funding	funding	NOUN
dpc-5110	7	2	:	:	PUNCT
dpc-5110	7	3	none	none	NOUN
dpc-5110	7	4	.	.	PUNCT
dpc-5110	8	1	competing	compete	VERB
dpc-5110	8	2	interests	interest	NOUN
dpc-5110	8	3	:	:	PUNCT
dpc-5110	8	4	teresa	teresa	PROPN
dpc-5110	8	5	kränke	kränke	NOUN
dpc-5110	8	6	was	be	AUX
dpc-5110	8	7	employed	employ	VERB
dpc-5110	8	8	by	by	ADP
dpc-5110	8	9	the	the	DET
dpc-5110	8	10	medical	medical	ADJ
dpc-5110	8	11	device	device	NOUN
dpc-5110	8	12	company	company	NOUN
dpc-5110	8	13	(	(	PUNCT
dpc-5110	8	14	medaia	medaia	PROPN
dpc-5110	8	15	gmbh	gmbh	PROPN
dpc-5110	8	16	,	,	PUNCT
dpc-5110	8	17	graz	graz	PROPN
dpc-5110	8	18	,	,	PUNCT
dpc-5110	8	19	austria	austria	PROPN
dpc-5110	8	20	)	)	PUNCT
dpc-5110	8	21	after	after	ADP
dpc-5110	8	22	completion	completion	NOUN
dpc-5110	8	23	of	of	ADP
dpc-5110	8	24	the	the	DET
dpc-5110	8	25	publication	publication	NOUN
dpc-5110	8	26	.	.	PUNCT
dpc-5110	9	1	philipp	philipp	PROPN
dpc-5110	9	2	efferl	efferl	PROPN
dpc-5110	9	3	was	be	AUX
dpc-5110	9	4	employed	employ	VERB
dpc-5110	9	5	by	by	ADP
dpc-5110	9	6	the	the	DET
dpc-5110	9	7	medical	medical	ADJ
dpc-5110	9	8	device	device	NOUN
dpc-5110	9	9	company	company	NOUN
dpc-5110	9	10	(	(	PUNCT
dpc-5110	9	11	medaia	medaia	PROPN
dpc-5110	9	12	gmbh	gmbh	PROPN
dpc-5110	9	13	,	,	PUNCT
dpc-5110	9	14	graz	graz	PROPN
dpc-5110	9	15	,	,	PUNCT
dpc-5110	9	16	austria	austria	PROPN
dpc-5110	9	17	)	)	PUNCT
dpc-5110	9	18	during	during	ADP
dpc-5110	9	19	the	the	DET
dpc-5110	9	20	study	study	NOUN
dpc-5110	9	21	.	.	PUNCT
dpc-5110	10	1	this	this	PRON
dpc-5110	10	2	does	do	AUX
dpc-5110	10	3	not	not	PART
dpc-5110	10	4	alter	alter	VERB
dpc-5110	10	5	our	our	PRON
dpc-5110	10	6	adherence	adherence	NOUN
dpc-5110	10	7	to	to	ADP
dpc-5110	10	8	dermatology	dermatology	NOUN
dpc-5110	10	9	practical	practical	ADJ
dpc-5110	10	10	&	&	CCONJ
dpc-5110	10	11	conceptual	conceptual	ADJ
dpc-5110	10	12	policies	policy	NOUN
dpc-5110	10	13	on	on	ADP
dpc-5110	10	14	sharing	share	VERB
dpc-5110	10	15	data	datum	NOUN
dpc-5110	10	16	and	and	CCONJ
dpc-5110	10	17	materials	material	NOUN
dpc-5110	10	18	.	.	PUNCT
dpc-5110	11	1	the	the	DET
dpc-5110	11	2	remaining	remain	VERB
dpc-5110	11	3	authors	author	NOUN
dpc-5110	11	4	have	have	VERB
dpc-5110	11	5	no	no	DET
dpc-5110	11	6	conflict	conflict	NOUN
dpc-5110	11	7	of	of	ADP
dpc-5110	11	8	interest	interest	NOUN
dpc-5110	11	9	to	to	PART
dpc-5110	11	10	declare	declare	VERB
dpc-5110	11	11	.	.	PUNCT
dpc-5110	12	1	authorship	authorship	NOUN
dpc-5110	12	2	:	:	PUNCT
dpc-5110	12	3	all	all	DET
dpc-5110	12	4	authors	author	NOUN
dpc-5110	12	5	have	have	AUX
dpc-5110	12	6	contributed	contribute	VERB
dpc-5110	12	7	significantly	significantly	ADV
dpc-5110	12	8	to	to	ADP
dpc-5110	12	9	this	this	DET
dpc-5110	12	10	publication	publication	NOUN
dpc-5110	12	11	.	.	PUNCT
dpc-5110	13	1	corresponding	correspond	VERB
dpc-5110	13	2	author	author	NOUN
dpc-5110	13	3	:	:	PUNCT
dpc-5110	13	4	teresa	teresa	PROPN
dpc-5110	13	5	kränke	kränke	PROPN
dpc-5110	13	6	,	,	PUNCT
dpc-5110	13	7	md	md	PROPN
dpc-5110	13	8	,	,	PUNCT
dpc-5110	13	9	department	department	NOUN
dpc-5110	13	10	of	of	ADP
dpc-5110	13	11	dermatology	dermatology	NOUN
dpc-5110	13	12	and	and	CCONJ
dpc-5110	13	13	venereology	venereology	NOUN
dpc-5110	13	14	medical	medical	PROPN
dpc-5110	13	15	university	university	PROPN
dpc-5110	13	16	of	of	ADP
dpc-5110	13	17	graz	graz	PROPN
dpc-5110	13	18	,	,	PUNCT
dpc-5110	13	19	auenbruggerplatz	auenbruggerplatz	NOUN
dpc-5110	13	20	8	8	NUM
dpc-5110	13	21	,	,	PUNCT
dpc-5110	13	22	graz	graz	PROPN
dpc-5110	13	23	,	,	PUNCT
dpc-5110	13	24	austria	austria	PROPN
dpc-5110	13	25	.	.	PUNCT
dpc-5110	14	1	orcid	orcid	PROPN
dpc-5110	15	1	i	i	PRON
dpc-5110	15	2	d	d	NOUN
dpc-5110	15	3	:	:	PUNCT
dpc-5110	15	4	0000	0000	NUM
dpc-5110	15	5	-	-	PUNCT
dpc-5110	15	6	0001	0001	NUM
dpc-5110	15	7	-	-	PUNCT
dpc-5110	15	8	8406	8406	NUM
dpc-5110	15	9	-	-	SYM
dpc-5110	15	10	6063	6063	NUM
dpc-5110	15	11	.	.	PUNCT
dpc-5110	16	1	e	e	X
dpc-5110	16	2	-	-	NOUN
dpc-5110	16	3	mail	mail	NOUN
dpc-5110	16	4	:	:	PUNCT
dpc-5110	16	5	teresa.kraenke@medunigraz.at	teresa.kraenke@medunigraz.at	VERB
dpc-5110	16	6	introduction	introduction	NOUN
dpc-5110	16	7	:	:	PUNCT
dpc-5110	16	8	the	the	DET
dpc-5110	16	9	diagnostic	diagnostic	ADJ
dpc-5110	16	10	performance	performance	NOUN
dpc-5110	16	11	of	of	ADP
dpc-5110	16	12	convolutional	convolutional	ADJ
dpc-5110	16	13	neural	neural	ADJ
dpc-5110	16	14	networks	network	NOUN
dpc-5110	16	15	(	(	PUNCT
dpc-5110	16	16	cnns	cnns	PROPN
dpc-5110	16	17	)	)	PUNCT
dpc-5110	16	18	in	in	ADP
dpc-5110	16	19	diagnosing	diagnose	VERB
dpc-5110	16	20	different	different	ADJ
dpc-5110	16	21	types	type	NOUN
dpc-5110	16	22	of	of	ADP
dpc-5110	16	23	skin	skin	NOUN
dpc-5110	16	24	cancer	cancer	NOUN
dpc-5110	16	25	has	have	AUX
dpc-5110	16	26	been	be	AUX
dpc-5110	16	27	quite	quite	ADV
dpc-5110	16	28	promising	promising	ADJ
dpc-5110	16	29	.	.	PUNCT
dpc-5110	17	1	mobile	mobile	ADJ
dpc-5110	17	2	phone	phone	NOUN
dpc-5110	17	3	applications	application	NOUN
dpc-5110	17	4	with	with	ADP
dpc-5110	17	5	integrated	integrate	VERB
dpc-5110	17	6	artificial	artificial	ADJ
dpc-5110	17	7	intelligence	intelligence	NOUN
dpc-5110	17	8	(	(	PUNCT
dpc-5110	17	9	ai	ai	NOUN
dpc-5110	17	10	)	)	PUNCT
dpc-5110	17	11	are	be	AUX
dpc-5110	17	12	an	an	DET
dpc-5110	17	13	understudied	understudied	ADJ
dpc-5110	17	14	area	area	NOUN
dpc-5110	17	15	.	.	PUNCT
dpc-5110	18	1	objective	objective	NOUN
dpc-5110	18	2	:	:	PUNCT
dpc-5110	18	3	we	we	PRON
dpc-5110	18	4	evaluated	evaluate	VERB
dpc-5110	18	5	the	the	DET
dpc-5110	18	6	risk	risk	NOUN
dpc-5110	18	7	assessment	assessment	NOUN
dpc-5110	18	8	of	of	ADP
dpc-5110	18	9	the	the	DET
dpc-5110	18	10	skinscreener	skinscreener	NOUN
dpc-5110	18	11	(	(	PUNCT
dpc-5110	18	12	medaia	medaia	PROPN
dpc-5110	18	13	gmbh	gmbh	PROPN
dpc-5110	18	14	,	,	PUNCT
dpc-5110	18	15	graz	graz	PROPN
dpc-5110	18	16	,	,	PUNCT
dpc-5110	18	17	austria	austria	PROPN
dpc-5110	18	18	)	)	PUNCT
dpc-5110	18	19	ai	ai	NOUN
dpc-5110	18	20	-	-	PUNCT
dpc-5110	18	21	based	base	VERB
dpc-5110	18	22	algorithm	algorithm	NOUN
dpc-5110	18	23	in	in	ADP
dpc-5110	18	24	comparison	comparison	NOUN
dpc-5110	18	25	with	with	ADP
dpc-5110	18	26	an	an	DET
dpc-5110	18	27	expert	expert	ADJ
dpc-5110	18	28	panel	panel	NOUN
dpc-5110	18	29	of	of	ADP
dpc-5110	18	30	three	three	NUM
dpc-5110	18	31	dermatologists	dermatologist	NOUN
dpc-5110	18	32	.	.	PUNCT
dpc-5110	19	1	methods	method	NOUN
dpc-5110	19	2	:	:	PUNCT
dpc-5110	19	3	in	in	ADP
dpc-5110	19	4	this	this	DET
dpc-5110	19	5	retrospective	retrospective	ADJ
dpc-5110	19	6	single	single	ADJ
dpc-5110	19	7	-	-	PUNCT
dpc-5110	19	8	center	center	NOUN
dpc-5110	19	9	study	study	NOUN
dpc-5110	19	10	at	at	ADP
dpc-5110	19	11	the	the	DET
dpc-5110	19	12	department	department	NOUN
dpc-5110	19	13	of	of	ADP
dpc-5110	19	14	dermatology	dermatology	NOUN
dpc-5110	19	15	and	and	CCONJ
dpc-5110	19	16	venereology	venereology	NOUN
dpc-5110	19	17	in	in	ADP
dpc-5110	19	18	graz	graz	PROPN
dpc-5110	19	19	,	,	PUNCT
dpc-5110	19	20	austria	austria	PROPN
dpc-5110	19	21	.	.	PUNCT
dpc-5110	20	1	photographs	photograph	NOUN
dpc-5110	20	2	of	of	ADP
dpc-5110	20	3	lesions	lesion	NOUN
dpc-5110	20	4	were	be	AUX
dpc-5110	20	5	taken	take	VERB
dpc-5110	20	6	by	by	ADP
dpc-5110	20	7	the	the	DET
dpc-5110	20	8	users	user	NOUN
dpc-5110	20	9	’	’	PART
dpc-5110	20	10	mobile	mobile	ADJ
dpc-5110	20	11	phone	phone	NOUN
dpc-5110	20	12	cameras	camera	NOUN
dpc-5110	20	13	.	.	PUNCT
dpc-5110	21	1	the	the	DET
dpc-5110	21	2	algorithm	algorithm	NOUN
dpc-5110	21	3	allocated	allocate	VERB
dpc-5110	21	4	them	they	PRON
dpc-5110	21	5	to	to	ADP
dpc-5110	21	6	three	three	NUM
dpc-5110	21	7	risk	risk	NOUN
dpc-5110	21	8	classes	class	NOUN
dpc-5110	21	9	.	.	PUNCT
dpc-5110	22	1	blinded	blind	VERB
dpc-5110	22	2	to	to	ADP
dpc-5110	22	3	ai´s	ai´s	PROPN
dpc-5110	22	4	results	result	NOUN
dpc-5110	22	5	,	,	PUNCT
dpc-5110	22	6	the	the	DET
dpc-5110	22	7	images	image	NOUN
dpc-5110	22	8	were	be	AUX
dpc-5110	22	9	evaluated	evaluate	VERB
dpc-5110	22	10	by	by	ADP
dpc-5110	22	11	three	three	NUM
dpc-5110	22	12	dermatologists	dermatologist	NOUN
dpc-5110	22	13	—	—	PUNCT
dpc-5110	22	14	our	our	PRON
dpc-5110	22	15	reference	reference	NOUN
dpc-5110	22	16	standard	standard	NOUN
dpc-5110	22	17	.	.	PUNCT
dpc-5110	23	1	a	a	DET
dpc-5110	23	2	consensus	consensus	NOUN
dpc-5110	23	3	was	be	AUX
dpc-5110	23	4	defined	define	VERB
dpc-5110	23	5	as	as	ADP
dpc-5110	23	6	at	at	ADP
dpc-5110	23	7	least	least	ADJ
dpc-5110	23	8	a	a	DET
dpc-5110	23	9	two	two	NUM
dpc-5110	23	10	-	-	PUNCT
dpc-5110	23	11	thirds	third	NOUN
dpc-5110	23	12	majority	majority	NOUN
dpc-5110	23	13	.	.	PUNCT
dpc-5110	24	1	results	result	NOUN
dpc-5110	24	2	:	:	PUNCT
dpc-5110	24	3	a	a	DET
dpc-5110	24	4	total	total	NOUN
dpc-5110	24	5	of	of	ADP
dpc-5110	24	6	1,428	1,428	NUM
dpc-5110	24	7	skin	skin	NOUN
dpc-5110	24	8	lesions	lesion	NOUN
dpc-5110	24	9	were	be	AUX
dpc-5110	24	10	included	include	VERB
dpc-5110	24	11	.	.	PUNCT
dpc-5110	25	1	in	in	ADP
dpc-5110	25	2	902	902	NUM
dpc-5110	25	3	lesions	lesion	NOUN
dpc-5110	25	4	(	(	PUNCT
dpc-5110	25	5	63.16	63.16	NUM
dpc-5110	25	6	%	%	NOUN
dpc-5110	25	7	)	)	PUNCT
dpc-5110	25	8	,	,	PUNCT
dpc-5110	25	9	there	there	PRON
dpc-5110	25	10	was	be	VERB
dpc-5110	25	11	full	full	ADJ
dpc-5110	25	12	agreement	agreement	NOUN
dpc-5110	25	13	,	,	PUNCT
dpc-5110	25	14	and	and	CCONJ
dpc-5110	25	15	in	in	ADP
dpc-5110	25	16	441	441	NUM
dpc-5110	25	17	lesions	lesion	NOUN
dpc-5110	25	18	(	(	PUNCT
dpc-5110	25	19	30.88	30.88	NUM
dpc-5110	25	20	%	%	NOUN
dpc-5110	25	21	)	)	PUNCT
dpc-5110	25	22	a	a	DET
dpc-5110	25	23	two	two	NUM
dpc-5110	25	24	-	-	PUNCT
dpc-5110	25	25	thirds	third	NOUN
dpc-5110	25	26	majority	majority	NOUN
dpc-5110	25	27	was	be	AUX
dpc-5110	25	28	reached	reach	VERB
dpc-5110	25	29	.	.	PUNCT
dpc-5110	26	1	eighty	eighty	NUM
dpc-5110	26	2	-	-	PUNCT
dpc-5110	26	3	five	five	NUM
dpc-5110	26	4	lesions	lesion	NOUN
dpc-5110	26	5	(	(	PUNCT
dpc-5110	26	6	5.69	5.69	NUM
dpc-5110	26	7	%	%	NOUN
dpc-5110	26	8	)	)	PUNCT
dpc-5110	26	9	had	have	VERB
dpc-5110	26	10	to	to	PART
dpc-5110	26	11	be	be	AUX
dpc-5110	26	12	discussed	discuss	VERB
dpc-5110	26	13	in	in	ADP
dpc-5110	26	14	a	a	DET
dpc-5110	26	15	joint	joint	ADJ
dpc-5110	26	16	review	review	NOUN
dpc-5110	26	17	process	process	NOUN
dpc-5110	26	18	.	.	PUNCT
dpc-5110	27	1	the	the	DET
dpc-5110	27	2	tested	test	VERB
dpc-5110	27	3	algorithm	algorithm	NOUN
dpc-5110	27	4	reached	reach	VERB
dpc-5110	27	5	a	a	DET
dpc-5110	27	6	sensitivity	sensitivity	NOUN
dpc-5110	27	7	of	of	ADP
dpc-5110	27	8	76.9	76.9	NUM
dpc-5110	27	9	%	%	NOUN
dpc-5110	27	10	(	(	PUNCT
dpc-5110	27	11	95	95	NUM
dpc-5110	27	12	%	%	NOUN
dpc-5110	27	13	ci	ci	NOUN
dpc-5110	27	14	:	:	PUNCT
dpc-5110	27	15	71.7	71.7	NUM
dpc-5110	27	16	%	%	NOUN
dpc-5110	27	17	–	–	PUNCT
dpc-5110	27	18	81.5	81.5	NUM
dpc-5110	27	19	%	%	NOUN
dpc-5110	27	20	)	)	PUNCT
dpc-5110	27	21	and	and	CCONJ
dpc-5110	27	22	a	a	DET
dpc-5110	27	23	specificity	specificity	NOUN
dpc-5110	27	24	of	of	ADP
dpc-5110	27	25	80.9	80.9	NUM
dpc-5110	27	26	%	%	NOUN
dpc-5110	27	27	(	(	PUNCT
dpc-5110	27	28	95	95	NUM
dpc-5110	27	29	%	%	NOUN
dpc-5110	27	30	ci	ci	NOUN
dpc-5110	27	31	:	:	PUNCT
dpc-5110	27	32	78.5%–83.2	78.5%–83.2	NUM
dpc-5110	27	33	%	%	NOUN
dpc-5110	27	34	)	)	PUNCT
dpc-5110	27	35	.	.	PUNCT
dpc-5110	28	1	overall	overall	ADJ
dpc-5110	28	2	accuracy	accuracy	NOUN
dpc-5110	28	3	results	result	NOUN
dpc-5110	28	4	were	be	AUX
dpc-5110	28	5	77.2	77.2	NUM
dpc-5110	28	6	%	%	NOUN
dpc-5110	28	7	.	.	PUNCT
dpc-5110	29	1	conclusions	conclusion	NOUN
dpc-5110	29	2	:	:	PUNCT
dpc-5110	29	3	our	our	PRON
dpc-5110	29	4	results	result	NOUN
dpc-5110	29	5	indicate	indicate	VERB
dpc-5110	29	6	that	that	SCONJ
dpc-5110	29	7	the	the	DET
dpc-5110	29	8	tested	test	VERB
dpc-5110	29	9	mobile	mobile	ADJ
dpc-5110	29	10	phone	phone	NOUN
dpc-5110	29	11	algorithm	algorithm	NOUN
dpc-5110	29	12	is	be	AUX
dpc-5110	29	13	a	a	DET
dpc-5110	29	14	valuable	valuable	ADJ
dpc-5110	29	15	tool	tool	NOUN
dpc-5110	29	16	for	for	ADP
dpc-5110	29	17	the	the	DET
dpc-5110	29	18	correct	correct	ADJ
dpc-5110	29	19	risk	risk	NOUN
dpc-5110	29	20	classification	classification	NOUN
dpc-5110	29	21	of	of	ADP
dpc-5110	29	22	various	various	ADJ
dpc-5110	29	23	skin	skin	NOUN
dpc-5110	29	24	lesions	lesion	NOUN
dpc-5110	29	25	.	.	PUNCT
dpc-5110	30	1	as	as	SCONJ
dpc-5110	30	2	expected	expect	VERB
dpc-5110	30	3	,	,	PUNCT
dpc-5110	30	4	its	its	PRON
dpc-5110	30	5	performance	performance	NOUN
dpc-5110	30	6	is	be	AUX
dpc-5110	30	7	worse	bad	ADJ
dpc-5110	30	8	than	than	ADP
dpc-5110	30	9	in	in	ADP
dpc-5110	30	10	a	a	DET
dpc-5110	30	11	professional	professional	ADJ
dpc-5110	30	12	setting	setting	NOUN
dpc-5110	30	13	.	.	PUNCT
dpc-5110	31	1	nonetheless	nonetheless	ADV
dpc-5110	31	2	,	,	PUNCT
dpc-5110	31	3	the	the	DET
dpc-5110	31	4	use	use	NOUN
dpc-5110	31	5	of	of	ADP
dpc-5110	31	6	these	these	DET
dpc-5110	31	7	applications	application	NOUN
dpc-5110	31	8	on	on	ADP
dpc-5110	31	9	mobile	mobile	ADJ
dpc-5110	31	10	phones	phone	NOUN
dpc-5110	31	11	should	should	AUX
dpc-5110	31	12	raise	raise	VERB
dpc-5110	31	13	awareness	awareness	NOUN
dpc-5110	31	14	of	of	ADP
dpc-5110	31	15	skin	skin	NOUN
dpc-5110	31	16	cancer	cancer	NOUN
dpc-5110	31	17	and	and	CCONJ
dpc-5110	31	18	encourage	encourage	VERB
dpc-5110	31	19	users	user	NOUN
dpc-5110	31	20	to	to	PART
dpc-5110	31	21	deal	deal	VERB
dpc-5110	31	22	more	more	ADV
dpc-5110	31	23	intensively	intensively	ADV
dpc-5110	31	24	with	with	ADP
dpc-5110	31	25	preventive	preventive	ADJ
dpc-5110	31	26	measures	measure	NOUN
dpc-5110	31	27	.	.	PUNCT
dpc-5110	32	1	in	in	ADP
dpc-5110	32	2	light	light	NOUN
dpc-5110	32	3	of	of	ADP
dpc-5110	32	4	our	our	PRON
dpc-5110	32	5	results	result	NOUN
dpc-5110	32	6	,	,	PUNCT
dpc-5110	32	7	these	these	DET
dpc-5110	32	8	applications	application	NOUN
dpc-5110	32	9	are	be	AUX
dpc-5110	32	10	also	also	ADV
dpc-5110	32	11	reliable	reliable	ADJ
dpc-5110	32	12	for	for	ADP
dpc-5110	32	13	use	use	NOUN
dpc-5110	32	14	by	by	ADP
dpc-5110	32	15	non	non	NOUN
dpc-5110	32	16	-	-	NOUN
dpc-5110	32	17	professionals	professional	NOUN
dpc-5110	32	18	.	.	PUNCT
dpc-5110	33	1	abstract	abstract	ADJ
dpc-5110	33	2	2	2	NUM
dpc-5110	33	3	original	original	ADJ
dpc-5110	33	4	article	article	NOUN
dpc-5110	33	5	|	|	ADV
dpc-5110	33	6	dermatol	dermatol	ADJ
dpc-5110	33	7	pract	pract	NOUN
dpc-5110	33	8	concept	concept	NOUN
dpc-5110	33	9	.	.	PUNCT
dpc-5110	34	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	34	2	introduction	introduction	NOUN
dpc-5110	34	3	skin	skin	NOUN
dpc-5110	34	4	cancer	cancer	NOUN
dpc-5110	34	5	represents	represent	VERB
dpc-5110	34	6	a	a	DET
dpc-5110	34	7	significant	significant	ADJ
dpc-5110	34	8	burden	burden	NOUN
dpc-5110	34	9	on	on	ADP
dpc-5110	34	10	public	public	ADJ
dpc-5110	34	11	health	health	NOUN
dpc-5110	34	12	concerns	concern	NOUN
dpc-5110	34	13	.	.	PUNCT
dpc-5110	35	1	melanoma	melanoma	NOUN
dpc-5110	35	2	is	be	AUX
dpc-5110	35	3	reported	report	VERB
dpc-5110	35	4	to	to	PART
dpc-5110	35	5	be	be	AUX
dpc-5110	35	6	among	among	ADP
dpc-5110	35	7	the	the	DET
dpc-5110	35	8	most	most	ADV
dpc-5110	35	9	rapidly	rapidly	ADV
dpc-5110	35	10	rising	rise	VERB
dpc-5110	35	11	forms	form	NOUN
dpc-5110	35	12	of	of	ADP
dpc-5110	35	13	cancer	cancer	NOUN
dpc-5110	35	14	worldwide	worldwide	ADV
dpc-5110	35	15	,	,	PUNCT
dpc-5110	35	16	with	with	ADP
dpc-5110	35	17	a	a	DET
dpc-5110	35	18	continuous	continuous	ADJ
dpc-5110	35	19	increase	increase	NOUN
dpc-5110	35	20	in	in	ADP
dpc-5110	35	21	incidence	incidence	NOUN
dpc-5110	35	22	rates	rate	NOUN
dpc-5110	35	23	,	,	PUNCT
dpc-5110	35	24	particularly	particularly	ADV
dpc-5110	35	25	in	in	ADP
dpc-5110	35	26	fair	fair	ADJ
dpc-5110	35	27	-	-	PUNCT
dpc-5110	35	28	skinned	skinned	ADJ
dpc-5110	35	29	people	people	NOUN
dpc-5110	35	30	.	.	PUNCT
dpc-5110	36	1	despite	despite	SCONJ
dpc-5110	36	2	advancements	advancement	NOUN
dpc-5110	36	3	in	in	ADP
dpc-5110	36	4	early	early	ADJ
dpc-5110	36	5	detection	detection	NOUN
dpc-5110	36	6	,	,	PUNCT
dpc-5110	36	7	melanoma	melanoma	NOUN
dpc-5110	36	8	is	be	AUX
dpc-5110	36	9	still	still	ADV
dpc-5110	36	10	the	the	DET
dpc-5110	36	11	leading	lead	VERB
dpc-5110	36	12	cause	cause	NOUN
dpc-5110	36	13	of	of	ADP
dpc-5110	36	14	skin	skin	NOUN
dpc-5110	36	15	cancer	cancer	NOUN
dpc-5110	36	16	-	-	PUNCT
dpc-5110	36	17	related	relate	VERB
dpc-5110	36	18	deaths	death	NOUN
dpc-5110	36	19	[	[	X
dpc-5110	36	20	1,2	1,2	NUM
dpc-5110	36	21	]	]	PUNCT
dpc-5110	36	22	.	.	PUNCT
dpc-5110	37	1	furthermore	furthermore	ADV
dpc-5110	37	2	,	,	PUNCT
dpc-5110	37	3	the	the	DET
dpc-5110	37	4	incidence	incidence	NOUN
dpc-5110	37	5	of	of	ADP
dpc-5110	37	6	keratinocyte	keratinocyte	NOUN
dpc-5110	37	7	carcinomas	carcinoma	NOUN
dpc-5110	37	8	(	(	PUNCT
dpc-5110	37	9	kc	kc	PROPN
dpc-5110	37	10	)	)	PUNCT
dpc-5110	37	11	is	be	AUX
dpc-5110	37	12	expected	expect	VERB
dpc-5110	37	13	to	to	PART
dpc-5110	37	14	double	double	VERB
dpc-5110	37	15	in	in	ADP
dpc-5110	37	16	germany	germany	PROPN
dpc-5110	37	17	in	in	ADP
dpc-5110	37	18	the	the	DET
dpc-5110	37	19	next	next	ADJ
dpc-5110	37	20	few	few	ADJ
dpc-5110	37	21	years	year	NOUN
dpc-5110	38	1	[	[	X
dpc-5110	38	2	3	3	NUM
dpc-5110	38	3	]	]	PUNCT
dpc-5110	38	4	.	.	PUNCT
dpc-5110	39	1	methods	method	NOUN
dpc-5110	39	2	for	for	ADP
dpc-5110	39	3	the	the	DET
dpc-5110	39	4	early	early	ADJ
dpc-5110	39	5	detection	detection	NOUN
dpc-5110	39	6	of	of	ADP
dpc-5110	39	7	any	any	DET
dpc-5110	39	8	kind	kind	NOUN
dpc-5110	39	9	of	of	ADP
dpc-5110	39	10	skin	skin	NOUN
dpc-5110	39	11	cancer	cancer	NOUN
dpc-5110	39	12	(	(	PUNCT
dpc-5110	39	13	total	total	ADJ
dpc-5110	39	14	body	body	NOUN
dpc-5110	39	15	photography	photography	NOUN
dpc-5110	39	16	,	,	PUNCT
dpc-5110	39	17	(	(	PUNCT
dpc-5110	39	18	sequential	sequential	ADJ
dpc-5110	39	19	digital	digital	ADJ
dpc-5110	39	20	)	)	PUNCT
dpc-5110	39	21	dermoscopy	dermoscopy	NOUN
dpc-5110	39	22	,	,	PUNCT
dpc-5110	39	23	reflectance	reflectance	NOUN
dpc-5110	39	24	confocal	confocal	ADJ
dpc-5110	39	25	microscopy	microscopy	NOUN
dpc-5110	39	26	)	)	PUNCT
dpc-5110	39	27	has	have	AUX
dpc-5110	39	28	enormously	enormously	ADV
dpc-5110	39	29	improved	improve	VERB
dpc-5110	39	30	and	and	CCONJ
dpc-5110	39	31	are	be	AUX
dpc-5110	39	32	well	well	ADV
dpc-5110	39	33	established	establish	VERB
dpc-5110	39	34	in	in	ADP
dpc-5110	39	35	daily	daily	ADJ
dpc-5110	39	36	practice	practice	NOUN
dpc-5110	39	37	[	[	X
dpc-5110	39	38	4,5	4,5	NUM
dpc-5110	39	39	]	]	PUNCT
dpc-5110	39	40	.	.	PUNCT
dpc-5110	40	1	however	however	ADV
dpc-5110	40	2	,	,	PUNCT
dpc-5110	40	3	these	these	DET
dpc-5110	40	4	techniques	technique	NOUN
dpc-5110	40	5	are	be	AUX
dpc-5110	40	6	used	use	VERB
dpc-5110	40	7	in	in	ADP
dpc-5110	40	8	a	a	DET
dpc-5110	40	9	professional	professional	ADJ
dpc-5110	40	10	setting	setting	NOUN
dpc-5110	40	11	and	and	CCONJ
dpc-5110	40	12	require	require	VERB
dpc-5110	40	13	a	a	DET
dpc-5110	40	14	high	high	ADJ
dpc-5110	40	15	level	level	NOUN
dpc-5110	40	16	of	of	ADP
dpc-5110	40	17	expertise	expertise	NOUN
dpc-5110	40	18	.	.	PUNCT
dpc-5110	41	1	there	there	PRON
dpc-5110	41	2	is	be	VERB
dpc-5110	41	3	growing	grow	VERB
dpc-5110	41	4	evidence	evidence	NOUN
dpc-5110	41	5	for	for	ADP
dpc-5110	41	6	the	the	DET
dpc-5110	41	7	supplementary	supplementary	ADJ
dpc-5110	41	8	use	use	NOUN
dpc-5110	41	9	of	of	ADP
dpc-5110	41	10	ai	ai	NOUN
dpc-5110	41	11	-	-	PUNCT
dpc-5110	41	12	based	base	VERB
dpc-5110	41	13	applications	application	NOUN
dpc-5110	41	14	(	(	PUNCT
dpc-5110	41	15	mainly	mainly	ADV
dpc-5110	41	16	based	base	VERB
dpc-5110	41	17	on	on	ADP
dpc-5110	41	18	convolutional	convolutional	ADJ
dpc-5110	41	19	neural	neural	ADJ
dpc-5110	41	20	networks	network	NOUN
dpc-5110	41	21	–	–	PUNCT
dpc-5110	41	22	cnn	cnn	PROPN
dpc-5110	41	23	)	)	PUNCT
dpc-5110	41	24	in	in	ADP
dpc-5110	41	25	the	the	DET
dpc-5110	41	26	dermatological	dermatological	ADJ
dpc-5110	41	27	practice	practice	NOUN
dpc-5110	41	28	.	.	PUNCT
dpc-5110	42	1	several	several	ADJ
dpc-5110	42	2	studies	study	NOUN
dpc-5110	42	3	have	have	AUX
dpc-5110	42	4	proven	prove	VERB
dpc-5110	42	5	that	that	SCONJ
dpc-5110	42	6	these	these	DET
dpc-5110	42	7	cnns	cnn	NOUN
dpc-5110	42	8	are	be	AUX
dpc-5110	42	9	reliable	reliable	ADJ
dpc-5110	42	10	tools	tool	NOUN
dpc-5110	42	11	concerning	concern	VERB
dpc-5110	42	12	melanoma	melanoma	NOUN
dpc-5110	42	13	recognition	recognition	NOUN
dpc-5110	42	14	.	.	PUNCT
dpc-5110	43	1	these	these	DET
dpc-5110	43	2	neural	neural	ADJ
dpc-5110	43	3	networks	network	NOUN
dpc-5110	43	4	,	,	PUNCT
dpc-5110	43	5	however	however	ADV
dpc-5110	43	6	,	,	PUNCT
dpc-5110	43	7	were	be	AUX
dpc-5110	43	8	mainly	mainly	ADV
dpc-5110	43	9	tested	test	VERB
dpc-5110	43	10	in	in	ADP
dpc-5110	43	11	the	the	DET
dpc-5110	43	12	evaluation	evaluation	NOUN
dpc-5110	43	13	of	of	ADP
dpc-5110	43	14	high	high	ADJ
dpc-5110	43	15	-	-	PUNCT
dpc-5110	43	16	quality	quality	NOUN
dpc-5110	43	17	images	image	NOUN
dpc-5110	43	18	and	and	CCONJ
dpc-5110	43	19	focused	focus	VERB
dpc-5110	43	20	on	on	ADP
dpc-5110	43	21	the	the	DET
dpc-5110	43	22	detection	detection	NOUN
dpc-5110	43	23	of	of	ADP
dpc-5110	43	24	melanoma	melanoma	NOUN
dpc-5110	43	25	[	[	PUNCT
dpc-5110	43	26	6	6	NUM
dpc-5110	43	27	-	-	SYM
dpc-5110	43	28	15	15	NUM
dpc-5110	43	29	]	]	PUNCT
dpc-5110	43	30	.	.	PUNCT
dpc-5110	44	1	in	in	ADP
dpc-5110	44	2	the	the	DET
dpc-5110	44	3	recent	recent	ADJ
dpc-5110	44	4	past	past	NOUN
dpc-5110	44	5	,	,	PUNCT
dpc-5110	44	6	ai	ai	NOUN
dpc-5110	44	7	-	-	PUNCT
dpc-5110	44	8	based	base	VERB
dpc-5110	44	9	applications	application	NOUN
dpc-5110	44	10	on	on	ADP
dpc-5110	44	11	mobile	mobile	ADJ
dpc-5110	44	12	phones	phone	NOUN
dpc-5110	44	13	have	have	AUX
dpc-5110	44	14	become	become	VERB
dpc-5110	44	15	popular	popular	ADJ
dpc-5110	44	16	.	.	PUNCT
dpc-5110	45	1	the	the	DET
dpc-5110	45	2	ubiquitous	ubiquitous	ADJ
dpc-5110	45	3	availability	availability	NOUN
dpc-5110	45	4	of	of	ADP
dpc-5110	45	5	mobile	mobile	ADJ
dpc-5110	45	6	phones	phone	NOUN
dpc-5110	45	7	(	(	PUNCT
dpc-5110	45	8	about	about	ADV
dpc-5110	45	9	6.3	6.3	NUM
dpc-5110	45	10	billion	billion	NUM
dpc-5110	45	11	users	user	NOUN
dpc-5110	45	12	in	in	ADP
dpc-5110	45	13	2021	2021	NUM
dpc-5110	45	14	worldwide	worldwide	ADV
dpc-5110	45	15	)	)	PUNCT
dpc-5110	45	16	combined	combine	VERB
dpc-5110	45	17	with	with	ADP
dpc-5110	45	18	technical	technical	ADJ
dpc-5110	45	19	improvements	improvement	NOUN
dpc-5110	45	20	(	(	PUNCT
dpc-5110	45	21	e.g.	e.g.	ADV
dpc-5110	45	22	,	,	PUNCT
dpc-5110	45	23	image	image	NOUN
dpc-5110	45	24	quality	quality	NOUN
dpc-5110	45	25	)	)	PUNCT
dpc-5110	45	26	has	have	AUX
dpc-5110	45	27	led	lead	VERB
dpc-5110	45	28	to	to	ADP
dpc-5110	45	29	this	this	DET
dpc-5110	45	30	phenomenon	phenomenon	NOUN
dpc-5110	45	31	.	.	PUNCT
dpc-5110	46	1	in	in	ADP
dpc-5110	46	2	analogy	analogy	NOUN
dpc-5110	46	3	to	to	ADP
dpc-5110	46	4	the	the	DET
dpc-5110	46	5	use	use	NOUN
dpc-5110	46	6	of	of	ADP
dpc-5110	46	7	ai	ai	NOUN
dpc-5110	46	8	-	-	PUNCT
dpc-5110	46	9	based	base	VERB
dpc-5110	46	10	tools	tool	NOUN
dpc-5110	46	11	in	in	ADP
dpc-5110	46	12	a	a	DET
dpc-5110	46	13	professional	professional	ADJ
dpc-5110	46	14	setting	setting	NOUN
dpc-5110	46	15	,	,	PUNCT
dpc-5110	46	16	these	these	DET
dpc-5110	46	17	mobile	mobile	ADJ
dpc-5110	46	18	phone	phone	NOUN
dpc-5110	46	19	applications	application	NOUN
dpc-5110	46	20	are	be	AUX
dpc-5110	46	21	able	able	ADJ
dpc-5110	46	22	to	to	PART
dpc-5110	46	23	detect	detect	VERB
dpc-5110	46	24	various	various	ADJ
dpc-5110	46	25	benign	benign	ADJ
dpc-5110	46	26	and	and	CCONJ
dpc-5110	46	27	malignant	malignant	ADJ
dpc-5110	46	28	skin	skin	NOUN
dpc-5110	46	29	lesions	lesion	NOUN
dpc-5110	46	30	and	and	CCONJ
dpc-5110	46	31	to	to	PART
dpc-5110	46	32	provide	provide	VERB
dpc-5110	46	33	a	a	DET
dpc-5110	46	34	risk	risk	NOUN
dpc-5110	46	35	classification	classification	NOUN
dpc-5110	46	36	.	.	PUNCT
dpc-5110	47	1	the	the	DET
dpc-5110	47	2	majority	majority	NOUN
dpc-5110	47	3	of	of	ADP
dpc-5110	47	4	these	these	DET
dpc-5110	47	5	algorithms	algorithm	NOUN
dpc-5110	47	6	allocate	allocate	VERB
dpc-5110	47	7	the	the	DET
dpc-5110	47	8	lesions	lesion	NOUN
dpc-5110	47	9	to	to	ADP
dpc-5110	47	10	one	one	NUM
dpc-5110	47	11	of	of	ADP
dpc-5110	47	12	the	the	DET
dpc-5110	47	13	three	three	NUM
dpc-5110	47	14	risk	risk	NOUN
dpc-5110	47	15	levels	level	NOUN
dpc-5110	47	16	(	(	PUNCT
dpc-5110	47	17	low	low	ADJ
dpc-5110	47	18	risk	risk	NOUN
dpc-5110	47	19	,	,	PUNCT
dpc-5110	47	20	medium	medium	ADJ
dpc-5110	47	21	risk	risk	NOUN
dpc-5110	47	22	,	,	PUNCT
dpc-5110	47	23	and	and	CCONJ
dpc-5110	47	24	high	high	ADJ
dpc-5110	47	25	risk	risk	NOUN
dpc-5110	47	26	)	)	PUNCT
dpc-5110	47	27	by	by	ADP
dpc-5110	47	28	using	use	VERB
dpc-5110	47	29	pattern	pattern	NOUN
dpc-5110	47	30	recognition	recognition	NOUN
dpc-5110	47	31	software	software	NOUN
dpc-5110	47	32	and	and	CCONJ
dpc-5110	47	33	provide	provide	VERB
dpc-5110	47	34	further	further	ADJ
dpc-5110	47	35	recommendations	recommendation	NOUN
dpc-5110	47	36	[	[	X
dpc-5110	47	37	16	16	NUM
dpc-5110	47	38	-	-	SYM
dpc-5110	47	39	22	22	NUM
dpc-5110	47	40	]	]	PUNCT
dpc-5110	47	41	.	.	PUNCT
dpc-5110	48	1	current	current	ADJ
dpc-5110	48	2	data	datum	NOUN
dpc-5110	48	3	,	,	PUNCT
dpc-5110	48	4	however	however	ADV
dpc-5110	48	5	,	,	PUNCT
dpc-5110	48	6	show	show	VERB
dpc-5110	48	7	that	that	SCONJ
dpc-5110	48	8	the	the	DET
dpc-5110	48	9	performance	performance	NOUN
dpc-5110	48	10	of	of	ADP
dpc-5110	48	11	these	these	DET
dpc-5110	48	12	mobile	mobile	ADJ
dpc-5110	48	13	phone	phone	NOUN
dpc-5110	48	14	applications	application	NOUN
dpc-5110	48	15	strongly	strongly	ADV
dpc-5110	48	16	depends	depend	VERB
dpc-5110	48	17	on	on	ADP
dpc-5110	48	18	image	image	NOUN
dpc-5110	48	19	-	-	PUNCT
dpc-5110	48	20	associated	associate	VERB
dpc-5110	48	21	factors	factor	NOUN
dpc-5110	48	22	like	like	ADP
dpc-5110	48	23	image	image	NOUN
dpc-5110	48	24	quality	quality	NOUN
dpc-5110	48	25	or	or	CCONJ
dpc-5110	48	26	scratching	scratching	NOUN
dpc-5110	48	27	artefacts	artefact	NOUN
dpc-5110	48	28	,	,	PUNCT
dpc-5110	48	29	which	which	PRON
dpc-5110	48	30	may	may	AUX
dpc-5110	48	31	lead	lead	VERB
dpc-5110	48	32	to	to	AUX
dpc-5110	48	33	overand	overand	PROPN
dpc-5110	48	34	underdiagnoses	underdiagnose	NOUN
dpc-5110	49	1	[	[	X
dpc-5110	49	2	18	18	NUM
dpc-5110	49	3	]	]	PUNCT
dpc-5110	49	4	.	.	PUNCT
dpc-5110	50	1	recently	recently	ADV
dpc-5110	50	2	,	,	PUNCT
dpc-5110	50	3	the	the	DET
dpc-5110	50	4	diagnostic	diagnostic	ADJ
dpc-5110	50	5	accuracy	accuracy	NOUN
dpc-5110	50	6	of	of	ADP
dpc-5110	50	7	the	the	DET
dpc-5110	50	8	mdr	mdr	PROPN
dpc-5110	50	9	iia	iia	PROPN
dpc-5110	50	10	certified	certified	PROPN
dpc-5110	50	11	ce	ce	PROPN
dpc-5110	50	12	medical	medical	PROPN
dpc-5110	50	13	device	device	PROPN
dpc-5110	50	14	app	app	NOUN
dpc-5110	50	15	skinscreener	skinscreener	NOUN
dpc-5110	50	16	(	(	PUNCT
dpc-5110	50	17	medaia	medaia	PROPN
dpc-5110	50	18	gmbh	gmbh	PROPN
dpc-5110	50	19	,	,	PUNCT
dpc-5110	50	20	graz	graz	PROPN
dpc-5110	50	21	,	,	PUNCT
dpc-5110	50	22	austria	austria	PROPN
dpc-5110	50	23	)	)	PUNCT
dpc-5110	50	24	has	have	AUX
dpc-5110	50	25	been	be	AUX
dpc-5110	50	26	evaluated	evaluate	VERB
dpc-5110	50	27	in	in	ADP
dpc-5110	50	28	a	a	DET
dpc-5110	50	29	professional	professional	ADJ
dpc-5110	50	30	setting	setting	NOUN
dpc-5110	50	31	[	[	X
dpc-5110	50	32	23	23	NUM
dpc-5110	50	33	]	]	PUNCT
dpc-5110	50	34	.	.	PUNCT
dpc-5110	51	1	the	the	DET
dpc-5110	51	2	integrated	integrate	VERB
dpc-5110	51	3	ai	ai	NOUN
dpc-5110	51	4	-	-	PUNCT
dpc-5110	51	5	based	base	VERB
dpc-5110	51	6	algorithm	algorithm	NOUN
dpc-5110	51	7	achieved	achieve	VERB
dpc-5110	51	8	a	a	DET
dpc-5110	51	9	sensitivity	sensitivity	NOUN
dpc-5110	51	10	of	of	ADP
dpc-5110	51	11	96.4	96.4	NUM
dpc-5110	51	12	%	%	NOUN
dpc-5110	51	13	(	(	PUNCT
dpc-5110	51	14	95	95	NUM
dpc-5110	51	15	%	%	NOUN
dpc-5110	51	16	ci	ci	NOUN
dpc-5110	51	17	:	:	PUNCT
dpc-5110	51	18	93.94–98.85	93.94–98.85	NUM
dpc-5110	51	19	)	)	PUNCT
dpc-5110	51	20	and	and	CCONJ
dpc-5110	51	21	a	a	DET
dpc-5110	51	22	specificity	specificity	NOUN
dpc-5110	51	23	of	of	ADP
dpc-5110	51	24	94.85	94.85	NUM
dpc-5110	51	25	%	%	NOUN
dpc-5110	51	26	(	(	PUNCT
dpc-5110	51	27	95	95	NUM
dpc-5110	51	28	%	%	NOUN
dpc-5110	51	29	ci	ci	NOUN
dpc-5110	51	30	:	:	PUNCT
dpc-5110	51	31	92.46–97.23	92.46–97.23	NUM
dpc-5110	51	32	)	)	PUNCT
dpc-5110	51	33	under	under	ADP
dpc-5110	51	34	clinical	clinical	ADJ
dpc-5110	51	35	testing	testing	NOUN
dpc-5110	51	36	conditions	condition	NOUN
dpc-5110	51	37	.	.	PUNCT
dpc-5110	52	1	the	the	DET
dpc-5110	52	2	authors	author	NOUN
dpc-5110	52	3	concluded	conclude	VERB
dpc-5110	52	4	that	that	SCONJ
dpc-5110	52	5	the	the	DET
dpc-5110	52	6	algorithms	algorithm	NOUN
dpc-5110	52	7	used	use	VERB
dpc-5110	52	8	in	in	ADP
dpc-5110	52	9	the	the	DET
dpc-5110	52	10	study	study	NOUN
dpc-5110	52	11	may	may	AUX
dpc-5110	52	12	have	have	VERB
dpc-5110	52	13	a	a	DET
dpc-5110	52	14	positive	positive	ADJ
dpc-5110	52	15	impact	impact	NOUN
dpc-5110	52	16	on	on	ADP
dpc-5110	52	17	the	the	DET
dpc-5110	52	18	healthcare	healthcare	NOUN
dpc-5110	52	19	system	system	NOUN
dpc-5110	52	20	and	and	CCONJ
dpc-5110	52	21	reduce	reduce	VERB
dpc-5110	52	22	unnecessary	unnecessary	ADJ
dpc-5110	52	23	visits	visit	NOUN
dpc-5110	52	24	and	and	CCONJ
dpc-5110	52	25	histological	histological	ADJ
dpc-5110	52	26	examinations	examination	NOUN
dpc-5110	52	27	.	.	PUNCT
dpc-5110	53	1	objective	objective	ADJ
dpc-5110	53	2	the	the	DET
dpc-5110	53	3	aim	aim	NOUN
dpc-5110	53	4	of	of	ADP
dpc-5110	53	5	the	the	DET
dpc-5110	53	6	study	study	NOUN
dpc-5110	53	7	presented	present	VERB
dpc-5110	53	8	herein	herein	NOUN
dpc-5110	53	9	was	be	AUX
dpc-5110	53	10	to	to	PART
dpc-5110	53	11	investigate	investigate	VERB
dpc-5110	53	12	the	the	DET
dpc-5110	53	13	risk	risk	NOUN
dpc-5110	53	14	assessment	assessment	NOUN
dpc-5110	53	15	and	and	CCONJ
dpc-5110	53	16	diagnostic	diagnostic	ADJ
dpc-5110	53	17	accuracy	accuracy	NOUN
dpc-5110	53	18	of	of	ADP
dpc-5110	53	19	the	the	DET
dpc-5110	53	20	skinscreener	skinscreener	NOUN
dpc-5110	53	21	ai	ai	NOUN
dpc-5110	53	22	-	-	PUNCT
dpc-5110	53	23	based	base	VERB
dpc-5110	53	24	algorithm	algorithm	NOUN
dpc-5110	53	25	concerning	concern	VERB
dpc-5110	53	26	the	the	DET
dpc-5110	53	27	risk	risk	NOUN
dpc-5110	53	28	classification	classification	NOUN
dpc-5110	53	29	of	of	ADP
dpc-5110	53	30	various	various	ADJ
dpc-5110	53	31	skin	skin	NOUN
dpc-5110	53	32	lesions	lesion	NOUN
dpc-5110	53	33	in	in	ADP
dpc-5110	53	34	comparison	comparison	NOUN
dpc-5110	53	35	with	with	ADP
dpc-5110	53	36	an	an	DET
dpc-5110	53	37	expert	expert	ADJ
dpc-5110	53	38	panel	panel	NOUN
dpc-5110	53	39	of	of	ADP
dpc-5110	53	40	three	three	NUM
dpc-5110	53	41	dermatologists	dermatologist	NOUN
dpc-5110	53	42	.	.	PUNCT
dpc-5110	54	1	notably	notably	ADV
dpc-5110	54	2	,	,	PUNCT
dpc-5110	54	3	images	image	NOUN
dpc-5110	54	4	for	for	ADP
dpc-5110	54	5	evaluation	evaluation	NOUN
dpc-5110	54	6	were	be	AUX
dpc-5110	54	7	taken	take	VERB
dpc-5110	54	8	by	by	ADP
dpc-5110	54	9	l	l	NOUN
dpc-5110	54	10	non	non	NOUN
dpc-5110	54	11	-	-	NOUN
dpc-5110	54	12	professionals	professional	NOUN
dpc-5110	54	13	,	,	PUNCT
dpc-5110	54	14	providing	provide	VERB
dpc-5110	54	15	insights	insight	NOUN
dpc-5110	54	16	into	into	ADP
dpc-5110	54	17	the	the	DET
dpc-5110	54	18	app	app	NOUN
dpc-5110	54	19	’s	’s	PART
dpc-5110	54	20	performance	performance	NOUN
dpc-5110	54	21	under	under	ADP
dpc-5110	54	22	real	real	ADJ
dpc-5110	54	23	-	-	PUNCT
dpc-5110	54	24	world	world	NOUN
dpc-5110	54	25	conditions	condition	NOUN
dpc-5110	54	26	for	for	ADP
dpc-5110	54	27	the	the	DET
dpc-5110	54	28	first	first	ADJ
dpc-5110	54	29	time	time	NOUN
dpc-5110	54	30	.	.	PUNCT
dpc-5110	55	1	methods	method	NOUN
dpc-5110	55	2	study	study	NOUN
dpc-5110	55	3	design	design	NOUN
dpc-5110	55	4	this	this	PRON
dpc-5110	55	5	was	be	AUX
dpc-5110	55	6	a	a	DET
dpc-5110	55	7	retrospective	retrospective	ADJ
dpc-5110	55	8	single	single	ADJ
dpc-5110	55	9	-	-	PUNCT
dpc-5110	55	10	center	center	NOUN
dpc-5110	55	11	study	study	NOUN
dpc-5110	55	12	at	at	ADP
dpc-5110	55	13	the	the	DET
dpc-5110	55	14	department	department	NOUN
dpc-5110	55	15	of	of	ADP
dpc-5110	55	16	dermatology	dermatology	NOUN
dpc-5110	55	17	and	and	CCONJ
dpc-5110	55	18	venereology	venereology	NOUN
dpc-5110	55	19	in	in	ADP
dpc-5110	55	20	graz	graz	PROPN
dpc-5110	55	21	,	,	PUNCT
dpc-5110	55	22	austria	austria	PROPN
dpc-5110	55	23	.	.	PUNCT
dpc-5110	56	1	the	the	DET
dpc-5110	56	2	study	study	NOUN
dpc-5110	56	3	was	be	AUX
dpc-5110	56	4	approved	approve	VERB
dpc-5110	56	5	by	by	ADP
dpc-5110	56	6	the	the	DET
dpc-5110	56	7	local	local	ADJ
dpc-5110	56	8	ethics	ethic	NOUN
dpc-5110	56	9	committee	committee	PROPN
dpc-5110	56	10	(	(	PUNCT
dpc-5110	56	11	approval	approval	NOUN
dpc-5110	56	12	number	number	NOUN
dpc-5110	56	13	:	:	PUNCT
dpc-5110	56	14	34	34	NUM
dpc-5110	56	15	-	-	SYM
dpc-5110	56	16	070	070	NUM
dpc-5110	56	17	ex21/22	ex21/22	NUM
dpc-5110	56	18	1508	1508	NUM
dpc-5110	56	19	-	-	SYM
dpc-5110	56	20	2021	2021	NUM
dpc-5110	56	21	)	)	PUNCT
dpc-5110	56	22	and	and	CCONJ
dpc-5110	56	23	was	be	AUX
dpc-5110	56	24	performed	perform	VERB
dpc-5110	56	25	in	in	ADP
dpc-5110	56	26	accordance	accordance	NOUN
dpc-5110	56	27	with	with	ADP
dpc-5110	56	28	the	the	DET
dpc-5110	56	29	declaration	declaration	NOUN
dpc-5110	56	30	of	of	ADP
dpc-5110	56	31	helsinki	helsinki	PROPN
dpc-5110	56	32	.	.	PUNCT
dpc-5110	57	1	based	base	VERB
dpc-5110	57	2	on	on	ADP
dpc-5110	57	3	previous	previous	ADJ
dpc-5110	57	4	publications	publication	NOUN
dpc-5110	57	5	and	and	CCONJ
dpc-5110	57	6	the	the	DET
dpc-5110	57	7	functionality	functionality	NOUN
dpc-5110	57	8	of	of	ADP
dpc-5110	57	9	the	the	DET
dpc-5110	57	10	app	app	NOUN
dpc-5110	57	11	[	[	X
dpc-5110	57	12	23	23	NUM
dpc-5110	57	13	]	]	PUNCT
dpc-5110	57	14	,	,	PUNCT
dpc-5110	57	15	we	we	PRON
dpc-5110	57	16	defined	define	VERB
dpc-5110	57	17	three	three	NUM
dpc-5110	57	18	risk	risk	NOUN
dpc-5110	57	19	classes	class	NOUN
dpc-5110	57	20	(	(	PUNCT
dpc-5110	57	21	green	green	NOUN
dpc-5110	57	22	=	=	NOUN
dpc-5110	57	23	low	low	ADJ
dpc-5110	57	24	,	,	PUNCT
dpc-5110	57	25	yellow	yellow	ADJ
dpc-5110	57	26	=	=	SYM
dpc-5110	57	27	medium	medium	ADJ
dpc-5110	57	28	,	,	PUNCT
dpc-5110	57	29	red	red	ADJ
dpc-5110	57	30	=	=	NOUN
dpc-5110	57	31	high	high	ADJ
dpc-5110	57	32	)	)	PUNCT
dpc-5110	57	33	indicating	indicate	VERB
dpc-5110	57	34	the	the	DET
dpc-5110	57	35	respective	respective	ADJ
dpc-5110	57	36	risk	risk	NOUN
dpc-5110	57	37	of	of	ADP
dpc-5110	57	38	a	a	DET
dpc-5110	57	39	lesion	lesion	NOUN
dpc-5110	57	40	being	be	AUX
dpc-5110	57	41	malignant	malignant	ADJ
dpc-5110	57	42	and	and	CCONJ
dpc-5110	57	43	the	the	DET
dpc-5110	57	44	subsequent	subsequent	ADJ
dpc-5110	57	45	approach	approach	NOUN
dpc-5110	57	46	,	,	PUNCT
dpc-5110	57	47	as	as	SCONJ
dpc-5110	57	48	follows	follow	VERB
dpc-5110	57	49	:	:	PUNCT
dpc-5110	58	1	•	•	NOUN
dpc-5110	58	2	green	green	ADJ
dpc-5110	58	3	:	:	PUNCT
dpc-5110	58	4	benign	benign	ADJ
dpc-5110	58	5	,	,	PUNCT
dpc-5110	58	6	no	no	DET
dpc-5110	58	7	action	action	NOUN
dpc-5110	58	8	needed	need	VERB
dpc-5110	58	9	•	•	NOUN
dpc-5110	58	10	yellow	yellow	ADJ
dpc-5110	58	11	:	:	PUNCT
dpc-5110	58	12	suspicious	suspicious	ADJ
dpc-5110	58	13	,	,	PUNCT
dpc-5110	58	14	timely	timely	ADJ
dpc-5110	58	15	dermatological	dermatological	ADJ
dpc-5110	58	16	examination	examination	NOUN
dpc-5110	58	17	needed	need	VERB
dpc-5110	58	18	•	•	NOUN
dpc-5110	58	19	red	red	ADJ
dpc-5110	58	20	:	:	PUNCT
dpc-5110	58	21	highly	highly	ADV
dpc-5110	58	22	suspicious	suspicious	ADJ
dpc-5110	58	23	,	,	PUNCT
dpc-5110	58	24	immediate	immediate	ADJ
dpc-5110	58	25	dermatological	dermatological	ADJ
dpc-5110	58	26	examination	examination	NOUN
dpc-5110	58	27	needed	need	VERB
dpc-5110	58	28	the	the	DET
dpc-5110	58	29	algorithm	algorithm	NOUN
dpc-5110	58	30	’s	’s	PART
dpc-5110	58	31	risk	risk	NOUN
dpc-5110	58	32	classification	classification	NOUN
dpc-5110	58	33	was	be	AUX
dpc-5110	58	34	stated	state	VERB
dpc-5110	58	35	as	as	ADP
dpc-5110	58	36	correct	correct	ADJ
dpc-5110	58	37	if	if	SCONJ
dpc-5110	58	38	it	it	PRON
dpc-5110	58	39	matched	match	VERB
dpc-5110	58	40	at	at	ADP
dpc-5110	58	41	least	least	ADJ
dpc-5110	58	42	the	the	DET
dpc-5110	58	43	two	two	NUM
dpc-5110	58	44	-	-	PUNCT
dpc-5110	58	45	thirds	third	NOUN
dpc-5110	58	46	majority	majority	NOUN
dpc-5110	58	47	of	of	ADP
dpc-5110	58	48	the	the	DET
dpc-5110	58	49	dermatologists	dermatologist	NOUN
dpc-5110	58	50	.	.	PUNCT
dpc-5110	59	1	as	as	SCONJ
dpc-5110	59	2	only	only	ADJ
dpc-5110	59	3	images	image	NOUN
dpc-5110	59	4	without	without	ADP
dpc-5110	59	5	any	any	DET
dpc-5110	59	6	further	further	ADJ
dpc-5110	59	7	participant	participant	ADJ
dpc-5110	59	8	information	information	NOUN
dpc-5110	59	9	were	be	AUX
dpc-5110	59	10	gathered	gather	VERB
dpc-5110	59	11	,	,	PUNCT
dpc-5110	59	12	histopathological	histopathological	ADJ
dpc-5110	59	13	examination	examination	NOUN
dpc-5110	59	14	was	be	AUX
dpc-5110	59	15	not	not	PART
dpc-5110	59	16	performed	perform	VERB
dpc-5110	59	17	.	.	PUNCT
dpc-5110	60	1	hence	hence	ADV
dpc-5110	60	2	,	,	PUNCT
dpc-5110	60	3	we	we	PRON
dpc-5110	60	4	chose	choose	VERB
dpc-5110	60	5	the	the	DET
dpc-5110	60	6	consensus	consensus	NOUN
dpc-5110	60	7	of	of	ADP
dpc-5110	60	8	the	the	DET
dpc-5110	60	9	dermatologists	dermatologist	NOUN
dpc-5110	60	10	as	as	ADP
dpc-5110	60	11	reference	reference	NOUN
dpc-5110	60	12	standard	standard	NOUN
dpc-5110	60	13	.	.	PUNCT
dpc-5110	61	1	study	study	NOUN
dpc-5110	61	2	population	population	NOUN
dpc-5110	61	3	all	all	DET
dpc-5110	61	4	participants	participant	NOUN
dpc-5110	61	5	were	be	AUX
dpc-5110	61	6	users	user	NOUN
dpc-5110	61	7	of	of	ADP
dpc-5110	61	8	the	the	DET
dpc-5110	61	9	ce	ce	PROPN
dpc-5110	61	10	-	-	ADJ
dpc-5110	61	11	certified	certify	VERB
dpc-5110	61	12	smartphone	smartphone	NOUN
dpc-5110	61	13	app	app	NOUN
dpc-5110	61	14	skinscreener	skinscreener	NOUN
dpc-5110	61	15	.	.	PUNCT
dpc-5110	62	1	by	by	ADP
dpc-5110	62	2	using	use	VERB
dpc-5110	62	3	this	this	DET
dpc-5110	62	4	app	app	NOUN
dpc-5110	62	5	,	,	PUNCT
dpc-5110	62	6	they	they	PRON
dpc-5110	62	7	agreed	agree	VERB
dpc-5110	62	8	to	to	ADP
dpc-5110	62	9	the	the	DET
dpc-5110	62	10	processing	processing	NOUN
dpc-5110	62	11	of	of	ADP
dpc-5110	62	12	their	their	PRON
dpc-5110	62	13	data	datum	NOUN
dpc-5110	62	14	and	and	CCONJ
dpc-5110	62	15	the	the	DET
dpc-5110	62	16	privacy	privacy	NOUN
dpc-5110	62	17	policy	policy	NOUN
dpc-5110	62	18	.	.	PUNCT
dpc-5110	63	1	the	the	DET
dpc-5110	63	2	users	user	NOUN
dpc-5110	63	3	also	also	ADV
dpc-5110	63	4	agreed	agree	VERB
dpc-5110	63	5	that	that	SCONJ
dpc-5110	63	6	their	their	PRON
dpc-5110	63	7	data	datum	NOUN
dpc-5110	63	8	may	may	AUX
dpc-5110	63	9	be	be	AUX
dpc-5110	63	10	processed	process	VERB
dpc-5110	63	11	for	for	ADP
dpc-5110	63	12	research	research	NOUN
dpc-5110	63	13	,	,	PUNCT
dpc-5110	63	14	development	development	NOUN
dpc-5110	63	15	,	,	PUNCT
dpc-5110	63	16	and	and	CCONJ
dpc-5110	63	17	market	market	NOUN
dpc-5110	63	18	monitoring	monitoring	NOUN
dpc-5110	63	19	purposes	purpose	NOUN
dpc-5110	63	20	.	.	PUNCT
dpc-5110	64	1	inclusion	inclusion	NOUN
dpc-5110	64	2	criteria	criterion	NOUN
dpc-5110	64	3	were	be	AUX
dpc-5110	64	4	age	age	NOUN
dpc-5110	64	5	18	18	NUM
dpc-5110	64	6	or	or	CCONJ
dpc-5110	64	7	over	over	ADV
dpc-5110	64	8	and	and	CCONJ
dpc-5110	64	9	a	a	DET
dpc-5110	64	10	skin	skin	NOUN
dpc-5110	64	11	type	type	NOUN
dpc-5110	64	12	i	i	PRON
dpc-5110	64	13	-	-	PUNCT
dpc-5110	64	14	iv	iv	NUM
dpc-5110	64	15	according	accord	VERB
dpc-5110	64	16	to	to	ADP
dpc-5110	64	17	the	the	DET
dpc-5110	64	18	fitzpatrick	fitzpatrick	PROPN
dpc-5110	64	19	scale	scale	PROPN
dpc-5110	64	20	.	.	PUNCT
dpc-5110	65	1	exclusion	exclusion	NOUN
dpc-5110	65	2	criteria	criterion	NOUN
dpc-5110	65	3	were	be	AUX
dpc-5110	65	4	age	age	NOUN
dpc-5110	65	5	under	under	ADP
dpc-5110	65	6	18	18	NUM
dpc-5110	65	7	and	and	CCONJ
dpc-5110	65	8	skin	skin	NOUN
dpc-5110	65	9	types	type	NOUN
dpc-5110	65	10	v	v	ADP
dpc-5110	65	11	and	and	CCONJ
dpc-5110	65	12	vi	vi	NOUN
dpc-5110	65	13	as	as	ADV
dpc-5110	65	14	well	well	ADV
dpc-5110	65	15	as	as	ADP
dpc-5110	65	16	several	several	ADJ
dpc-5110	65	17	image	image	NOUN
dpc-5110	65	18	-	-	PUNCT
dpc-5110	65	19	associated	associate	VERB
dpc-5110	65	20	factors	factor	NOUN
dpc-5110	65	21	that	that	PRON
dpc-5110	65	22	could	could	AUX
dpc-5110	65	23	influence	influence	VERB
dpc-5110	65	24	an	an	DET
dpc-5110	65	25	accurate	accurate	ADJ
dpc-5110	65	26	assessment	assessment	NOUN
dpc-5110	65	27	(	(	PUNCT
dpc-5110	65	28	table	table	NOUN
dpc-5110	65	29	1	1	NUM
dpc-5110	65	30	)	)	PUNCT
dpc-5110	65	31	.	.	PUNCT
dpc-5110	66	1	the	the	DET
dpc-5110	66	2	participants	participant	NOUN
dpc-5110	66	3	took	take	VERB
dpc-5110	66	4	images	image	NOUN
dpc-5110	66	5	of	of	ADP
dpc-5110	66	6	the	the	DET
dpc-5110	66	7	respective	respective	ADJ
dpc-5110	66	8	lesion	lesion	NOUN
dpc-5110	66	9	with	with	ADP
dpc-5110	66	10	their	their	PRON
dpc-5110	66	11	mobile	mobile	ADJ
dpc-5110	66	12	phone	phone	NOUN
dpc-5110	66	13	cameras	camera	NOUN
dpc-5110	66	14	.	.	PUNCT
dpc-5110	67	1	data	datum	NOUN
dpc-5110	67	2	were	be	AUX
dpc-5110	67	3	fully	fully	ADV
dpc-5110	67	4	anonymized	anonymize	VERB
dpc-5110	67	5	,	,	PUNCT
dpc-5110	67	6	and	and	CCONJ
dpc-5110	67	7	every	every	DET
dpc-5110	67	8	participant	participant	NOUN
dpc-5110	67	9	got	get	VERB
dpc-5110	67	10	an	an	DET
dpc-5110	67	11	internal	internal	ADJ
dpc-5110	67	12	i	i	PRON
dpc-5110	67	13	d.	d.	NOUN
dpc-5110	67	14	no	no	DET
dpc-5110	67	15	further	further	ADJ
dpc-5110	67	16	information	information	NOUN
dpc-5110	67	17	(	(	PUNCT
dpc-5110	67	18	e.g.	e.g.	ADV
dpc-5110	67	19	,	,	PUNCT
dpc-5110	67	20	sex	sex	NOUN
dpc-5110	67	21	,	,	PUNCT
dpc-5110	67	22	age	age	NOUN
dpc-5110	67	23	,	,	PUNCT
dpc-5110	67	24	development	development	NOUN
dpc-5110	67	25	/	/	SYM
dpc-5110	67	26	duration	duration	NOUN
dpc-5110	67	27	of	of	ADP
dpc-5110	67	28	the	the	DET
dpc-5110	67	29	lesion	lesion	NOUN
dpc-5110	67	30	,	,	PUNCT
dpc-5110	67	31	location	location	NOUN
dpc-5110	67	32	,	,	PUNCT
dpc-5110	67	33	medical	medical	ADJ
dpc-5110	67	34	record	record	NOUN
dpc-5110	67	35	,	,	PUNCT
dpc-5110	67	36	or	or	CCONJ
dpc-5110	67	37	family	family	NOUN
dpc-5110	67	38	history	history	NOUN
dpc-5110	67	39	)	)	PUNCT
dpc-5110	67	40	were	be	AUX
dpc-5110	67	41	recorded	record	VERB
dpc-5110	67	42	due	due	ADP
dpc-5110	67	43	to	to	ADP
dpc-5110	67	44	data	data	PROPN
dpc-5110	67	45	privacy	privacy	NOUN
dpc-5110	67	46	policy	policy	NOUN
dpc-5110	67	47	.	.	PUNCT
dpc-5110	68	1	the	the	DET
dpc-5110	68	2	recruitment	recruitment	NOUN
dpc-5110	68	3	phase	phase	NOUN
dpc-5110	68	4	was	be	AUX
dpc-5110	68	5	from	from	ADP
dpc-5110	68	6	the	the	DET
dpc-5110	68	7	1	1	NUM
dpc-5110	68	8	june	june	PROPN
dpc-5110	68	9	2021	2021	NUM
dpc-5110	68	10	to	to	ADP
dpc-5110	68	11	the	the	DET
dpc-5110	68	12	1	1	NUM
dpc-5110	68	13	august	august	PROPN
dpc-5110	68	14	2021	2021	NUM
dpc-5110	68	15	.	.	PUNCT
dpc-5110	69	1	original	original	ADJ
dpc-5110	69	2	article	article	NOUN
dpc-5110	69	3	|	|	ADV
dpc-5110	69	4	dermatol	dermatol	ADJ
dpc-5110	69	5	pract	pract	NOUN
dpc-5110	69	6	concept	concept	NOUN
dpc-5110	69	7	.	.	PUNCT
dpc-5110	70	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	70	2	3	3	NUM
dpc-5110	70	3	procedure	procedure	NOUN
dpc-5110	70	4	and	and	CCONJ
dpc-5110	70	5	reader	reader	NOUN
dpc-5110	70	6	study	study	VERB
dpc-5110	70	7	the	the	DET
dpc-5110	70	8	images	image	NOUN
dpc-5110	70	9	for	for	ADP
dpc-5110	70	10	the	the	DET
dpc-5110	70	11	evaluation	evaluation	NOUN
dpc-5110	70	12	process	process	NOUN
dpc-5110	70	13	were	be	AUX
dpc-5110	70	14	randomly	randomly	ADV
dpc-5110	70	15	selected	select	VERB
dpc-5110	70	16	by	by	ADP
dpc-5110	70	17	using	use	VERB
dpc-5110	70	18	a	a	DET
dpc-5110	70	19	special	special	ADJ
dpc-5110	70	20	program	program	NOUN
dpc-5110	70	21	written	write	VERB
dpc-5110	70	22	in	in	ADP
dpc-5110	70	23	python	python	NOUN
dpc-5110	70	24	to	to	PART
dpc-5110	70	25	reduce	reduce	VERB
dpc-5110	70	26	the	the	DET
dpc-5110	70	27	primary	primary	ADJ
dpc-5110	70	28	dataset	dataset	NOUN
dpc-5110	70	29	of	of	ADP
dpc-5110	70	30	12,766	12,766	NUM
dpc-5110	70	31	images	image	NOUN
dpc-5110	70	32	to	to	ADP
dpc-5110	70	33	a	a	DET
dpc-5110	70	34	secondary	secondary	ADJ
dpc-5110	70	35	dataset	dataset	NOUN
dpc-5110	70	36	of	of	ADP
dpc-5110	70	37	1,567	1,567	NUM
dpc-5110	70	38	.	.	PUNCT
dpc-5110	71	1	this	this	PRON
dpc-5110	71	2	was	be	AUX
dpc-5110	71	3	followed	follow	VERB
dpc-5110	71	4	by	by	ADP
dpc-5110	71	5	a	a	DET
dpc-5110	71	6	manual	manual	ADJ
dpc-5110	71	7	review	review	NOUN
dpc-5110	71	8	by	by	ADP
dpc-5110	71	9	the	the	DET
dpc-5110	71	10	second	second	ADJ
dpc-5110	71	11	author	author	NOUN
dpc-5110	71	12	to	to	PART
dpc-5110	71	13	further	far	ADV
dpc-5110	71	14	exclude	exclude	VERB
dpc-5110	71	15	lesions	lesion	NOUN
dpc-5110	71	16	not	not	PART
dpc-5110	71	17	matching	match	VERB
dpc-5110	71	18	the	the	DET
dpc-5110	71	19	inclusion	inclusion	NOUN
dpc-5110	71	20	criteria	criterion	NOUN
dpc-5110	71	21	and	and	CCONJ
dpc-5110	71	22	to	to	PART
dpc-5110	71	23	avoid	avoid	VERB
dpc-5110	71	24	a	a	DET
dpc-5110	71	25	selection	selection	NOUN
dpc-5110	71	26	bias	bias	NOUN
dpc-5110	71	27	;	;	PUNCT
dpc-5110	71	28	139	139	NUM
dpc-5110	71	29	lesions	lesion	NOUN
dpc-5110	71	30	were	be	AUX
dpc-5110	71	31	excluded	exclude	VERB
dpc-5110	71	32	after	after	ADP
dpc-5110	71	33	this	this	DET
dpc-5110	71	34	additional	additional	ADJ
dpc-5110	71	35	review	review	NOUN
dpc-5110	71	36	,	,	PUNCT
dpc-5110	71	37	resulting	result	VERB
dpc-5110	71	38	in	in	ADP
dpc-5110	71	39	a	a	DET
dpc-5110	71	40	final	final	ADJ
dpc-5110	71	41	dataset	dataset	NOUN
dpc-5110	71	42	of	of	ADP
dpc-5110	71	43	1,428	1,428	NUM
dpc-5110	71	44	lesions	lesion	NOUN
dpc-5110	71	45	.	.	PUNCT
dpc-5110	72	1	the	the	DET
dpc-5110	72	2	lesions	lesion	NOUN
dpc-5110	72	3	were	be	AUX
dpc-5110	72	4	primarily	primarily	ADV
dpc-5110	72	5	evaluated	evaluate	VERB
dpc-5110	72	6	by	by	ADP
dpc-5110	72	7	the	the	DET
dpc-5110	72	8	algorithm	algorithm	NOUN
dpc-5110	72	9	and	and	CCONJ
dpc-5110	72	10	allocated	allocate	VERB
dpc-5110	72	11	to	to	ADP
dpc-5110	72	12	a	a	DET
dpc-5110	72	13	risk	risk	NOUN
dpc-5110	72	14	group	group	NOUN
dpc-5110	72	15	(	(	PUNCT
dpc-5110	72	16	green	green	ADJ
dpc-5110	72	17	,	,	PUNCT
dpc-5110	72	18	yellow	yellow	ADJ
dpc-5110	72	19	,	,	PUNCT
dpc-5110	72	20	or	or	CCONJ
dpc-5110	72	21	red	red	ADJ
dpc-5110	72	22	)	)	PUNCT
dpc-5110	72	23	.	.	PUNCT
dpc-5110	73	1	the	the	DET
dpc-5110	73	2	images	image	NOUN
dpc-5110	73	3	analyzed	analyze	VERB
dpc-5110	73	4	by	by	ADP
dpc-5110	73	5	ai	ai	INTJ
dpc-5110	73	6	were	be	AUX
dpc-5110	73	7	provided	provide	VERB
dpc-5110	73	8	as	as	ADP
dpc-5110	73	9	jpg	jpg	NOUN
dpc-5110	73	10	files	file	NOUN
dpc-5110	73	11	with	with	ADP
dpc-5110	73	12	associated	associated	ADJ
dpc-5110	73	13	xml	xml	NOUN
dpc-5110	73	14	file	file	NOUN
dpc-5110	73	15	for	for	ADP
dpc-5110	73	16	coding	code	VERB
dpc-5110	73	17	the	the	DET
dpc-5110	73	18	image	image	NOUN
dpc-5110	73	19	i	i	PROPN
dpc-5110	73	20	d	d	PROPN
dpc-5110	73	21	,	,	PUNCT
dpc-5110	73	22	risk	risk	NOUN
dpc-5110	73	23	class	class	NOUN
dpc-5110	73	24	,	,	PUNCT
dpc-5110	73	25	diagnosis	diagnosis	NOUN
dpc-5110	73	26	,	,	PUNCT
dpc-5110	73	27	and	and	CCONJ
dpc-5110	73	28	percentage	percentage	NOUN
dpc-5110	73	29	estimate	estimate	NOUN
dpc-5110	73	30	of	of	ADP
dpc-5110	73	31	diagnosis	diagnosis	NOUN
dpc-5110	73	32	.	.	PUNCT
dpc-5110	74	1	this	this	DET
dpc-5110	74	2	information	information	NOUN
dpc-5110	74	3	was	be	AUX
dpc-5110	74	4	not	not	PART
dpc-5110	74	5	visible	visible	ADJ
dpc-5110	74	6	to	to	ADP
dpc-5110	74	7	the	the	DET
dpc-5110	74	8	dermatologists	dermatologist	NOUN
dpc-5110	74	9	.	.	PUNCT
dpc-5110	75	1	the	the	DET
dpc-5110	75	2	lesions	lesion	NOUN
dpc-5110	75	3	were	be	AUX
dpc-5110	75	4	afterwards	afterwards	ADV
dpc-5110	75	5	presented	present	VERB
dpc-5110	75	6	to	to	ADP
dpc-5110	75	7	the	the	DET
dpc-5110	75	8	three	three	NUM
dpc-5110	75	9	dermatologists	dermatologist	NOUN
dpc-5110	75	10	(	(	PUNCT
dpc-5110	75	11	tk	tk	PROPN
dpc-5110	75	12	,	,	PUNCT
dpc-5110	75	13	ktd	ktd	PROPN
dpc-5110	75	14	,	,	PUNCT
dpc-5110	75	15	rhw	rhw	PROPN
dpc-5110	75	16	)	)	PUNCT
dpc-5110	75	17	for	for	ADP
dpc-5110	75	18	allocation	allocation	NOUN
dpc-5110	75	19	to	to	ADP
dpc-5110	75	20	a	a	DET
dpc-5110	75	21	risk	risk	NOUN
dpc-5110	75	22	group	group	NOUN
dpc-5110	75	23	.	.	PUNCT
dpc-5110	76	1	the	the	DET
dpc-5110	76	2	lesion	lesion	NOUN
dpc-5110	76	3	evaluations	evaluation	NOUN
dpc-5110	76	4	were	be	AUX
dpc-5110	76	5	made	make	VERB
dpc-5110	76	6	consensually	consensually	ADV
dpc-5110	76	7	.	.	PUNCT
dpc-5110	77	1	a	a	DET
dpc-5110	77	2	consensus	consensus	NOUN
dpc-5110	77	3	was	be	AUX
dpc-5110	77	4	defined	define	VERB
dpc-5110	77	5	as	as	ADP
dpc-5110	77	6	a	a	DET
dpc-5110	77	7	twothirds	twothird	NOUN
dpc-5110	77	8	majority	majority	NOUN
dpc-5110	77	9	.	.	PUNCT
dpc-5110	78	1	in	in	ADP
dpc-5110	78	2	the	the	DET
dpc-5110	78	3	following	follow	VERB
dpc-5110	78	4	scenarios	scenario	NOUN
dpc-5110	78	5	,	,	PUNCT
dpc-5110	78	6	the	the	DET
dpc-5110	78	7	corresponding	corresponding	ADJ
dpc-5110	78	8	images	image	NOUN
dpc-5110	78	9	were	be	AUX
dpc-5110	78	10	evaluated	evaluate	VERB
dpc-5110	78	11	in	in	ADP
dpc-5110	78	12	a	a	DET
dpc-5110	78	13	joint	joint	ADJ
dpc-5110	78	14	review	review	NOUN
dpc-5110	78	15	process	process	NOUN
dpc-5110	78	16	:	:	PUNCT
dpc-5110	78	17	•	•	NUM
dpc-5110	78	18	lesions	lesion	NOUN
dpc-5110	78	19	that	that	PRON
dpc-5110	78	20	were	be	AUX
dpc-5110	78	21	assessed	assess	VERB
dpc-5110	78	22	with	with	ADP
dpc-5110	78	23	all	all	DET
dpc-5110	78	24	three	three	NUM
dpc-5110	78	25	risk	risk	NOUN
dpc-5110	78	26	ratings	rating	NOUN
dpc-5110	78	27	(	(	PUNCT
dpc-5110	78	28	low	low	ADJ
dpc-5110	78	29	-	-	PUNCT
dpc-5110	78	30	medium	medium	NOUN
dpc-5110	78	31	-	-	PUNCT
dpc-5110	78	32	high	high	ADJ
dpc-5110	78	33	)	)	PUNCT
dpc-5110	78	34	•	•	NUM
dpc-5110	78	35	two	two	NUM
dpc-5110	78	36	of	of	ADP
dpc-5110	78	37	the	the	DET
dpc-5110	78	38	three	three	NUM
dpc-5110	78	39	dermatologists	dermatologist	NOUN
dpc-5110	78	40	rated	rate	VERB
dpc-5110	78	41	a	a	DET
dpc-5110	78	42	lesion	lesion	NOUN
dpc-5110	78	43	as	as	ADP
dpc-5110	78	44	low	low	ADJ
dpc-5110	78	45	risk	risk	NOUN
dpc-5110	78	46	,	,	PUNCT
dpc-5110	78	47	and	and	CCONJ
dpc-5110	78	48	the	the	DET
dpc-5110	78	49	third	third	ADJ
dpc-5110	78	50	dermatologist	dermatologist	NOUN
dpc-5110	78	51	as	as	ADP
dpc-5110	78	52	high	high	ADJ
dpc-5110	78	53	risk	risk	NOUN
dpc-5110	78	54	•	•	NOUN
dpc-5110	78	55	two	two	NUM
dpc-5110	78	56	of	of	ADP
dpc-5110	78	57	the	the	DET
dpc-5110	78	58	three	three	NUM
dpc-5110	78	59	dermatologists	dermatologist	NOUN
dpc-5110	78	60	rated	rate	VERB
dpc-5110	78	61	a	a	DET
dpc-5110	78	62	lesion	lesion	NOUN
dpc-5110	78	63	differently	differently	ADV
dpc-5110	78	64	,	,	PUNCT
dpc-5110	78	65	and	and	CCONJ
dpc-5110	78	66	the	the	DET
dpc-5110	78	67	third	third	ADJ
dpc-5110	78	68	dermatologist	dermatologist	NOUN
dpc-5110	78	69	did	do	AUX
dpc-5110	78	70	not	not	PART
dpc-5110	78	71	give	give	VERB
dpc-5110	78	72	a	a	DET
dpc-5110	78	73	rating	rating	NOUN
dpc-5110	78	74	algorithm	algorithm	NOUN
dpc-5110	78	75	this	this	DET
dpc-5110	78	76	application	application	NOUN
dpc-5110	78	77	is	be	AUX
dpc-5110	78	78	a	a	DET
dpc-5110	78	79	class	class	NOUN
dpc-5110	78	80	iia	iia	NOUN
dpc-5110	78	81	ce	ce	PROPN
dpc-5110	78	82	-	-	PUNCT
dpc-5110	78	83	marked	mark	VERB
dpc-5110	78	84	and	and	CCONJ
dpc-5110	78	85	mdr	mdr	PROPN
dpc-5110	78	86	approved	approve	VERB
dpc-5110	78	87	medical	medical	ADJ
dpc-5110	78	88	device	device	NOUN
dpc-5110	78	89	that	that	PRON
dpc-5110	78	90	has	have	AUX
dpc-5110	78	91	been	be	AUX
dpc-5110	78	92	already	already	ADV
dpc-5110	78	93	placed	place	VERB
dpc-5110	78	94	on	on	ADP
dpc-5110	78	95	the	the	DET
dpc-5110	78	96	market	market	NOUN
dpc-5110	78	97	.	.	PUNCT
dpc-5110	79	1	an	an	DET
dpc-5110	79	2	image	image	NOUN
dpc-5110	79	3	data	datum	NOUN
dpc-5110	79	4	set	set	VERB
dpc-5110	79	5	of	of	ADP
dpc-5110	79	6	19,576	19,576	NUM
dpc-5110	79	7	anonymized	anonymize	VERB
dpc-5110	79	8	images	image	NOUN
dpc-5110	79	9	was	be	AUX
dpc-5110	79	10	used	use	VERB
dpc-5110	79	11	for	for	ADP
dpc-5110	79	12	training	training	NOUN
dpc-5110	79	13	(	(	PUNCT
dpc-5110	79	14	18,384	18,384	NUM
dpc-5110	79	15	)	)	PUNCT
dpc-5110	79	16	and	and	CCONJ
dpc-5110	79	17	testing	testing	NOUN
dpc-5110	79	18	(	(	PUNCT
dpc-5110	79	19	1,192	1,192	NUM
dpc-5110	79	20	)	)	PUNCT
dpc-5110	79	21	labeled	label	VERB
dpc-5110	79	22	with	with	ADP
dpc-5110	79	23	one	one	NUM
dpc-5110	79	24	of	of	ADP
dpc-5110	79	25	47	47	NUM
dpc-5110	79	26	distinct	distinct	ADJ
dpc-5110	79	27	subcategories	subcategorie	NOUN
dpc-5110	79	28	.	.	PUNCT
dpc-5110	80	1	training	training	NOUN
dpc-5110	80	2	was	be	AUX
dpc-5110	80	3	not	not	PART
dpc-5110	80	4	only	only	ADV
dpc-5110	80	5	performed	perform	VERB
dpc-5110	80	6	with	with	ADP
dpc-5110	80	7	images	image	NOUN
dpc-5110	80	8	from	from	ADP
dpc-5110	80	9	the	the	DET
dpc-5110	80	10	hospital	hospital	NOUN
dpc-5110	80	11	archives	archive	NOUN
dpc-5110	80	12	but	but	CCONJ
dpc-5110	80	13	also	also	ADV
dpc-5110	80	14	with	with	ADP
dpc-5110	80	15	images	image	NOUN
dpc-5110	80	16	that	that	PRON
dpc-5110	80	17	were	be	AUX
dpc-5110	80	18	collected	collect	VERB
dpc-5110	80	19	from	from	ADP
dpc-5110	80	20	users	user	NOUN
dpc-5110	80	21	of	of	ADP
dpc-5110	80	22	the	the	DET
dpc-5110	80	23	app	app	NOUN
dpc-5110	80	24	.	.	PUNCT
dpc-5110	81	1	the	the	DET
dpc-5110	81	2	algorithm	algorithm	NOUN
dpc-5110	81	3	presented	present	VERB
dpc-5110	81	4	in	in	ADP
dpc-5110	81	5	this	this	DET
dpc-5110	81	6	study	study	NOUN
dpc-5110	81	7	employs	employ	VERB
dpc-5110	81	8	a	a	DET
dpc-5110	81	9	2	2	NUM
dpc-5110	81	10	-	-	PUNCT
dpc-5110	81	11	step	step	NOUN
dpc-5110	81	12	method	method	NOUN
dpc-5110	81	13	for	for	ADP
dpc-5110	81	14	image	image	NOUN
dpc-5110	81	15	classification	classification	NOUN
dpc-5110	81	16	:	:	PUNCT
dpc-5110	81	17	first	first	ADJ
dpc-5110	81	18	,	,	PUNCT
dpc-5110	81	19	probabilities	probability	NOUN
dpc-5110	81	20	(	(	PUNCT
dpc-5110	81	21	ranging	range	VERB
dpc-5110	81	22	from	from	ADP
dpc-5110	81	23	0.0	0.0	NUM
dpc-5110	81	24	%	%	NOUN
dpc-5110	81	25	to	to	PART
dpc-5110	81	26	100	100	NUM
dpc-5110	81	27	%	%	NOUN
dpc-5110	81	28	)	)	PUNCT
dpc-5110	81	29	for	for	ADP
dpc-5110	81	30	each	each	DET
dpc-5110	81	31	label	label	NOUN
dpc-5110	81	32	are	be	AUX
dpc-5110	81	33	calculated	calculate	VERB
dpc-5110	81	34	,	,	PUNCT
dpc-5110	81	35	followed	follow	VERB
dpc-5110	81	36	by	by	ADP
dpc-5110	81	37	a	a	DET
dpc-5110	81	38	risk	risk	NOUN
dpc-5110	81	39	assessment	assessment	NOUN
dpc-5110	81	40	based	base	VERB
dpc-5110	81	41	on	on	ADP
dpc-5110	81	42	these	these	DET
dpc-5110	81	43	probabilities	probability	NOUN
dpc-5110	81	44	.	.	PUNCT
dpc-5110	82	1	the	the	DET
dpc-5110	82	2	risk	risk	NOUN
dpc-5110	82	3	assessment	assessment	NOUN
dpc-5110	82	4	is	be	AUX
dpc-5110	82	5	given	give	VERB
dpc-5110	82	6	to	to	ADP
dpc-5110	82	7	the	the	DET
dpc-5110	82	8	user	user	NOUN
dpc-5110	82	9	of	of	ADP
dpc-5110	82	10	the	the	DET
dpc-5110	82	11	app	app	NOUN
dpc-5110	82	12	.	.	PUNCT
dpc-5110	83	1	the	the	DET
dpc-5110	83	2	diagnosis	diagnosis	NOUN
dpc-5110	83	3	as	as	ADV
dpc-5110	83	4	well	well	ADV
dpc-5110	83	5	as	as	ADP
dpc-5110	83	6	the	the	DET
dpc-5110	83	7	probabilities	probability	NOUN
dpc-5110	83	8	for	for	ADP
dpc-5110	83	9	the	the	DET
dpc-5110	83	10	respective	respective	ADJ
dpc-5110	83	11	label	label	NOUN
dpc-5110	83	12	are	be	AUX
dpc-5110	83	13	stored	store	VERB
dpc-5110	83	14	in	in	ADP
dpc-5110	83	15	the	the	DET
dpc-5110	83	16	background	background	NOUN
dpc-5110	83	17	,	,	PUNCT
dpc-5110	83	18	which	which	PRON
dpc-5110	83	19	the	the	DET
dpc-5110	83	20	developers	developer	NOUN
dpc-5110	83	21	shared	share	VERB
dpc-5110	83	22	with	with	ADP
dpc-5110	83	23	us	we	PRON
dpc-5110	83	24	as	as	ADP
dpc-5110	83	25	part	part	NOUN
dpc-5110	83	26	of	of	ADP
dpc-5110	83	27	the	the	DET
dpc-5110	83	28	study	study	NOUN
dpc-5110	83	29	design	design	NOUN
dpc-5110	83	30	.	.	PUNCT
dpc-5110	84	1	detailed	detailed	ADJ
dpc-5110	84	2	information	information	NOUN
dpc-5110	84	3	about	about	ADP
dpc-5110	84	4	the	the	DET
dpc-5110	84	5	algorithm	algorithm	NOUN
dpc-5110	84	6	is	be	AUX
dpc-5110	84	7	given	give	VERB
dpc-5110	84	8	in	in	ADP
dpc-5110	84	9	the	the	DET
dpc-5110	84	10	supplementary	supplementary	ADJ
dpc-5110	84	11	material	material	NOUN
dpc-5110	84	12	.	.	PUNCT
dpc-5110	85	1	statistical	statistical	ADJ
dpc-5110	85	2	analysis	analysis	NOUN
dpc-5110	85	3	the	the	DET
dpc-5110	85	4	calculations	calculation	NOUN
dpc-5110	85	5	were	be	AUX
dpc-5110	85	6	performed	perform	VERB
dpc-5110	85	7	by	by	ADP
dpc-5110	85	8	using	use	VERB
dpc-5110	85	9	ibm	ibm	PROPN
dpc-5110	85	10	spss	spss	PROPN
dpc-5110	85	11	statistics	statistic	NOUN
dpc-5110	85	12	28	28	NUM
dpc-5110	85	13	.	.	PUNCT
dpc-5110	86	1	to	to	PART
dpc-5110	86	2	quantify	quantify	VERB
dpc-5110	86	3	the	the	DET
dpc-5110	86	4	risk	risk	NOUN
dpc-5110	86	5	assessment	assessment	NOUN
dpc-5110	86	6	,	,	PUNCT
dpc-5110	86	7	accuracy	accuracy	NOUN
dpc-5110	86	8	,	,	PUNCT
dpc-5110	86	9	sensitivity	sensitivity	NOUN
dpc-5110	86	10	,	,	PUNCT
dpc-5110	86	11	and	and	CCONJ
dpc-5110	86	12	specificity	specificity	NOUN
dpc-5110	86	13	were	be	AUX
dpc-5110	86	14	calculated	calculate	VERB
dpc-5110	86	15	.	.	PUNCT
dpc-5110	87	1	as	as	SCONJ
dpc-5110	87	2	sensitivity	sensitivity	NOUN
dpc-5110	87	3	and	and	CCONJ
dpc-5110	87	4	specificity	specificity	NOUN
dpc-5110	87	5	are	be	AUX
dpc-5110	87	6	binary	binary	ADJ
dpc-5110	87	7	classifications	classification	NOUN
dpc-5110	87	8	,	,	PUNCT
dpc-5110	87	9	the	the	DET
dpc-5110	87	10	risk	risk	NOUN
dpc-5110	87	11	groups	group	NOUN
dpc-5110	87	12	“	"	PUNCT
dpc-5110	87	13	yellow	yellow	ADJ
dpc-5110	87	14	”	"	PUNCT
dpc-5110	87	15	and	and	CCONJ
dpc-5110	87	16	“	"	PUNCT
dpc-5110	87	17	red	red	ADJ
dpc-5110	87	18	”	"	PUNCT
dpc-5110	87	19	were	be	AUX
dpc-5110	87	20	summarized	summarize	VERB
dpc-5110	87	21	(	(	PUNCT
dpc-5110	87	22	“	"	PUNCT
dpc-5110	87	23	non	non	ADJ
dpc-5110	87	24	-	-	ADJ
dpc-5110	87	25	benign	benign	ADJ
dpc-5110	87	26	”	"	PUNCT
dpc-5110	87	27	)	)	PUNCT
dpc-5110	87	28	and	and	CCONJ
dpc-5110	87	29	compared	compare	VERB
dpc-5110	87	30	with	with	ADP
dpc-5110	87	31	the	the	DET
dpc-5110	87	32	risk	risk	NOUN
dpc-5110	87	33	group	group	NOUN
dpc-5110	87	34	“	"	PUNCT
dpc-5110	87	35	green	green	NOUN
dpc-5110	87	36	”	"	PUNCT
dpc-5110	87	37	(	(	PUNCT
dpc-5110	87	38	“	"	PUNCT
dpc-5110	87	39	benign	benign	ADJ
dpc-5110	87	40	”	"	PUNCT
dpc-5110	87	41	)	)	PUNCT
dpc-5110	87	42	.	.	PUNCT
dpc-5110	88	1	this	this	DET
dpc-5110	88	2	approach	approach	NOUN
dpc-5110	88	3	was	be	AUX
dpc-5110	88	4	chosen	choose	VERB
dpc-5110	88	5	due	due	ADP
dpc-5110	88	6	to	to	ADP
dpc-5110	88	7	the	the	DET
dpc-5110	88	8	fact	fact	NOUN
dpc-5110	88	9	that	that	SCONJ
dpc-5110	88	10	the	the	DET
dpc-5110	88	11	risk	risk	NOUN
dpc-5110	88	12	groups	group	NOUN
dpc-5110	88	13	“	"	PUNCT
dpc-5110	88	14	yellow	yellow	ADJ
dpc-5110	88	15	”	"	PUNCT
dpc-5110	88	16	and	and	CCONJ
dpc-5110	88	17	“	"	PUNCT
dpc-5110	88	18	red	red	ADJ
dpc-5110	88	19	”	"	PUNCT
dpc-5110	88	20	need	need	VERB
dpc-5110	88	21	further	further	ADJ
dpc-5110	88	22	attention	attention	NOUN
dpc-5110	88	23	,	,	PUNCT
dpc-5110	88	24	independently	independently	ADV
dpc-5110	88	25	of	of	ADP
dpc-5110	88	26	their	their	PRON
dpc-5110	88	27	risk	risk	NOUN
dpc-5110	88	28	level	level	NOUN
dpc-5110	88	29	.	.	PUNCT
dpc-5110	89	1	the	the	DET
dpc-5110	89	2	exact	exact	ADJ
dpc-5110	89	3	clopper	clopper	NOUN
dpc-5110	89	4	-	-	PUNCT
dpc-5110	89	5	pearson	pearson	NOUN
dpc-5110	89	6	95	95	NUM
dpc-5110	89	7	%	%	NOUN
dpc-5110	89	8	confidence	confidence	NOUN
dpc-5110	89	9	interval	interval	NOUN
dpc-5110	89	10	(	(	PUNCT
dpc-5110	89	11	ci	ci	NOUN
dpc-5110	89	12	)	)	PUNCT
dpc-5110	89	13	was	be	AUX
dpc-5110	89	14	used	use	VERB
dpc-5110	89	15	to	to	PART
dpc-5110	89	16	calculate	calculate	VERB
dpc-5110	89	17	the	the	DET
dpc-5110	89	18	corresponding	correspond	VERB
dpc-5110	89	19	confidence	confidence	NOUN
dpc-5110	89	20	intervals	interval	NOUN
dpc-5110	89	21	.	.	PUNCT
dpc-5110	90	1	furthermore	furthermore	ADV
dpc-5110	90	2	,	,	PUNCT
dpc-5110	90	3	we	we	PRON
dpc-5110	90	4	evaluated	evaluate	VERB
dpc-5110	90	5	inter	inter	ADJ
dpc-5110	90	6	-	-	ADJ
dpc-5110	90	7	rater	rater	ADJ
dpc-5110	90	8	variability	variability	NOUN
dpc-5110	90	9	using	use	VERB
dpc-5110	90	10	cohen	cohen	PROPN
dpc-5110	90	11	’s	’s	PART
dpc-5110	90	12	kappa	kappa	PROPN
dpc-5110	90	13	,	,	PUNCT
dpc-5110	90	14	a	a	DET
dpc-5110	90	15	metric	metric	NOUN
dpc-5110	90	16	for	for	ADP
dpc-5110	90	17	measuring	measure	VERB
dpc-5110	90	18	agreement	agreement	NOUN
dpc-5110	90	19	between	between	ADP
dpc-5110	90	20	two	two	NUM
dpc-5110	90	21	raters	rater	NOUN
dpc-5110	90	22	categorizing	categorize	VERB
dpc-5110	90	23	items	item	NOUN
dpc-5110	90	24	on	on	ADP
dpc-5110	90	25	a	a	DET
dpc-5110	90	26	nominal	nominal	ADJ
dpc-5110	90	27	scale	scale	NOUN
dpc-5110	90	28	(	(	PUNCT
dpc-5110	90	29	“	"	PUNCT
dpc-5110	90	30	yes	yes	INTJ
dpc-5110	90	31	”	"	PUNCT
dpc-5110	90	32	or	or	CCONJ
dpc-5110	90	33	“	"	PUNCT
dpc-5110	90	34	no	no	INTJ
dpc-5110	90	35	”	"	PUNCT
dpc-5110	90	36	)	)	PUNCT
dpc-5110	90	37	.	.	PUNCT
dpc-5110	91	1	to	to	PART
dpc-5110	91	2	assess	assess	VERB
dpc-5110	91	3	inter	inter	ADJ
dpc-5110	91	4	-	-	ADJ
dpc-5110	91	5	rater	rater	ADJ
dpc-5110	91	6	reliability	reliability	NOUN
dpc-5110	91	7	among	among	ADP
dpc-5110	91	8	dermatologists	dermatologist	NOUN
dpc-5110	91	9	,	,	PUNCT
dpc-5110	91	10	we	we	PRON
dpc-5110	91	11	compared	compare	VERB
dpc-5110	91	12	pairs	pair	NOUN
dpc-5110	91	13	of	of	ADP
dpc-5110	91	14	dermatologists	dermatologist	NOUN
dpc-5110	91	15	,	,	PUNCT
dpc-5110	91	16	resulting	result	VERB
dpc-5110	91	17	in	in	ADP
dpc-5110	91	18	three	three	NUM
dpc-5110	91	19	distinct	distinct	ADJ
dpc-5110	91	20	cohen	cohen	PROPN
dpc-5110	91	21	-	-	PUNCT
dpc-5110	91	22	kappa	kappa	PROPN
dpc-5110	91	23	coefficients	coefficient	NOUN
dpc-5110	91	24	.	.	PUNCT
dpc-5110	92	1	these	these	DET
dpc-5110	92	2	coefficients	coefficient	NOUN
dpc-5110	92	3	demonstrate	demonstrate	VERB
dpc-5110	92	4	the	the	DET
dpc-5110	92	5	consistency	consistency	NOUN
dpc-5110	92	6	of	of	ADP
dpc-5110	92	7	risk	risk	NOUN
dpc-5110	92	8	-	-	PUNCT
dpc-5110	92	9	assessments	assessment	NOUN
dpc-5110	92	10	among	among	ADP
dpc-5110	92	11	multiple	multiple	ADJ
dpc-5110	92	12	experts	expert	NOUN
dpc-5110	92	13	.	.	PUNCT
dpc-5110	93	1	table	table	NOUN
dpc-5110	93	2	1	1	NUM
dpc-5110	93	3	.	.	PUNCT
dpc-5110	94	1	listing	list	VERB
dpc-5110	94	2	of	of	ADP
dpc-5110	94	3	the	the	DET
dpc-5110	94	4	image	image	NOUN
dpc-5110	94	5	-	-	PUNCT
dpc-5110	94	6	associated	associate	VERB
dpc-5110	94	7	exclusion	exclusion	NOUN
dpc-5110	94	8	criteria	criterion	NOUN
dpc-5110	94	9	.	.	PUNCT
dpc-5110	95	1	the	the	DET
dpc-5110	95	2	user	user	NOUN
dpc-5110	95	3	has	have	VERB
dpc-5110	95	4	skin	skin	NOUN
dpc-5110	95	5	type	type	NOUN
dpc-5110	95	6	v	v	NOUN
dpc-5110	95	7	(	(	PUNCT
dpc-5110	95	8	dark	dark	ADJ
dpc-5110	95	9	brown	brown	NOUN
dpc-5110	95	10	)	)	PUNCT
dpc-5110	95	11	or	or	CCONJ
dpc-5110	95	12	vi	vi	PROPN
dpc-5110	95	13	(	(	PUNCT
dpc-5110	95	14	darkest	dark	ADJ
dpc-5110	95	15	brown	brown	NOUN
dpc-5110	95	16	)	)	PUNCT
dpc-5110	95	17	according	accord	VERB
dpc-5110	95	18	to	to	ADP
dpc-5110	95	19	fitzpatrick	fitzpatrick	NOUN
dpc-5110	95	20	the	the	DET
dpc-5110	95	21	lesion	lesion	NOUN
dpc-5110	95	22	has	have	VERB
dpc-5110	95	23	low	low	ADJ
dpc-5110	95	24	visual	visual	ADJ
dpc-5110	95	25	contrast	contrast	NOUN
dpc-5110	95	26	to	to	ADP
dpc-5110	95	27	the	the	DET
dpc-5110	95	28	surrounding	surround	VERB
dpc-5110	95	29	skin	skin	NOUN
dpc-5110	95	30	area	area	NOUN
dpc-5110	95	31	the	the	DET
dpc-5110	95	32	lesion	lesion	NOUN
dpc-5110	95	33	is	be	AUX
dpc-5110	95	34	surrounded	surround	VERB
dpc-5110	95	35	or	or	CCONJ
dpc-5110	95	36	covered	cover	VERB
dpc-5110	95	37	by	by	ADP
dpc-5110	95	38	hair	hair	NOUN
dpc-5110	95	39	the	the	DET
dpc-5110	95	40	skin	skin	NOUN
dpc-5110	95	41	is	be	AUX
dpc-5110	95	42	sunburned	sunburn	VERB
dpc-5110	95	43	the	the	DET
dpc-5110	95	44	lesion	lesion	NOUN
dpc-5110	95	45	has	have	AUX
dpc-5110	95	46	previously	previously	ADV
dpc-5110	95	47	been	be	AUX
dpc-5110	95	48	traumatized	traumatize	VERB
dpc-5110	95	49	(	(	PUNCT
dpc-5110	95	50	excised	excise	VERB
dpc-5110	95	51	/	/	SYM
dpc-5110	95	52	biopsied	biopsied	ADJ
dpc-5110	95	53	)	)	PUNCT
dpc-5110	95	54	the	the	DET
dpc-5110	95	55	surrounding	surround	VERB
dpc-5110	95	56	skin	skin	NOUN
dpc-5110	95	57	is	be	AUX
dpc-5110	95	58	not	not	PART
dpc-5110	95	59	intact	intact	ADJ
dpc-5110	95	60	(	(	PUNCT
dpc-5110	95	61	e.g.	e.g.	ADV
dpc-5110	95	62	,	,	PUNCT
dpc-5110	95	63	open	open	ADJ
dpc-5110	95	64	wounds	wound	NOUN
dpc-5110	95	65	,	,	PUNCT
dpc-5110	95	66	ulcers	ulcer	NOUN
dpc-5110	95	67	,	,	PUNCT
dpc-5110	95	68	bleeding	bleeding	NOUN
dpc-5110	95	69	,	,	PUNCT
dpc-5110	95	70	irritation	irritation	NOUN
dpc-5110	95	71	)	)	PUNCT
dpc-5110	95	72	the	the	DET
dpc-5110	95	73	lesion	lesion	NOUN
dpc-5110	95	74	is	be	AUX
dpc-5110	95	75	located	locate	VERB
dpc-5110	95	76	on	on	ADP
dpc-5110	95	77	or	or	CCONJ
dpc-5110	95	78	next	next	ADJ
dpc-5110	95	79	to	to	ADP
dpc-5110	95	80	anatomical	anatomical	ADJ
dpc-5110	95	81	structures	structure	NOUN
dpc-5110	95	82	(	(	PUNCT
dpc-5110	95	83	“	"	PUNCT
dpc-5110	95	84	special	special	ADJ
dpc-5110	95	85	sites	site	NOUN
dpc-5110	95	86	”	"	PUNCT
dpc-5110	95	87	)	)	PUNCT
dpc-5110	95	88	such	such	ADJ
dpc-5110	95	89	as	as	ADP
dpc-5110	95	90	ear	ear	NOUN
dpc-5110	95	91	,	,	PUNCT
dpc-5110	95	92	eye	eye	NOUN
dpc-5110	95	93	,	,	PUNCT
dpc-5110	95	94	genitals	genital	NOUN
dpc-5110	95	95	,	,	PUNCT
dpc-5110	95	96	hair	hair	NOUN
dpc-5110	95	97	,	,	PUNCT
dpc-5110	95	98	mouth	mouth	NOUN
dpc-5110	95	99	,	,	PUNCT
dpc-5110	95	100	nails	nail	NOUN
dpc-5110	95	101	,	,	PUNCT
dpc-5110	95	102	nose	nose	NOUN
dpc-5110	95	103	,	,	PUNCT
dpc-5110	95	104	or	or	CCONJ
dpc-5110	95	105	nipples	nipple	VERB
dpc-5110	95	106	the	the	DET
dpc-5110	95	107	lesion	lesion	NOUN
dpc-5110	95	108	is	be	AUX
dpc-5110	95	109	very	very	ADV
dpc-5110	95	110	close	close	ADJ
dpc-5110	95	111	to	to	ADP
dpc-5110	95	112	scars	scar	NOUN
dpc-5110	95	113	or	or	CCONJ
dpc-5110	95	114	tattoos	tattoo	NOUN
dpc-5110	95	115	or	or	CCONJ
dpc-5110	95	116	areas	area	NOUN
dpc-5110	95	117	partly	partly	ADV
dpc-5110	95	118	or	or	CCONJ
dpc-5110	95	119	fully	fully	ADV
dpc-5110	95	120	covered	cover	VERB
dpc-5110	95	121	with	with	ADP
dpc-5110	95	122	opaque	opaque	ADJ
dpc-5110	95	123	or	or	CCONJ
dpc-5110	95	124	glittering	glitter	VERB
dpc-5110	95	125	substances	substance	NOUN
dpc-5110	95	126	like	like	ADP
dpc-5110	95	127	make	make	VERB
dpc-5110	95	128	-	-	PUNCT
dpc-5110	95	129	up	up	NOUN
dpc-5110	95	130	or	or	CCONJ
dpc-5110	95	131	any	any	DET
dpc-5110	95	132	kind	kind	NOUN
dpc-5110	95	133	of	of	ADP
dpc-5110	95	134	skin	skin	NOUN
dpc-5110	95	135	cream	cream	NOUN
dpc-5110	95	136	the	the	DET
dpc-5110	95	137	lesion	lesion	NOUN
dpc-5110	95	138	is	be	AUX
dpc-5110	95	139	on	on	ADP
dpc-5110	95	140	mucosal	mucosal	ADJ
dpc-5110	95	141	surfaces	surface	NOUN
dpc-5110	95	142	like	like	ADP
dpc-5110	95	143	lips	lip	NOUN
dpc-5110	95	144	,	,	PUNCT
dpc-5110	95	145	in	in	ADP
dpc-5110	95	146	the	the	DET
dpc-5110	95	147	mouth	mouth	NOUN
dpc-5110	95	148	,	,	PUNCT
dpc-5110	95	149	or	or	CCONJ
dpc-5110	95	150	the	the	DET
dpc-5110	95	151	genital	genital	ADJ
dpc-5110	95	152	region	region	NOUN
dpc-5110	95	153	the	the	DET
dpc-5110	95	154	lesion	lesion	NOUN
dpc-5110	95	155	is	be	AUX
dpc-5110	95	156	in	in	ADP
dpc-5110	95	157	a	a	DET
dpc-5110	95	158	skinfold	skinfold	ADJ
dpc-5110	95	159	the	the	DET
dpc-5110	95	160	lesion	lesion	NOUN
dpc-5110	95	161	is	be	AUX
dpc-5110	95	162	not	not	PART
dpc-5110	95	163	on	on	ADP
dpc-5110	95	164	human	human	ADJ
dpc-5110	95	165	skin	skin	NOUN
dpc-5110	95	166	the	the	DET
dpc-5110	95	167	scanned	scan	VERB
dpc-5110	95	168	region	region	NOUN
dpc-5110	95	169	is	be	AUX
dpc-5110	95	170	even	even	ADV
dpc-5110	95	171	partially	partially	ADV
dpc-5110	95	172	covered	cover	VERB
dpc-5110	95	173	by	by	ADP
dpc-5110	95	174	clothes	clothe	NOUN
dpc-5110	95	175	the	the	DET
dpc-5110	95	176	lesion	lesion	NOUN
dpc-5110	95	177	is	be	AUX
dpc-5110	95	178	not	not	PART
dpc-5110	95	179	captured	capture	VERB
dpc-5110	95	180	in	in	ADP
dpc-5110	95	181	focus	focus	NOUN
dpc-5110	95	182	4	4	NUM
dpc-5110	95	183	original	original	ADJ
dpc-5110	95	184	article	article	NOUN
dpc-5110	95	185	|	|	ADV
dpc-5110	95	186	dermatol	dermatol	ADJ
dpc-5110	95	187	pract	pract	NOUN
dpc-5110	95	188	concept	concept	NOUN
dpc-5110	95	189	.	.	PUNCT
dpc-5110	96	1	2025;15(3):5110	2025;15(3):5110	PROPN
dpc-5110	96	2	the	the	DET
dpc-5110	96	3	lesion	lesion	NOUN
dpc-5110	96	4	allocation	allocation	NOUN
dpc-5110	96	5	to	to	ADP
dpc-5110	96	6	the	the	DET
dpc-5110	96	7	three	three	NUM
dpc-5110	96	8	risk	risk	NOUN
dpc-5110	96	9	-	-	PUNCT
dpc-5110	96	10	classes	class	NOUN
dpc-5110	96	11	before	before	ADV
dpc-5110	96	12	and	and	CCONJ
dpc-5110	96	13	after	after	ADP
dpc-5110	96	14	the	the	DET
dpc-5110	96	15	joint	joint	ADJ
dpc-5110	96	16	review	review	NOUN
dpc-5110	96	17	process	process	NOUN
dpc-5110	96	18	.	.	PUNCT
dpc-5110	97	1	accuracy	accuracy	NOUN
dpc-5110	97	2	of	of	ADP
dpc-5110	97	3	the	the	DET
dpc-5110	97	4	algorithm	algorithm	NOUN
dpc-5110	97	5	after	after	ADP
dpc-5110	97	6	the	the	DET
dpc-5110	97	7	joint	joint	ADJ
dpc-5110	97	8	review	review	NOUN
dpc-5110	97	9	process	process	NOUN
dpc-5110	97	10	,	,	PUNCT
dpc-5110	97	11	statistical	statistical	ADJ
dpc-5110	97	12	analyses	analysis	NOUN
dpc-5110	97	13	of	of	ADP
dpc-5110	97	14	the	the	DET
dpc-5110	97	15	classification	classification	NOUN
dpc-5110	97	16	groups	group	NOUN
dpc-5110	97	17	low	low	ADJ
dpc-5110	97	18	risk	risk	NOUN
dpc-5110	97	19	(	(	PUNCT
dpc-5110	97	20	“	"	PUNCT
dpc-5110	97	21	benign	benign	ADJ
dpc-5110	97	22	”	"	PUNCT
dpc-5110	97	23	)	)	PUNCT
dpc-5110	97	24	versus	versus	ADP
dpc-5110	97	25	medium	medium	ADJ
dpc-5110	97	26	and	and	CCONJ
dpc-5110	97	27	high	high	ADJ
dpc-5110	97	28	risk	risk	NOUN
dpc-5110	97	29	(	(	PUNCT
dpc-5110	97	30	“	"	PUNCT
dpc-5110	97	31	non	non	ADJ
dpc-5110	97	32	-	-	ADJ
dpc-5110	97	33	benign	benign	ADJ
dpc-5110	97	34	”	"	PUNCT
dpc-5110	97	35	)	)	PUNCT
dpc-5110	97	36	showed	show	VERB
dpc-5110	97	37	a	a	DET
dpc-5110	97	38	sensitivity	sensitivity	NOUN
dpc-5110	97	39	of	of	ADP
dpc-5110	97	40	76.9	76.9	NUM
dpc-5110	97	41	%	%	NOUN
dpc-5110	97	42	(	(	PUNCT
dpc-5110	97	43	95	95	NUM
dpc-5110	97	44	%	%	NOUN
dpc-5110	97	45	ci	ci	NOUN
dpc-5110	97	46	:	:	PUNCT
dpc-5110	97	47	71.7%–81.5	71.7%–81.5	NOUN
dpc-5110	97	48	%	%	NOUN
dpc-5110	97	49	)	)	PUNCT
dpc-5110	97	50	and	and	CCONJ
dpc-5110	97	51	a	a	DET
dpc-5110	97	52	specificity	specificity	NOUN
dpc-5110	97	53	of	of	ADP
dpc-5110	97	54	80.9	80.9	NUM
dpc-5110	97	55	%	%	NOUN
dpc-5110	97	56	(	(	PUNCT
dpc-5110	97	57	95	95	NUM
dpc-5110	97	58	%	%	NOUN
dpc-5110	97	59	ci	ci	NOUN
dpc-5110	97	60	:	:	PUNCT
dpc-5110	97	61	78.5%–83.2	78.5%–83.2	NUM
dpc-5110	97	62	%	%	NOUN
dpc-5110	97	63	)	)	PUNCT
dpc-5110	97	64	.	.	PUNCT
dpc-5110	98	1	overall	overall	ADJ
dpc-5110	98	2	accuracy	accuracy	NOUN
dpc-5110	98	3	resulted	result	VERB
dpc-5110	98	4	in	in	ADP
dpc-5110	98	5	77.2	77.2	NUM
dpc-5110	98	6	%	%	NOUN
dpc-5110	98	7	.	.	PUNCT
dpc-5110	99	1	review	review	NOUN
dpc-5110	99	2	process	process	NOUN
dpc-5110	99	3	with	with	ADP
dpc-5110	99	4	the	the	DET
dpc-5110	99	5	senior	senior	ADJ
dpc-5110	99	6	dermatologist	dermatologist	NOUN
dpc-5110	99	7	after	after	ADP
dpc-5110	99	8	the	the	DET
dpc-5110	99	9	joint	joint	ADJ
dpc-5110	99	10	review	review	NOUN
dpc-5110	99	11	process	process	NOUN
dpc-5110	99	12	,	,	PUNCT
dpc-5110	99	13	an	an	DET
dpc-5110	99	14	additional	additional	ADJ
dpc-5110	99	15	review	review	NOUN
dpc-5110	99	16	process	process	NOUN
dpc-5110	99	17	done	do	VERB
dpc-5110	99	18	solely	solely	ADV
dpc-5110	99	19	by	by	ADP
dpc-5110	99	20	the	the	DET
dpc-5110	99	21	senior	senior	ADJ
dpc-5110	99	22	dermatologist	dermatologist	NOUN
dpc-5110	99	23	(	(	PUNCT
dpc-5110	99	24	rhw	rhw	PROPN
dpc-5110	99	25	)	)	PUNCT
dpc-5110	99	26	not	not	PART
dpc-5110	99	27	blinded	blind	VERB
dpc-5110	99	28	to	to	ADP
dpc-5110	99	29	the	the	DET
dpc-5110	99	30	algorithm	algorithm	NOUN
dpc-5110	99	31	’s	’s	PART
dpc-5110	99	32	assessments	assessment	NOUN
dpc-5110	99	33	was	be	AUX
dpc-5110	99	34	added	add	VERB
dpc-5110	99	35	.	.	PUNCT
dpc-5110	100	1	this	this	DET
dpc-5110	100	2	approach	approach	NOUN
dpc-5110	100	3	was	be	AUX
dpc-5110	100	4	chosen	choose	VERB
dpc-5110	100	5	in	in	ADP
dpc-5110	100	6	order	order	NOUN
dpc-5110	100	7	to	to	PART
dpc-5110	100	8	elucidate	elucidate	VERB
dpc-5110	100	9	potential	potential	ADJ
dpc-5110	100	10	causes	cause	NOUN
dpc-5110	100	11	of	of	ADP
dpc-5110	100	12	ai	ai	VERB
dpc-5110	100	13	’s	’s	PART
dpc-5110	100	14	incorrect	incorrect	ADJ
dpc-5110	100	15	classifications	classification	NOUN
dpc-5110	100	16	.	.	PUNCT
dpc-5110	101	1	the	the	DET
dpc-5110	101	2	following	follow	VERB
dpc-5110	101	3	lesions	lesion	NOUN
dpc-5110	101	4	were	be	AUX
dpc-5110	101	5	selected	select	VERB
dpc-5110	101	6	:	:	PUNCT
dpc-5110	101	7	•	•	NUM
dpc-5110	101	8	lesions	lesion	NOUN
dpc-5110	101	9	that	that	PRON
dpc-5110	101	10	were	be	AUX
dpc-5110	101	11	classified	classify	VERB
dpc-5110	101	12	as	as	ADP
dpc-5110	101	13	being	be	AUX
dpc-5110	101	14	low	low	ADJ
dpc-5110	101	15	risk	risk	NOUN
dpc-5110	101	16	by	by	ADP
dpc-5110	101	17	the	the	DET
dpc-5110	101	18	algorithm	algorithm	NOUN
dpc-5110	101	19	,	,	PUNCT
dpc-5110	101	20	whereas	whereas	SCONJ
dpc-5110	101	21	the	the	DET
dpc-5110	101	22	consensus	consensus	NOUN
dpc-5110	101	23	opinion	opinion	NOUN
dpc-5110	101	24	was	be	AUX
dpc-5110	101	25	medium	medium	ADJ
dpc-5110	101	26	or	or	CCONJ
dpc-5110	101	27	high	high	ADJ
dpc-5110	101	28	risk	risk	NOUN
dpc-5110	101	29	•	•	NOUN
dpc-5110	101	30	lesions	lesion	NOUN
dpc-5110	101	31	that	that	PRON
dpc-5110	101	32	were	be	AUX
dpc-5110	101	33	assessed	assess	VERB
dpc-5110	101	34	as	as	ADP
dpc-5110	101	35	being	be	AUX
dpc-5110	101	36	high	high	ADJ
dpc-5110	101	37	risk	risk	NOUN
dpc-5110	101	38	by	by	ADP
dpc-5110	101	39	the	the	DET
dpc-5110	101	40	algorithm	algorithm	NOUN
dpc-5110	101	41	,	,	PUNCT
dpc-5110	101	42	whereas	whereas	SCONJ
dpc-5110	101	43	the	the	DET
dpc-5110	101	44	consensus	consensus	NOUN
dpc-5110	101	45	opinion	opinion	NOUN
dpc-5110	101	46	was	be	AUX
dpc-5110	101	47	low	low	ADJ
dpc-5110	101	48	risk	risk	NOUN
dpc-5110	101	49	low	low	ADJ
dpc-5110	101	50	risk	risk	NOUN
dpc-5110	101	51	by	by	ADP
dpc-5110	101	52	ai	ai	PROPN
dpc-5110	101	53	versus	versus	ADP
dpc-5110	101	54	medium	medium	ADJ
dpc-5110	101	55	/	/	SYM
dpc-5110	101	56	high	high	ADJ
dpc-5110	101	57	risk	risk	NOUN
dpc-5110	101	58	by	by	ADP
dpc-5110	101	59	consensus	consensus	NOUN
dpc-5110	101	60	seventy	seventy	NUM
dpc-5110	101	61	-	-	PUNCT
dpc-5110	101	62	one	one	NUM
dpc-5110	101	63	lesions	lesion	NOUN
dpc-5110	101	64	were	be	AUX
dpc-5110	101	65	classified	classify	VERB
dpc-5110	101	66	as	as	ADP
dpc-5110	101	67	low	low	ADJ
dpc-5110	101	68	risk	risk	NOUN
dpc-5110	101	69	by	by	ADP
dpc-5110	101	70	ai	ai	NOUN
dpc-5110	101	71	.	.	PUNCT
dpc-5110	102	1	after	after	ADP
dpc-5110	102	2	review	review	NOUN
dpc-5110	102	3	by	by	ADP
dpc-5110	102	4	the	the	DET
dpc-5110	102	5	senior	senior	ADJ
dpc-5110	102	6	dermatologist	dermatologist	NOUN
dpc-5110	102	7	,	,	PUNCT
dpc-5110	102	8	22	22	NUM
dpc-5110	102	9	(	(	PUNCT
dpc-5110	102	10	30.98	30.98	NUM
dpc-5110	102	11	%	%	NOUN
dpc-5110	102	12	)	)	PUNCT
dpc-5110	102	13	of	of	ADP
dpc-5110	102	14	these	these	PRON
dpc-5110	102	15	were	be	AUX
dpc-5110	102	16	confirmed	confirm	VERB
dpc-5110	102	17	as	as	ADP
dpc-5110	102	18	correctly	correctly	ADV
dpc-5110	102	19	being	be	AUX
dpc-5110	102	20	classified	classify	VERB
dpc-5110	102	21	as	as	ADP
dpc-5110	102	22	low	low	ADJ
dpc-5110	102	23	risk	risk	NOUN
dpc-5110	102	24	.	.	PUNCT
dpc-5110	103	1	these	these	DET
dpc-5110	103	2	22	22	NUM
dpc-5110	103	3	lesions	lesion	NOUN
dpc-5110	103	4	included	include	VERB
dpc-5110	103	5	nine	nine	NUM
dpc-5110	103	6	black	black	ADJ
dpc-5110	103	7	or	or	CCONJ
dpc-5110	103	8	red	red	ADJ
dpc-5110	103	9	nevi	nevi	NOUN
dpc-5110	103	10	,	,	PUNCT
dpc-5110	103	11	one	one	NUM
dpc-5110	103	12	congenital	congenital	ADJ
dpc-5110	103	13	nevus	nevus	NOUN
dpc-5110	103	14	,	,	PUNCT
dpc-5110	103	15	and	and	CCONJ
dpc-5110	103	16	12	12	NUM
dpc-5110	103	17	nevi	nevi	NOUN
dpc-5110	103	18	without	without	ADP
dpc-5110	103	19	specific	specific	ADJ
dpc-5110	103	20	features	feature	NOUN
dpc-5110	103	21	.	.	PUNCT
dpc-5110	104	1	high	high	ADJ
dpc-5110	104	2	risk	risk	NOUN
dpc-5110	104	3	by	by	ADP
dpc-5110	104	4	ai	ai	PROPN
dpc-5110	104	5	versus	versus	ADP
dpc-5110	104	6	low	low	ADJ
dpc-5110	104	7	risk	risk	NOUN
dpc-5110	104	8	by	by	ADP
dpc-5110	104	9	the	the	DET
dpc-5110	104	10	consensus	consensus	NOUN
dpc-5110	104	11	twenty	twenty	NUM
dpc-5110	104	12	-	-	PUNCT
dpc-5110	104	13	eight	eight	NUM
dpc-5110	104	14	lesions	lesion	NOUN
dpc-5110	104	15	were	be	AUX
dpc-5110	104	16	classified	classify	VERB
dpc-5110	104	17	as	as	ADP
dpc-5110	104	18	high	high	ADJ
dpc-5110	104	19	risk	risk	NOUN
dpc-5110	104	20	by	by	ADP
dpc-5110	104	21	the	the	DET
dpc-5110	104	22	algorithm	algorithm	NOUN
dpc-5110	104	23	.	.	PUNCT
dpc-5110	105	1	after	after	ADP
dpc-5110	105	2	review	review	NOUN
dpc-5110	105	3	,	,	PUNCT
dpc-5110	105	4	10	10	NUM
dpc-5110	105	5	(	(	PUNCT
dpc-5110	105	6	35.71	35.71	NUM
dpc-5110	105	7	%	%	NOUN
dpc-5110	105	8	)	)	PUNCT
dpc-5110	105	9	of	of	ADP
dpc-5110	105	10	these	these	PRON
dpc-5110	105	11	were	be	AUX
dpc-5110	105	12	confirmed	confirm	VERB
dpc-5110	105	13	as	as	ADP
dpc-5110	105	14	correctly	correctly	ADV
dpc-5110	105	15	being	be	AUX
dpc-5110	105	16	classified	classify	VERB
dpc-5110	105	17	as	as	ADP
dpc-5110	105	18	high	high	ADJ
dpc-5110	105	19	risk	risk	NOUN
dpc-5110	105	20	.	.	PUNCT
dpc-5110	106	1	the	the	DET
dpc-5110	106	2	remaining	remain	VERB
dpc-5110	106	3	18	18	NUM
dpc-5110	106	4	lesions	lesion	NOUN
dpc-5110	106	5	mostly	mostly	ADV
dpc-5110	106	6	showed	show	VERB
dpc-5110	106	7	features	feature	NOUN
dpc-5110	106	8	like	like	ADP
dpc-5110	106	9	scratching	scratch	VERB
dpc-5110	106	10	artefacts	artefact	NOUN
dpc-5110	106	11	(	(	PUNCT
dpc-5110	106	12	n=4	n=4	NOUN
dpc-5110	106	13	)	)	PUNCT
dpc-5110	106	14	detailed	detailed	ADJ
dpc-5110	106	15	information	information	NOUN
dpc-5110	106	16	on	on	ADP
dpc-5110	106	17	statistical	statistical	ADJ
dpc-5110	106	18	analyses	analysis	NOUN
dpc-5110	106	19	and	and	CCONJ
dpc-5110	106	20	sample	sample	NOUN
dpc-5110	106	21	size	size	NOUN
dpc-5110	106	22	calculations	calculation	NOUN
dpc-5110	106	23	are	be	AUX
dpc-5110	106	24	given	give	VERB
dpc-5110	106	25	in	in	ADP
dpc-5110	106	26	the	the	DET
dpc-5110	106	27	supplementary	supplementary	ADJ
dpc-5110	106	28	material	material	NOUN
dpc-5110	106	29	.	.	PUNCT
dpc-5110	107	1	results	result	VERB
dpc-5110	107	2	a	a	DET
dpc-5110	107	3	total	total	NOUN
dpc-5110	107	4	of	of	ADP
dpc-5110	107	5	1,428	1,428	NUM
dpc-5110	107	6	lesions	lesion	NOUN
dpc-5110	107	7	was	be	AUX
dpc-5110	107	8	included	include	VERB
dpc-5110	107	9	.	.	PUNCT
dpc-5110	108	1	due	due	ADP
dpc-5110	108	2	to	to	ADP
dpc-5110	108	3	european	european	PROPN
dpc-5110	108	4	data	data	PROPN
dpc-5110	108	5	protection	protection	NOUN
dpc-5110	108	6	regulations	regulation	NOUN
dpc-5110	108	7	for	for	ADP
dpc-5110	108	8	medical	medical	ADJ
dpc-5110	108	9	devices	device	NOUN
dpc-5110	108	10	,	,	PUNCT
dpc-5110	108	11	no	no	DET
dpc-5110	108	12	statement	statement	NOUN
dpc-5110	108	13	could	could	AUX
dpc-5110	108	14	be	be	AUX
dpc-5110	108	15	made	make	VERB
dpc-5110	108	16	about	about	ADP
dpc-5110	108	17	the	the	DET
dpc-5110	108	18	exact	exact	ADJ
dpc-5110	108	19	number	number	NOUN
dpc-5110	108	20	of	of	ADP
dpc-5110	108	21	participants	participant	NOUN
dpc-5110	108	22	nor	nor	CCONJ
dpc-5110	108	23	their	their	PRON
dpc-5110	108	24	age	age	NOUN
dpc-5110	108	25	and	and	CCONJ
dpc-5110	108	26	sex	sex	NOUN
dpc-5110	108	27	distribution	distribution	NOUN
dpc-5110	108	28	.	.	PUNCT
dpc-5110	109	1	in	in	ADP
dpc-5110	109	2	902	902	NUM
dpc-5110	109	3	lesions	lesion	NOUN
dpc-5110	109	4	(	(	PUNCT
dpc-5110	109	5	63.16	63.16	NUM
dpc-5110	109	6	%	%	NOUN
dpc-5110	109	7	)	)	PUNCT
dpc-5110	109	8	there	there	PRON
dpc-5110	109	9	was	be	VERB
dpc-5110	109	10	full	full	ADJ
dpc-5110	109	11	agreement	agreement	NOUN
dpc-5110	109	12	among	among	ADP
dpc-5110	109	13	all	all	DET
dpc-5110	109	14	three	three	NUM
dpc-5110	109	15	dermatologists	dermatologist	NOUN
dpc-5110	109	16	,	,	PUNCT
dpc-5110	109	17	and	and	CCONJ
dpc-5110	109	18	in	in	ADP
dpc-5110	109	19	441	441	NUM
dpc-5110	109	20	lesions	lesion	NOUN
dpc-5110	109	21	(	(	PUNCT
dpc-5110	109	22	30.88	30.88	NUM
dpc-5110	109	23	%	%	NOUN
dpc-5110	109	24	)	)	PUNCT
dpc-5110	109	25	a	a	DET
dpc-5110	109	26	two	two	NUM
dpc-5110	109	27	-	-	PUNCT
dpc-5110	109	28	thirds	third	NOUN
dpc-5110	109	29	majority	majority	NOUN
dpc-5110	109	30	was	be	AUX
dpc-5110	109	31	reached	reach	VERB
dpc-5110	109	32	.	.	PUNCT
dpc-5110	110	1	following	follow	VERB
dpc-5110	110	2	our	our	PRON
dpc-5110	110	3	definition	definition	NOUN
dpc-5110	110	4	,	,	PUNCT
dpc-5110	110	5	a	a	DET
dpc-5110	110	6	consensus	consensus	NOUN
dpc-5110	110	7	was	be	AUX
dpc-5110	110	8	found	find	VERB
dpc-5110	110	9	in	in	ADP
dpc-5110	110	10	1,343	1,343	NUM
dpc-5110	110	11	lesions	lesion	NOUN
dpc-5110	110	12	(	(	PUNCT
dpc-5110	110	13	94.04	94.04	NUM
dpc-5110	110	14	%	%	NOUN
dpc-5110	110	15	)	)	PUNCT
dpc-5110	110	16	.	.	PUNCT
dpc-5110	111	1	eighty	eighty	NUM
dpc-5110	111	2	-	-	PUNCT
dpc-5110	111	3	five	five	NUM
dpc-5110	111	4	lesions	lesion	NOUN
dpc-5110	111	5	(	(	PUNCT
dpc-5110	111	6	5.69	5.69	NUM
dpc-5110	111	7	%	%	NOUN
dpc-5110	111	8	)	)	PUNCT
dpc-5110	111	9	had	have	VERB
dpc-5110	111	10	to	to	PART
dpc-5110	111	11	be	be	AUX
dpc-5110	111	12	discussed	discuss	VERB
dpc-5110	111	13	in	in	ADP
dpc-5110	111	14	a	a	DET
dpc-5110	111	15	joint	joint	ADJ
dpc-5110	111	16	-	-	PUNCT
dpc-5110	111	17	review	review	NOUN
dpc-5110	111	18	process	process	NOUN
dpc-5110	111	19	as	as	ADV
dpc-5110	111	20	either	either	CCONJ
dpc-5110	111	21	no	no	DET
dpc-5110	111	22	two	two	NUM
dpc-5110	111	23	-	-	PUNCT
dpc-5110	111	24	thirds	third	NOUN
dpc-5110	111	25	majority	majority	NOUN
dpc-5110	111	26	was	be	AUX
dpc-5110	111	27	achieved	achieve	VERB
dpc-5110	111	28	or	or	CCONJ
dpc-5110	111	29	lesions	lesion	NOUN
dpc-5110	111	30	were	be	AUX
dpc-5110	111	31	within	within	ADV
dpc-5110	111	32	under	under	ADP
dpc-5110	111	33	abovementioned	abovementione	VERB
dpc-5110	111	34	rules	rule	NOUN
dpc-5110	111	35	.	.	PUNCT
dpc-5110	112	1	risk	risk	NOUN
dpc-5110	112	2	assessment	assessment	NOUN
dpc-5110	112	3	and	and	CCONJ
dpc-5110	112	4	diagnoses	diagnosis	NOUN
dpc-5110	112	5	made	make	VERB
dpc-5110	112	6	by	by	ADP
dpc-5110	112	7	the	the	DET
dpc-5110	112	8	algorithm	algorithm	NOUN
dpc-5110	112	9	seventy	seventy	NUM
dpc-5110	112	10	-	-	PUNCT
dpc-5110	112	11	eight	eight	NUM
dpc-5110	112	12	lesions	lesion	NOUN
dpc-5110	112	13	(	(	PUNCT
dpc-5110	112	14	5.46	5.46	NUM
dpc-5110	112	15	%	%	NOUN
dpc-5110	112	16	)	)	PUNCT
dpc-5110	112	17	were	be	AUX
dpc-5110	112	18	allocated	allocate	VERB
dpc-5110	112	19	to	to	ADP
dpc-5110	112	20	the	the	DET
dpc-5110	112	21	high	high	ADJ
dpc-5110	112	22	-	-	PUNCT
dpc-5110	112	23	risk	risk	NOUN
dpc-5110	112	24	group	group	NOUN
dpc-5110	112	25	,	,	PUNCT
dpc-5110	112	26	372	372	NUM
dpc-5110	112	27	lesions	lesion	NOUN
dpc-5110	112	28	(	(	PUNCT
dpc-5110	112	29	26.06	26.06	NUM
dpc-5110	112	30	%	%	NOUN
dpc-5110	112	31	)	)	PUNCT
dpc-5110	112	32	to	to	ADP
dpc-5110	112	33	the	the	DET
dpc-5110	112	34	medium	medium	ADJ
dpc-5110	112	35	-	-	PUNCT
dpc-5110	112	36	risk	risk	NOUN
dpc-5110	112	37	group	group	NOUN
dpc-5110	112	38	,	,	PUNCT
dpc-5110	112	39	and	and	CCONJ
dpc-5110	112	40	978	978	NUM
dpc-5110	112	41	lesion	lesion	NOUN
dpc-5110	112	42	(	(	PUNCT
dpc-5110	112	43	68.48	68.48	NUM
dpc-5110	112	44	%	%	NOUN
dpc-5110	112	45	)	)	PUNCT
dpc-5110	112	46	to	to	ADP
dpc-5110	112	47	the	the	DET
dpc-5110	112	48	low	low	ADJ
dpc-5110	112	49	-	-	PUNCT
dpc-5110	112	50	risk	risk	NOUN
dpc-5110	112	51	group	group	NOUN
dpc-5110	112	52	.	.	PUNCT
dpc-5110	113	1	risk	risk	NOUN
dpc-5110	113	2	-	-	PUNCT
dpc-5110	113	3	assessment	assessment	NOUN
dpc-5110	113	4	and	and	CCONJ
dpc-5110	113	5	diagnoses	diagnosis	NOUN
dpc-5110	113	6	made	make	VERB
dpc-5110	113	7	by	by	ADP
dpc-5110	113	8	the	the	DET
dpc-5110	113	9	dermatologists	dermatologist	NOUN
dpc-5110	113	10	the	the	DET
dpc-5110	113	11	allocation	allocation	NOUN
dpc-5110	113	12	of	of	ADP
dpc-5110	113	13	the	the	DET
dpc-5110	113	14	lesions	lesion	NOUN
dpc-5110	113	15	to	to	ADP
dpc-5110	113	16	the	the	DET
dpc-5110	113	17	three	three	NUM
dpc-5110	113	18	risk	risk	NOUN
dpc-5110	113	19	classes	class	NOUN
dpc-5110	113	20	done	do	VERB
dpc-5110	113	21	by	by	ADP
dpc-5110	113	22	the	the	DET
dpc-5110	113	23	three	three	NUM
dpc-5110	113	24	dermatologists	dermatologist	NOUN
dpc-5110	113	25	is	be	AUX
dpc-5110	113	26	shown	show	VERB
dpc-5110	113	27	in	in	ADP
dpc-5110	113	28	figure	figure	NOUN
dpc-5110	113	29	1	1	NUM
dpc-5110	113	30	.	.	PUNCT
dpc-5110	113	31	joint	joint	ADJ
dpc-5110	113	32	review	review	NOUN
dpc-5110	113	33	process	process	NOUN
dpc-5110	113	34	the	the	DET
dpc-5110	113	35	85	85	NUM
dpc-5110	113	36	lesions	lesion	NOUN
dpc-5110	113	37	(	(	PUNCT
dpc-5110	113	38	5.69	5.69	NUM
dpc-5110	113	39	%	%	NOUN
dpc-5110	113	40	)	)	PUNCT
dpc-5110	113	41	in	in	ADP
dpc-5110	113	42	the	the	DET
dpc-5110	113	43	joint	joint	ADJ
dpc-5110	113	44	review	review	NOUN
dpc-5110	113	45	process	process	NOUN
dpc-5110	113	46	scattered	scatter	VERB
dpc-5110	113	47	as	as	SCONJ
dpc-5110	113	48	follows	follow	VERB
dpc-5110	113	49	:	:	PUNCT
dpc-5110	113	50	49	49	NUM
dpc-5110	113	51	lesions	lesion	NOUN
dpc-5110	113	52	(	(	PUNCT
dpc-5110	113	53	57.65	57.65	NUM
dpc-5110	113	54	%	%	NOUN
dpc-5110	113	55	)	)	PUNCT
dpc-5110	113	56	were	be	AUX
dpc-5110	113	57	assessed	assess	VERB
dpc-5110	113	58	with	with	ADP
dpc-5110	113	59	all	all	DET
dpc-5110	113	60	three	three	NUM
dpc-5110	113	61	risk	risk	NOUN
dpc-5110	113	62	ratings	rating	NOUN
dpc-5110	113	63	(	(	PUNCT
dpc-5110	113	64	low	low	ADJ
dpc-5110	113	65	-	-	PUNCT
dpc-5110	113	66	medium	medium	NOUN
dpc-5110	113	67	-	-	PUNCT
dpc-5110	113	68	high	high	ADJ
dpc-5110	113	69	)	)	PUNCT
dpc-5110	113	70	,	,	PUNCT
dpc-5110	113	71	32	32	NUM
dpc-5110	113	72	lesions	lesion	NOUN
dpc-5110	113	73	(	(	PUNCT
dpc-5110	113	74	37.65	37.65	NUM
dpc-5110	113	75	%	%	NOUN
dpc-5110	113	76	)	)	PUNCT
dpc-5110	113	77	were	be	AUX
dpc-5110	113	78	rated	rate	VERB
dpc-5110	113	79	as	as	ADP
dpc-5110	113	80	low	low	ADJ
dpc-5110	113	81	risk	risk	NOUN
dpc-5110	113	82	by	by	ADP
dpc-5110	113	83	two	two	NUM
dpc-5110	113	84	dermatologists	dermatologist	NOUN
dpc-5110	113	85	and	and	CCONJ
dpc-5110	113	86	as	as	ADP
dpc-5110	113	87	being	be	AUX
dpc-5110	113	88	high	high	ADJ
dpc-5110	113	89	risk	risk	NOUN
dpc-5110	113	90	by	by	ADP
dpc-5110	113	91	the	the	DET
dpc-5110	113	92	third	third	ADJ
dpc-5110	113	93	dermatologist	dermatologist	NOUN
dpc-5110	113	94	,	,	PUNCT
dpc-5110	113	95	four	four	NUM
dpc-5110	113	96	lesions	lesion	NOUN
dpc-5110	113	97	were	be	AUX
dpc-5110	113	98	rated	rate	VERB
dpc-5110	113	99	differently	differently	ADV
dpc-5110	113	100	by	by	ADP
dpc-5110	113	101	two	two	NUM
dpc-5110	113	102	dermatologists	dermatologist	NOUN
dpc-5110	113	103	,	,	PUNCT
dpc-5110	113	104	and	and	CCONJ
dpc-5110	113	105	the	the	DET
dpc-5110	113	106	third	third	ADJ
dpc-5110	113	107	dermatologist	dermatologist	NOUN
dpc-5110	113	108	did	do	AUX
dpc-5110	113	109	not	not	PART
dpc-5110	113	110	give	give	VERB
dpc-5110	113	111	a	a	DET
dpc-5110	113	112	rating	rating	NOUN
dpc-5110	113	113	.	.	PUNCT
dpc-5110	114	1	during	during	ADP
dpc-5110	114	2	this	this	DET
dpc-5110	114	3	process	process	NOUN
dpc-5110	114	4	,	,	PUNCT
dpc-5110	114	5	10	10	NUM
dpc-5110	114	6	lesions	lesion	NOUN
dpc-5110	114	7	were	be	AUX
dpc-5110	114	8	assessed	assess	VERB
dpc-5110	114	9	as	as	ADP
dpc-5110	114	10	high	high	ADJ
dpc-5110	114	11	risk	risk	NOUN
dpc-5110	114	12	,	,	PUNCT
dpc-5110	114	13	19	19	NUM
dpc-5110	114	14	as	as	ADP
dpc-5110	114	15	medium	medium	ADJ
dpc-5110	114	16	risk	risk	NOUN
dpc-5110	114	17	,	,	PUNCT
dpc-5110	114	18	and	and	CCONJ
dpc-5110	114	19	56	56	NUM
dpc-5110	114	20	as	as	ADP
dpc-5110	114	21	low	low	ADJ
dpc-5110	114	22	risk	risk	NOUN
dpc-5110	114	23	.	.	PUNCT
dpc-5110	115	1	figure	figure	NOUN
dpc-5110	115	2	2	2	NUM
dpc-5110	115	3	illustrates	illustrate	NOUN
dpc-5110	115	4	figure	figure	NOUN
dpc-5110	115	5	1	1	NUM
dpc-5110	115	6	.	.	PUNCT
dpc-5110	115	7	bar	bar	NOUN
dpc-5110	115	8	diagram	diagram	NOUN
dpc-5110	115	9	showing	show	VERB
dpc-5110	115	10	the	the	DET
dpc-5110	115	11	allocation	allocation	NOUN
dpc-5110	115	12	of	of	ADP
dpc-5110	115	13	the	the	DET
dpc-5110	115	14	lesions	lesion	NOUN
dpc-5110	115	15	to	to	ADP
dpc-5110	115	16	the	the	DET
dpc-5110	115	17	respective	respective	ADJ
dpc-5110	115	18	risk	risk	NOUN
dpc-5110	115	19	classes	class	NOUN
dpc-5110	115	20	done	do	VERB
dpc-5110	115	21	by	by	ADP
dpc-5110	115	22	the	the	DET
dpc-5110	115	23	dermatologists	dermatologist	NOUN
dpc-5110	115	24	.	.	PUNCT
dpc-5110	116	1	original	original	ADJ
dpc-5110	116	2	article	article	NOUN
dpc-5110	116	3	|	|	ADV
dpc-5110	116	4	dermatol	dermatol	ADJ
dpc-5110	116	5	pract	pract	NOUN
dpc-5110	116	6	concept	concept	NOUN
dpc-5110	116	7	.	.	PUNCT
dpc-5110	117	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	117	2	5	5	NUM
dpc-5110	117	3	and	and	CCONJ
dpc-5110	117	4	risk	risk	NOUN
dpc-5110	117	5	assessment	assessment	NOUN
dpc-5110	117	6	in	in	ADP
dpc-5110	117	7	both	both	DET
dpc-5110	117	8	studies	study	NOUN
dpc-5110	117	9	were	be	AUX
dpc-5110	117	10	solely	solely	ADV
dpc-5110	117	11	based	base	VERB
dpc-5110	117	12	on	on	ADP
dpc-5110	117	13	macroscopic	macroscopic	ADJ
dpc-5110	117	14	images	image	NOUN
dpc-5110	117	15	.	.	PUNCT
dpc-5110	118	1	however	however	ADV
dpc-5110	118	2	,	,	PUNCT
dpc-5110	118	3	numerous	numerous	ADJ
dpc-5110	118	4	studies	study	NOUN
dpc-5110	118	5	have	have	AUX
dpc-5110	118	6	shown	show	VERB
dpc-5110	118	7	the	the	DET
dpc-5110	118	8	additional	additional	ADJ
dpc-5110	118	9	use	use	NOUN
dpc-5110	118	10	of	of	ADP
dpc-5110	118	11	dermoscopy	dermoscopy	NOUN
dpc-5110	118	12	to	to	PART
dpc-5110	118	13	be	be	AUX
dpc-5110	118	14	superior	superior	ADJ
dpc-5110	118	15	in	in	ADP
dpc-5110	118	16	correctly	correctly	ADV
dpc-5110	118	17	assessing	assess	VERB
dpc-5110	118	18	benign	benign	ADJ
dpc-5110	118	19	and	and	CCONJ
dpc-5110	118	20	malignant	malignant	ADJ
dpc-5110	118	21	skin	skin	NOUN
dpc-5110	118	22	lesions	lesion	NOUN
dpc-5110	118	23	[	[	X
dpc-5110	118	24	16,24,25	16,24,25	NUM
dpc-5110	118	25	]	]	X
dpc-5110	118	26	.	.	PUNCT
dpc-5110	119	1	the	the	DET
dpc-5110	119	2	reliance	reliance	NOUN
dpc-5110	119	3	on	on	ADP
dpc-5110	119	4	macroscopic	macroscopic	ADJ
dpc-5110	119	5	images	image	NOUN
dpc-5110	119	6	represents	represent	VERB
dpc-5110	119	7	a	a	DET
dpc-5110	119	8	general	general	ADJ
dpc-5110	119	9	limitation	limitation	NOUN
dpc-5110	119	10	of	of	ADP
dpc-5110	119	11	these	these	DET
dpc-5110	119	12	mobile	mobile	ADJ
dpc-5110	119	13	phone	phone	NOUN
dpc-5110	119	14	applications	application	NOUN
dpc-5110	119	15	.	.	PUNCT
dpc-5110	120	1	dermoscopic	dermoscopic	VERB
dpc-5110	120	2	close	close	ADJ
dpc-5110	120	3	-	-	PUNCT
dpc-5110	120	4	up	up	ADP
dpc-5110	120	5	images	image	NOUN
dpc-5110	120	6	,	,	PUNCT
dpc-5110	120	7	readily	readily	ADV
dpc-5110	120	8	obtainable	obtainable	ADJ
dpc-5110	120	9	with	with	ADP
dpc-5110	120	10	magnification	magnification	NOUN
dpc-5110	120	11	attachments	attachment	NOUN
dpc-5110	120	12	for	for	ADP
dpc-5110	120	13	various	various	ADJ
dpc-5110	120	14	mobile	mobile	ADJ
dpc-5110	120	15	phones	phone	NOUN
dpc-5110	120	16	,	,	PUNCT
dpc-5110	120	17	could	could	AUX
dpc-5110	120	18	provide	provide	VERB
dpc-5110	120	19	more	more	ADV
dpc-5110	120	20	detailed	detailed	ADJ
dpc-5110	120	21	images	image	NOUN
dpc-5110	120	22	,	,	PUNCT
dpc-5110	120	23	hence	hence	ADV
dpc-5110	120	24	improving	improve	VERB
dpc-5110	120	25	both	both	DET
dpc-5110	120	26	sensitivity	sensitivity	NOUN
dpc-5110	120	27	and	and	CCONJ
dpc-5110	120	28	specificity	specificity	NOUN
dpc-5110	121	1	[	[	X
dpc-5110	121	2	26	26	NUM
dpc-5110	121	3	]	]	PUNCT
dpc-5110	121	4	.	.	PUNCT
dpc-5110	122	1	however	however	ADV
dpc-5110	122	2	,	,	PUNCT
dpc-5110	122	3	the	the	DET
dpc-5110	122	4	implementation	implementation	NOUN
dpc-5110	122	5	of	of	ADP
dpc-5110	122	6	these	these	DET
dpc-5110	122	7	attachments	attachment	NOUN
dpc-5110	122	8	would	would	AUX
dpc-5110	122	9	result	result	VERB
dpc-5110	122	10	in	in	ADP
dpc-5110	122	11	additional	additional	ADJ
dpc-5110	122	12	costs	cost	NOUN
dpc-5110	122	13	for	for	ADP
dpc-5110	122	14	the	the	DET
dpc-5110	122	15	users	user	NOUN
dpc-5110	122	16	and	and	CCONJ
dpc-5110	122	17	potential	potential	ADJ
dpc-5110	122	18	handling	handling	NOUN
dpc-5110	122	19	challenges	challenge	NOUN
dpc-5110	122	20	.	.	PUNCT
dpc-5110	123	1	one	one	NUM
dpc-5110	123	2	development	development	NOUN
dpc-5110	123	3	of	of	ADP
dpc-5110	123	4	the	the	DET
dpc-5110	123	5	algorithm	algorithm	NOUN
dpc-5110	123	6	could	could	AUX
dpc-5110	123	7	be	be	AUX
dpc-5110	123	8	the	the	DET
dpc-5110	123	9	automatic	automatic	ADJ
dpc-5110	123	10	magnification	magnification	NOUN
dpc-5110	123	11	of	of	ADP
dpc-5110	123	12	the	the	DET
dpc-5110	123	13	uploaded	upload	VERB
dpc-5110	123	14	images	image	NOUN
dpc-5110	123	15	within	within	ADP
dpc-5110	123	16	the	the	DET
dpc-5110	123	17	application	application	NOUN
dpc-5110	123	18	.	.	PUNCT
dpc-5110	124	1	this	this	PRON
dpc-5110	124	2	would	would	AUX
dpc-5110	124	3	certainly	certainly	ADV
dpc-5110	124	4	increase	increase	VERB
dpc-5110	124	5	the	the	DET
dpc-5110	124	6	diagnostic	diagnostic	ADJ
dpc-5110	124	7	accuracy	accuracy	NOUN
dpc-5110	124	8	.	.	PUNCT
dpc-5110	125	1	however	however	ADV
dpc-5110	125	2	,	,	PUNCT
dpc-5110	125	3	in	in	ADP
dpc-5110	125	4	addition	addition	NOUN
dpc-5110	125	5	to	to	ADP
dpc-5110	125	6	technical	technical	ADJ
dpc-5110	125	7	issues	issue	NOUN
dpc-5110	125	8	,	,	PUNCT
dpc-5110	125	9	further	further	ADJ
dpc-5110	125	10	studies	study	NOUN
dpc-5110	125	11	are	be	AUX
dpc-5110	125	12	needed	need	VERB
dpc-5110	125	13	in	in	ADP
dpc-5110	125	14	order	order	NOUN
dpc-5110	125	15	to	to	PART
dpc-5110	125	16	train	train	VERB
dpc-5110	125	17	the	the	DET
dpc-5110	125	18	algorithm	algorithm	NOUN
dpc-5110	125	19	on	on	ADP
dpc-5110	125	20	these	these	DET
dpc-5110	125	21	enlarged	enlarge	VERB
dpc-5110	125	22	and	and	CCONJ
dpc-5110	125	23	detailed	detailed	ADJ
dpc-5110	125	24	images	image	NOUN
dpc-5110	125	25	.	.	PUNCT
dpc-5110	126	1	one	one	NUM
dpc-5110	126	2	limitation	limitation	NOUN
dpc-5110	126	3	of	of	ADP
dpc-5110	126	4	the	the	DET
dpc-5110	126	5	prior	prior	ADJ
dpc-5110	126	6	study	study	NOUN
dpc-5110	126	7	was	be	AUX
dpc-5110	126	8	the	the	DET
dpc-5110	126	9	generalizability	generalizability	NOUN
dpc-5110	126	10	of	of	ADP
dpc-5110	126	11	the	the	DET
dpc-5110	126	12	study	study	NOUN
dpc-5110	126	13	population	population	NOUN
dpc-5110	126	14	,	,	PUNCT
dpc-5110	126	15	as	as	SCONJ
dpc-5110	126	16	a	a	DET
dpc-5110	126	17	highly	highly	ADV
dpc-5110	126	18	selected	select	VERB
dpc-5110	126	19	population	population	NOUN
dpc-5110	126	20	with	with	ADP
dpc-5110	126	21	mostly	mostly	ADV
dpc-5110	126	22	patients	patient	NOUN
dpc-5110	126	23	at	at	ADP
dpc-5110	126	24	high	high	ADJ
dpc-5110	126	25	risk	risk	NOUN
dpc-5110	126	26	for	for	ADP
dpc-5110	126	27	developing	develop	VERB
dpc-5110	126	28	any	any	DET
dpc-5110	126	29	kind	kind	NOUN
dpc-5110	126	30	of	of	ADP
dpc-5110	126	31	skin	skin	NOUN
dpc-5110	126	32	cancer	cancer	NOUN
dpc-5110	126	33	was	be	AUX
dpc-5110	126	34	chosen	choose	VERB
dpc-5110	126	35	.	.	PUNCT
dpc-5110	127	1	furthermore	furthermore	ADV
dpc-5110	127	2	,	,	PUNCT
dpc-5110	127	3	the	the	DET
dpc-5110	127	4	lesions	lesion	NOUN
dpc-5110	127	5	examined	examine	VERB
dpc-5110	127	6	were	be	AUX
dpc-5110	127	7	specifically	specifically	ADV
dpc-5110	127	8	selected	select	VERB
dpc-5110	127	9	by	by	ADP
dpc-5110	127	10	the	the	DET
dpc-5110	127	11	dermatologists	dermatologist	NOUN
dpc-5110	127	12	.	.	PUNCT
dpc-5110	128	1	the	the	DET
dpc-5110	128	2	images	image	NOUN
dpc-5110	128	3	in	in	ADP
dpc-5110	128	4	the	the	DET
dpc-5110	128	5	or	or	CCONJ
dpc-5110	128	6	reddish	reddish	ADJ
dpc-5110	128	7	parts	part	NOUN
dpc-5110	128	8	(	(	PUNCT
dpc-5110	128	9	n=4	n=4	NOUN
dpc-5110	128	10	)	)	PUNCT
dpc-5110	128	11	.	.	PUNCT
dpc-5110	129	1	for	for	ADP
dpc-5110	129	2	the	the	DET
dpc-5110	129	3	remaining	remain	VERB
dpc-5110	129	4	lesions	lesion	NOUN
dpc-5110	129	5	,	,	PUNCT
dpc-5110	129	6	no	no	DET
dpc-5110	129	7	reason	reason	NOUN
dpc-5110	129	8	for	for	ADP
dpc-5110	129	9	the	the	DET
dpc-5110	129	10	misclassification	misclassification	NOUN
dpc-5110	129	11	could	could	AUX
dpc-5110	129	12	be	be	AUX
dpc-5110	129	13	found	find	VERB
dpc-5110	129	14	.	.	PUNCT
dpc-5110	130	1	discussion	discussion	NOUN
dpc-5110	130	2	our	our	PRON
dpc-5110	130	3	results	result	NOUN
dpc-5110	130	4	indicate	indicate	VERB
dpc-5110	130	5	that	that	SCONJ
dpc-5110	130	6	the	the	DET
dpc-5110	130	7	tested	test	VERB
dpc-5110	130	8	algorithm	algorithm	NOUN
dpc-5110	130	9	on	on	ADP
dpc-5110	130	10	a	a	DET
dpc-5110	130	11	mobile	mobile	ADJ
dpc-5110	130	12	phone	phone	NOUN
dpc-5110	130	13	application	application	NOUN
dpc-5110	130	14	is	be	AUX
dpc-5110	130	15	a	a	DET
dpc-5110	130	16	valuable	valuable	ADJ
dpc-5110	130	17	tool	tool	NOUN
dpc-5110	130	18	for	for	ADP
dpc-5110	130	19	the	the	DET
dpc-5110	130	20	correct	correct	ADJ
dpc-5110	130	21	risk	risk	NOUN
dpc-5110	130	22	classification	classification	NOUN
dpc-5110	130	23	of	of	ADP
dpc-5110	130	24	various	various	ADJ
dpc-5110	130	25	skin	skin	NOUN
dpc-5110	130	26	lesions	lesion	NOUN
dpc-5110	130	27	by	by	ADP
dpc-5110	130	28	non	non	NOUN
dpc-5110	130	29	-	-	NOUN
dpc-5110	130	30	professionals	professional	NOUN
dpc-5110	130	31	.	.	PUNCT
dpc-5110	131	1	the	the	DET
dpc-5110	131	2	present	present	ADJ
dpc-5110	131	3	study	study	NOUN
dpc-5110	131	4	was	be	AUX
dpc-5110	131	5	conducted	conduct	VERB
dpc-5110	131	6	as	as	ADP
dpc-5110	131	7	a	a	DET
dpc-5110	131	8	follow	follow	VERB
dpc-5110	131	9	-	-	PUNCT
dpc-5110	131	10	up	up	ADP
dpc-5110	131	11	work	work	NOUN
dpc-5110	131	12	of	of	ADP
dpc-5110	131	13	that	that	PRON
dpc-5110	131	14	by	by	ADP
dpc-5110	131	15	kränke	kränke	PROPN
dpc-5110	131	16	et	et	PROPN
dpc-5110	131	17	al	al	PROPN
dpc-5110	131	18	.	.	PUNCT
dpc-5110	132	1	[	[	X
dpc-5110	132	2	23	23	NUM
dpc-5110	132	3	]	]	PUNCT
dpc-5110	132	4	in	in	ADP
dpc-5110	132	5	terms	term	NOUN
dpc-5110	132	6	of	of	ADP
dpc-5110	132	7	a	a	DET
dpc-5110	132	8	post	post	ADJ
dpc-5110	132	9	-	-	ADJ
dpc-5110	132	10	market	market	ADJ
dpc-5110	132	11	surveillance	surveillance	NOUN
dpc-5110	132	12	study	study	NOUN
dpc-5110	132	13	.	.	PUNCT
dpc-5110	133	1	in	in	ADP
dpc-5110	133	2	this	this	DET
dpc-5110	133	3	context	context	NOUN
dpc-5110	133	4	it	it	PRON
dpc-5110	133	5	should	should	AUX
dpc-5110	133	6	be	be	AUX
dpc-5110	133	7	emphasized	emphasize	VERB
dpc-5110	133	8	that	that	SCONJ
dpc-5110	133	9	the	the	DET
dpc-5110	133	10	present	present	ADJ
dpc-5110	133	11	study	study	NOUN
dpc-5110	133	12	is	be	AUX
dpc-5110	133	13	the	the	DET
dpc-5110	133	14	first	first	ADJ
dpc-5110	133	15	to	to	PART
dpc-5110	133	16	examine	examine	VERB
dpc-5110	133	17	an	an	DET
dpc-5110	133	18	ai	ai	NOUN
dpc-5110	133	19	-	-	PUNCT
dpc-5110	133	20	based	base	VERB
dpc-5110	133	21	algorithm	algorithm	NOUN
dpc-5110	133	22	in	in	ADP
dpc-5110	133	23	in	in	ADP
dpc-5110	133	24	a	a	DET
dpc-5110	133	25	consumer	consumer	NOUN
dpc-5110	133	26	application	application	NOUN
dpc-5110	133	27	.	.	PUNCT
dpc-5110	134	1	as	as	SCONJ
dpc-5110	134	2	expected	expect	VERB
dpc-5110	134	3	,	,	PUNCT
dpc-5110	134	4	the	the	DET
dpc-5110	134	5	sensitivity	sensitivity	NOUN
dpc-5110	134	6	and	and	CCONJ
dpc-5110	134	7	specificity	specificity	NOUN
dpc-5110	134	8	were	be	AUX
dpc-5110	134	9	lower	low	ADJ
dpc-5110	134	10	,	,	PUNCT
dpc-5110	134	11	as	as	ADP
dpc-5110	134	12	in	in	ADP
dpc-5110	134	13	the	the	DET
dpc-5110	134	14	prior	prior	ADJ
dpc-5110	134	15	study	study	NOUN
dpc-5110	134	16	,	,	PUNCT
dpc-5110	134	17	which	which	PRON
dpc-5110	134	18	was	be	AUX
dpc-5110	134	19	performed	perform	VERB
dpc-5110	134	20	in	in	ADP
dpc-5110	134	21	a	a	DET
dpc-5110	134	22	professional	professional	ADJ
dpc-5110	134	23	setting	setting	NOUN
dpc-5110	134	24	.	.	PUNCT
dpc-5110	135	1	in	in	ADP
dpc-5110	135	2	detail	detail	NOUN
dpc-5110	135	3	,	,	PUNCT
dpc-5110	135	4	the	the	DET
dpc-5110	135	5	algorithm	algorithm	NOUN
dpc-5110	135	6	showed	show	VERB
dpc-5110	135	7	a	a	DET
dpc-5110	135	8	sensitivity	sensitivity	NOUN
dpc-5110	135	9	of	of	ADP
dpc-5110	135	10	76.9	76.9	NUM
dpc-5110	135	11	%	%	NOUN
dpc-5110	135	12	(	(	PUNCT
dpc-5110	135	13	95	95	NUM
dpc-5110	135	14	%	%	NOUN
dpc-5110	135	15	ci	ci	NOUN
dpc-5110	135	16	:	:	PUNCT
dpc-5110	135	17	71.7%–81.5	71.7%–81.5	NOUN
dpc-5110	135	18	%	%	NOUN
dpc-5110	135	19	)	)	PUNCT
dpc-5110	135	20	and	and	CCONJ
dpc-5110	135	21	a	a	DET
dpc-5110	135	22	specificity	specificity	NOUN
dpc-5110	135	23	of	of	ADP
dpc-5110	135	24	80.9	80.9	NUM
dpc-5110	135	25	%	%	NOUN
dpc-5110	135	26	(	(	PUNCT
dpc-5110	135	27	95	95	NUM
dpc-5110	135	28	%	%	NOUN
dpc-5110	135	29	ci	ci	NOUN
dpc-5110	135	30	:	:	PUNCT
dpc-5110	135	31	78.5%–83.2	78.5%–83.2	NUM
dpc-5110	135	32	%	%	NOUN
dpc-5110	135	33	)	)	PUNCT
dpc-5110	135	34	in	in	ADP
dpc-5110	135	35	the	the	DET
dpc-5110	135	36	application	application	NOUN
dpc-5110	135	37	by	by	ADP
dpc-5110	135	38	non	non	NOUN
dpc-5110	135	39	-	-	NOUN
dpc-5110	135	40	professionals	professional	NOUN
dpc-5110	135	41	,	,	PUNCT
dpc-5110	135	42	whereas	whereas	SCONJ
dpc-5110	135	43	both	both	DET
dpc-5110	135	44	parameters	parameter	NOUN
dpc-5110	135	45	were	be	AUX
dpc-5110	135	46	over	over	ADV
dpc-5110	135	47	90	90	NUM
dpc-5110	135	48	%	%	NOUN
dpc-5110	135	49	in	in	ADP
dpc-5110	135	50	a	a	DET
dpc-5110	135	51	professional	professional	ADJ
dpc-5110	135	52	setting	setting	NOUN
dpc-5110	135	53	[	[	X
dpc-5110	135	54	23	23	NUM
dpc-5110	135	55	]	]	PUNCT
dpc-5110	135	56	.	.	PUNCT
dpc-5110	136	1	one	one	NUM
dpc-5110	136	2	explanation	explanation	NOUN
dpc-5110	136	3	might	might	AUX
dpc-5110	136	4	be	be	AUX
dpc-5110	136	5	the	the	DET
dpc-5110	136	6	image	image	NOUN
dpc-5110	136	7	quality	quality	NOUN
dpc-5110	136	8	,	,	PUNCT
dpc-5110	136	9	as	as	SCONJ
dpc-5110	136	10	the	the	DET
dpc-5110	136	11	images	image	NOUN
dpc-5110	136	12	in	in	ADP
dpc-5110	136	13	the	the	DET
dpc-5110	136	14	present	present	ADJ
dpc-5110	136	15	study	study	NOUN
dpc-5110	136	16	more	more	ADV
dpc-5110	136	17	often	often	ADV
dpc-5110	136	18	showed	show	VERB
dpc-5110	136	19	artefacts	artefact	NOUN
dpc-5110	136	20	or	or	CCONJ
dpc-5110	136	21	were	be	AUX
dpc-5110	136	22	overexposed	overexpose	VERB
dpc-5110	136	23	,	,	PUNCT
dpc-5110	136	24	leading	lead	VERB
dpc-5110	136	25	to	to	ADP
dpc-5110	136	26	a	a	DET
dpc-5110	136	27	significant	significant	ADJ
dpc-5110	136	28	decrease	decrease	NOUN
dpc-5110	136	29	in	in	ADP
dpc-5110	136	30	sensitivity	sensitivity	NOUN
dpc-5110	136	31	and	and	CCONJ
dpc-5110	136	32	specificity	specificity	NOUN
dpc-5110	136	33	.	.	PUNCT
dpc-5110	137	1	moreover	moreover	ADV
dpc-5110	137	2	,	,	PUNCT
dpc-5110	137	3	the	the	DET
dpc-5110	137	4	algorithm´s	algorithm´s	PROPN
dpc-5110	137	5	evaluation	evaluation	NOUN
dpc-5110	137	6	figure	figure	NOUN
dpc-5110	137	7	2	2	NUM
dpc-5110	137	8	.	.	PUNCT
dpc-5110	137	9	graphical	graphical	ADJ
dpc-5110	137	10	depiction	depiction	NOUN
dpc-5110	137	11	of	of	ADP
dpc-5110	137	12	the	the	DET
dpc-5110	137	13	lesion	lesion	NOUN
dpc-5110	137	14	allocation	allocation	NOUN
dpc-5110	137	15	to	to	ADP
dpc-5110	137	16	the	the	DET
dpc-5110	137	17	three	three	NUM
dpc-5110	137	18	risk	risk	NOUN
dpc-5110	137	19	classes	class	NOUN
dpc-5110	137	20	before	before	ADP
dpc-5110	137	21	and	and	CCONJ
dpc-5110	137	22	after	after	ADP
dpc-5110	137	23	the	the	DET
dpc-5110	137	24	joint	joint	ADJ
dpc-5110	137	25	review	review	NOUN
dpc-5110	137	26	process	process	NOUN
dpc-5110	137	27	of	of	ADP
dpc-5110	137	28	the	the	DET
dpc-5110	137	29	dermatologists	dermatologist	NOUN
dpc-5110	137	30	.	.	PUNCT
dpc-5110	138	1	6	6	NUM
dpc-5110	138	2	original	original	ADJ
dpc-5110	138	3	article	article	NOUN
dpc-5110	138	4	|	|	ADV
dpc-5110	138	5	dermatol	dermatol	ADJ
dpc-5110	138	6	pract	pract	NOUN
dpc-5110	138	7	concept	concept	NOUN
dpc-5110	138	8	.	.	PUNCT
dpc-5110	139	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	139	2	comparison	comparison	NOUN
dpc-5110	139	3	of	of	ADP
dpc-5110	139	4	false	false	ADJ
dpc-5110	139	5	positives	positive	NOUN
dpc-5110	139	6	and	and	CCONJ
dpc-5110	139	7	false	false	ADJ
dpc-5110	139	8	negatives	negative	NOUN
dpc-5110	139	9	as	as	ADP
dpc-5110	139	10	outlined	outline	VERB
dpc-5110	139	11	above	above	ADV
dpc-5110	139	12	,	,	PUNCT
dpc-5110	139	13	18	18	NUM
dpc-5110	139	14	lesions	lesion	NOUN
dpc-5110	139	15	were	be	AUX
dpc-5110	139	16	falsely	falsely	ADV
dpc-5110	139	17	classified	classify	VERB
dpc-5110	139	18	by	by	ADP
dpc-5110	139	19	the	the	DET
dpc-5110	139	20	algorithm	algorithm	NOUN
dpc-5110	139	21	as	as	ADP
dpc-5110	139	22	being	be	AUX
dpc-5110	139	23	high	high	ADJ
dpc-5110	139	24	risk	risk	NOUN
dpc-5110	139	25	and	and	CCONJ
dpc-5110	139	26	49	49	NUM
dpc-5110	139	27	lesions	lesion	NOUN
dpc-5110	139	28	as	as	ADP
dpc-5110	139	29	being	be	AUX
dpc-5110	139	30	low	low	ADJ
dpc-5110	139	31	risk	risk	NOUN
dpc-5110	139	32	.	.	PUNCT
dpc-5110	140	1	within	within	ADP
dpc-5110	140	2	the	the	DET
dpc-5110	140	3	group	group	NOUN
dpc-5110	140	4	of	of	ADP
dpc-5110	140	5	false	false	ADJ
dpc-5110	140	6	positive	positive	ADJ
dpc-5110	140	7	-	-	PUNCT
dpc-5110	140	8	rated	rate	VERB
dpc-5110	140	9	lesions	lesion	NOUN
dpc-5110	140	10	,	,	PUNCT
dpc-5110	140	11	we	we	PRON
dpc-5110	140	12	identified	identify	VERB
dpc-5110	140	13	user	user	NOUN
dpc-5110	140	14	-	-	PUNCT
dpc-5110	140	15	induced	induce	VERB
dpc-5110	140	16	irritations	irritation	NOUN
dpc-5110	140	17	(	(	PUNCT
dpc-5110	140	18	e.g.	e.g.	ADV
dpc-5110	140	19	,	,	PUNCT
dpc-5110	140	20	scratching	scratching	NOUN
dpc-5110	140	21	artefacts	artefact	NOUN
dpc-5110	140	22	)	)	PUNCT
dpc-5110	140	23	and	and	CCONJ
dpc-5110	140	24	lesions	lesion	NOUN
dpc-5110	140	25	with	with	ADP
dpc-5110	140	26	a	a	DET
dpc-5110	140	27	high	high	ADJ
dpc-5110	140	28	content	content	NOUN
dpc-5110	140	29	of	of	ADP
dpc-5110	140	30	red	red	ADJ
dpc-5110	140	31	color	color	NOUN
dpc-5110	140	32	as	as	ADP
dpc-5110	140	33	the	the	DET
dpc-5110	140	34	main	main	ADJ
dpc-5110	140	35	reasons	reason	NOUN
dpc-5110	140	36	for	for	ADP
dpc-5110	140	37	the	the	DET
dpc-5110	140	38	misclassification	misclassification	NOUN
dpc-5110	140	39	,	,	PUNCT
dpc-5110	140	40	meaning	mean	VERB
dpc-5110	140	41	overrating	overrate	VERB
dpc-5110	140	42	by	by	ADP
dpc-5110	140	43	ai	ai	PROPN
dpc-5110	140	44	(	(	PUNCT
dpc-5110	140	45	figure	figure	NOUN
dpc-5110	140	46	 	 	SPACE
dpc-5110	140	47	3	3	NUM
dpc-5110	140	48	)	)	PUNCT
dpc-5110	140	49	.	.	PUNCT
dpc-5110	141	1	these	these	DET
dpc-5110	141	2	findings	finding	NOUN
dpc-5110	141	3	emphasize	emphasize	VERB
dpc-5110	141	4	the	the	DET
dpc-5110	141	5	need	need	NOUN
dpc-5110	141	6	to	to	PART
dpc-5110	141	7	refine	refine	VERB
dpc-5110	141	8	ai	ai	NOUN
dpc-5110	141	9	models	model	NOUN
dpc-5110	141	10	to	to	PART
dpc-5110	141	11	better	well	ADV
dpc-5110	141	12	handle	handle	VERB
dpc-5110	141	13	artifacts	artifact	NOUN
dpc-5110	141	14	and	and	CCONJ
dpc-5110	141	15	different	different	ADJ
dpc-5110	141	16	colors	color	NOUN
dpc-5110	141	17	within	within	ADP
dpc-5110	141	18	a	a	DET
dpc-5110	141	19	lesion	lesion	NOUN
dpc-5110	141	20	(	(	PUNCT
dpc-5110	141	21	especially	especially	ADV
dpc-5110	141	22	red	red	ADJ
dpc-5110	141	23	)	)	PUNCT
dpc-5110	141	24	.	.	PUNCT
dpc-5110	142	1	furthermore	furthermore	ADV
dpc-5110	142	2	,	,	PUNCT
dpc-5110	142	3	users	user	NOUN
dpc-5110	142	4	should	should	AUX
dpc-5110	142	5	be	be	AUX
dpc-5110	142	6	made	make	VERB
dpc-5110	142	7	aware	aware	ADJ
dpc-5110	142	8	that	that	SCONJ
dpc-5110	142	9	scratched	scratch	VERB
dpc-5110	142	10	or	or	CCONJ
dpc-5110	142	11	traumatized	traumatize	VERB
dpc-5110	142	12	lesions	lesion	NOUN
dpc-5110	142	13	may	may	AUX
dpc-5110	142	14	lead	lead	VERB
dpc-5110	142	15	to	to	ADP
dpc-5110	142	16	a	a	DET
dpc-5110	142	17	false	false	ADJ
dpc-5110	142	18	risk	risk	NOUN
dpc-5110	142	19	assessment	assessment	NOUN
dpc-5110	142	20	.	.	PUNCT
dpc-5110	143	1	considering	consider	VERB
dpc-5110	143	2	the	the	DET
dpc-5110	143	3	false	false	ADJ
dpc-5110	143	4	negatives	negative	NOUN
dpc-5110	143	5	,	,	PUNCT
dpc-5110	143	6	some	some	DET
dpc-5110	143	7	lesions	lesion	NOUN
dpc-5110	143	8	were	be	AUX
dpc-5110	143	9	reclassified	reclassify	VERB
dpc-5110	143	10	as	as	ADP
dpc-5110	143	11	benign	benign	ADJ
dpc-5110	143	12	upon	upon	SCONJ
dpc-5110	143	13	reanalysis	reanalysis	NOUN
dpc-5110	143	14	,	,	PUNCT
dpc-5110	143	15	while	while	SCONJ
dpc-5110	143	16	others	other	NOUN
dpc-5110	143	17	were	be	AUX
dpc-5110	143	18	categorized	categorize	VERB
dpc-5110	143	19	as	as	ADP
dpc-5110	143	20	black	black	ADJ
dpc-5110	143	21	or	or	CCONJ
dpc-5110	143	22	red	red	ADJ
dpc-5110	143	23	nevi	nevi	NOUN
dpc-5110	143	24	.	.	PUNCT
dpc-5110	144	1	the	the	DET
dpc-5110	144	2	high	high	ADJ
dpc-5110	144	3	pigmentation	pigmentation	NOUN
dpc-5110	144	4	of	of	ADP
dpc-5110	144	5	these	these	DET
dpc-5110	144	6	lesions	lesion	NOUN
dpc-5110	144	7	likely	likely	ADV
dpc-5110	144	8	contributed	contribute	VERB
dpc-5110	144	9	to	to	ADP
dpc-5110	144	10	the	the	DET
dpc-5110	144	11	initial	initial	ADJ
dpc-5110	144	12	confusion	confusion	NOUN
dpc-5110	144	13	among	among	ADP
dpc-5110	144	14	dermatologists	dermatologist	NOUN
dpc-5110	144	15	.	.	PUNCT
dpc-5110	145	1	however	however	ADV
dpc-5110	145	2	,	,	PUNCT
dpc-5110	145	3	in	in	ADP
dpc-5110	145	4	the	the	DET
dpc-5110	145	5	remaining	remain	VERB
dpc-5110	145	6	cases	case	NOUN
dpc-5110	145	7	,	,	PUNCT
dpc-5110	145	8	the	the	DET
dpc-5110	145	9	reasons	reason	NOUN
dpc-5110	145	10	for	for	ADP
dpc-5110	145	11	the	the	DET
dpc-5110	145	12	false	false	ADJ
dpc-5110	145	13	negative	negative	ADJ
dpc-5110	145	14	rating	rating	NOUN
dpc-5110	145	15	by	by	ADP
dpc-5110	145	16	the	the	DET
dpc-5110	145	17	algorithm	algorithm	NOUN
dpc-5110	145	18	are	be	AUX
dpc-5110	145	19	still	still	ADV
dpc-5110	145	20	unclear	unclear	ADJ
dpc-5110	145	21	(	(	PUNCT
dpc-5110	145	22	see	see	VERB
dpc-5110	145	23	figure	figure	NOUN
dpc-5110	145	24	4	4	NUM
dpc-5110	145	25	)	)	PUNCT
dpc-5110	145	26	.	.	PUNCT
dpc-5110	146	1	the	the	DET
dpc-5110	146	2	possible	possible	ADJ
dpc-5110	146	3	consequences	consequence	NOUN
dpc-5110	146	4	of	of	ADP
dpc-5110	146	5	false	false	ADJ
dpc-5110	146	6	positive	positive	ADJ
dpc-5110	146	7	and	and	CCONJ
dpc-5110	146	8	false	false	ADJ
dpc-5110	146	9	negative	negative	ADJ
dpc-5110	146	10	ratings	rating	NOUN
dpc-5110	146	11	must	must	AUX
dpc-5110	146	12	be	be	AUX
dpc-5110	146	13	emphasized	emphasize	VERB
dpc-5110	146	14	.	.	PUNCT
dpc-5110	147	1	false	false	ADJ
dpc-5110	147	2	negative	negative	ADJ
dpc-5110	147	3	-	-	PUNCT
dpc-5110	147	4	assessed	assessed	ADJ
dpc-5110	147	5	lesions	lesion	NOUN
dpc-5110	147	6	can	can	AUX
dpc-5110	147	7	result	result	VERB
dpc-5110	147	8	in	in	ADP
dpc-5110	147	9	a	a	DET
dpc-5110	147	10	delayed	delay	VERB
dpc-5110	147	11	diagnosis	diagnosis	NOUN
dpc-5110	147	12	and	and	CCONJ
dpc-5110	147	13	possibly	possibly	ADV
dpc-5110	147	14	lead	lead	VERB
dpc-5110	147	15	to	to	ADP
dpc-5110	147	16	higher	high	ADJ
dpc-5110	147	17	morbidity	morbidity	NOUN
dpc-5110	147	18	and	and	CCONJ
dpc-5110	147	19	mortality	mortality	NOUN
dpc-5110	147	20	rates	rate	NOUN
dpc-5110	147	21	.	.	PUNCT
dpc-5110	148	1	false	false	ADJ
dpc-5110	148	2	positive	positive	ADJ
dpc-5110	148	3	ratings	rating	NOUN
dpc-5110	148	4	worry	worry	VERB
dpc-5110	148	5	the	the	DET
dpc-5110	148	6	users	user	NOUN
dpc-5110	148	7	and	and	CCONJ
dpc-5110	148	8	may	may	AUX
dpc-5110	148	9	result	result	VERB
dpc-5110	148	10	in	in	ADP
dpc-5110	148	11	unnecessary	unnecessary	ADJ
dpc-5110	148	12	biopsies	biopsy	NOUN
dpc-5110	148	13	.	.	PUNCT
dpc-5110	149	1	as	as	SCONJ
dpc-5110	149	2	the	the	DET
dpc-5110	149	3	primary	primary	ADJ
dpc-5110	149	4	goal	goal	NOUN
dpc-5110	149	5	is	be	AUX
dpc-5110	149	6	to	to	PART
dpc-5110	149	7	“	"	PUNCT
dpc-5110	149	8	do	do	VERB
dpc-5110	149	9	no	no	DET
dpc-5110	149	10	harm	harm	NOUN
dpc-5110	149	11	,	,	PUNCT
dpc-5110	149	12	”	"	PUNCT
dpc-5110	149	13	these	these	DET
dpc-5110	149	14	points	point	NOUN
dpc-5110	149	15	need	need	VERB
dpc-5110	149	16	to	to	PART
dpc-5110	149	17	be	be	AUX
dpc-5110	149	18	improved	improve	VERB
dpc-5110	149	19	in	in	ADP
dpc-5110	149	20	further	further	ADJ
dpc-5110	149	21	studies	study	NOUN
dpc-5110	149	22	.	.	PUNCT
dpc-5110	150	1	in	in	ADP
dpc-5110	150	2	order	order	NOUN
dpc-5110	150	3	to	to	PART
dpc-5110	150	4	mitigate	mitigate	VERB
dpc-5110	150	5	these	these	DET
dpc-5110	150	6	mentioned	mention	VERB
dpc-5110	150	7	risks	risk	NOUN
dpc-5110	150	8	,	,	PUNCT
dpc-5110	150	9	especially	especially	ADV
dpc-5110	150	10	that	that	PRON
dpc-5110	150	11	of	of	ADP
dpc-5110	150	12	false	false	ADJ
dpc-5110	150	13	-	-	PUNCT
dpc-5110	150	14	negative	negative	ADJ
dpc-5110	150	15	classifications	classification	NOUN
dpc-5110	150	16	,	,	PUNCT
dpc-5110	150	17	the	the	DET
dpc-5110	150	18	following	follow	VERB
dpc-5110	150	19	must	must	AUX
dpc-5110	150	20	be	be	AUX
dpc-5110	150	21	mentioned	mention	VERB
dpc-5110	150	22	:	:	PUNCT
dpc-5110	150	23	using	use	VERB
dpc-5110	150	24	this	this	DET
dpc-5110	150	25	application	application	NOUN
dpc-5110	150	26	does	do	AUX
dpc-5110	150	27	not	not	PART
dpc-5110	150	28	replace	replace	VERB
dpc-5110	150	29	regular	regular	ADJ
dpc-5110	150	30	follow	follow	NOUN
dpc-5110	150	31	-	-	PUNCT
dpc-5110	150	32	up	up	NOUN
dpc-5110	150	33	visits	visit	NOUN
dpc-5110	150	34	to	to	ADP
dpc-5110	150	35	a	a	DET
dpc-5110	150	36	dermatologist	dermatologist	NOUN
dpc-5110	150	37	.	.	PUNCT
dpc-5110	151	1	rather	rather	ADV
dpc-5110	151	2	,	,	PUNCT
dpc-5110	151	3	it	it	PRON
dpc-5110	151	4	is	be	AUX
dpc-5110	151	5	intended	intend	VERB
dpc-5110	151	6	as	as	ADP
dpc-5110	151	7	a	a	DET
dpc-5110	151	8	supplementary	supplementary	ADJ
dpc-5110	151	9	tool	tool	NOUN
dpc-5110	151	10	for	for	ADP
dpc-5110	151	11	early	early	ADJ
dpc-5110	151	12	skin	skin	NOUN
dpc-5110	151	13	cancer	cancer	NOUN
dpc-5110	151	14	recognition	recognition	NOUN
dpc-5110	151	15	and	and	CCONJ
dpc-5110	151	16	to	to	PART
dpc-5110	151	17	encourage	encourage	VERB
dpc-5110	151	18	users	user	NOUN
dpc-5110	151	19	to	to	PART
dpc-5110	151	20	be	be	AUX
dpc-5110	151	21	more	more	ADV
dpc-5110	151	22	proactive	proactive	ADJ
dpc-5110	151	23	with	with	ADP
dpc-5110	151	24	preventive	preventive	ADJ
dpc-5110	151	25	measures	measure	NOUN
dpc-5110	151	26	(	(	PUNCT
dpc-5110	151	27	primary	primary	ADJ
dpc-5110	151	28	and	and	CCONJ
dpc-5110	151	29	secondary	secondary	ADJ
dpc-5110	151	30	prophylaxis	prophylaxis	NOUN
dpc-5110	151	31	)	)	PUNCT
dpc-5110	151	32	.	.	PUNCT
dpc-5110	152	1	conclusion	conclusion	NOUN
dpc-5110	152	2	our	our	PRON
dpc-5110	152	3	study	study	NOUN
dpc-5110	152	4	shows	show	VERB
dpc-5110	152	5	promising	promise	VERB
dpc-5110	152	6	results	result	NOUN
dpc-5110	152	7	that	that	PRON
dpc-5110	152	8	ai	ai	VERB
dpc-5110	152	9	-	-	PUNCT
dpc-5110	152	10	based	base	VERB
dpc-5110	152	11	mobile	mobile	ADJ
dpc-5110	152	12	phone	phone	NOUN
dpc-5110	152	13	applications	application	NOUN
dpc-5110	152	14	may	may	AUX
dpc-5110	152	15	be	be	AUX
dpc-5110	152	16	a	a	DET
dpc-5110	152	17	good	good	ADJ
dpc-5110	152	18	addition	addition	NOUN
dpc-5110	152	19	for	for	ADP
dpc-5110	152	20	the	the	DET
dpc-5110	152	21	correct	correct	ADJ
dpc-5110	152	22	risk	risk	NOUN
dpc-5110	152	23	classification	classification	NOUN
dpc-5110	152	24	of	of	ADP
dpc-5110	152	25	various	various	ADJ
dpc-5110	152	26	skin	skin	NOUN
dpc-5110	152	27	lesions	lesion	NOUN
dpc-5110	152	28	.	.	PUNCT
dpc-5110	153	1	as	as	SCONJ
dpc-5110	153	2	expected	expect	VERB
dpc-5110	153	3	,	,	PUNCT
dpc-5110	153	4	its	its	PRON
dpc-5110	153	5	performance	performance	NOUN
dpc-5110	153	6	is	be	AUX
dpc-5110	153	7	worse	bad	ADJ
dpc-5110	153	8	than	than	ADP
dpc-5110	153	9	in	in	ADP
dpc-5110	153	10	a	a	DET
dpc-5110	153	11	professional	professional	ADJ
dpc-5110	153	12	setting	setting	NOUN
dpc-5110	153	13	,	,	PUNCT
dpc-5110	153	14	as	as	SCONJ
dpc-5110	153	15	indicated	indicate	VERB
dpc-5110	153	16	present	present	ADJ
dpc-5110	153	17	study	study	NOUN
dpc-5110	153	18	were	be	AUX
dpc-5110	153	19	randomly	randomly	ADV
dpc-5110	153	20	selected	select	VERB
dpc-5110	153	21	by	by	ADP
dpc-5110	153	22	the	the	DET
dpc-5110	153	23	users	user	NOUN
dpc-5110	153	24	,	,	PUNCT
dpc-5110	153	25	probably	probably	ADV
dpc-5110	153	26	including	include	VERB
dpc-5110	153	27	a	a	DET
dpc-5110	153	28	broader	broad	ADJ
dpc-5110	153	29	spectrum	spectrum	NOUN
dpc-5110	153	30	of	of	ADP
dpc-5110	153	31	cases	case	NOUN
dpc-5110	153	32	including	include	VERB
dpc-5110	153	33	various	various	ADJ
dpc-5110	153	34	age	age	NOUN
dpc-5110	153	35	and	and	CCONJ
dpc-5110	153	36	risk	risk	NOUN
dpc-5110	153	37	groups	group	NOUN
dpc-5110	153	38	.	.	PUNCT
dpc-5110	154	1	although	although	SCONJ
dpc-5110	154	2	we	we	PRON
dpc-5110	154	3	do	do	AUX
dpc-5110	154	4	not	not	PART
dpc-5110	154	5	have	have	VERB
dpc-5110	154	6	any	any	DET
dpc-5110	154	7	demographic	demographic	ADJ
dpc-5110	154	8	data	datum	NOUN
dpc-5110	154	9	,	,	PUNCT
dpc-5110	154	10	we	we	PRON
dpc-5110	154	11	assume	assume	VERB
dpc-5110	154	12	that	that	SCONJ
dpc-5110	154	13	our	our	PRON
dpc-5110	154	14	current	current	ADJ
dpc-5110	154	15	results	result	NOUN
dpc-5110	154	16	are	be	AUX
dpc-5110	154	17	more	more	ADV
dpc-5110	154	18	generalizable	generalizable	ADJ
dpc-5110	154	19	.	.	PUNCT
dpc-5110	155	1	however	however	ADV
dpc-5110	155	2	,	,	PUNCT
dpc-5110	155	3	in	in	ADP
dpc-5110	155	4	our	our	PRON
dpc-5110	155	5	opinion	opinion	NOUN
dpc-5110	155	6	,	,	PUNCT
dpc-5110	155	7	this	this	DET
dpc-5110	155	8	application	application	NOUN
dpc-5110	155	9	was	be	AUX
dpc-5110	155	10	primarily	primarily	ADV
dpc-5110	155	11	used	use	VERB
dpc-5110	155	12	by	by	ADP
dpc-5110	155	13	younger	young	ADJ
dpc-5110	155	14	people	people	NOUN
dpc-5110	155	15	,	,	PUNCT
dpc-5110	155	16	who	who	PRON
dpc-5110	155	17	showed	show	VERB
dpc-5110	155	18	little	little	ADJ
dpc-5110	155	19	or	or	CCONJ
dpc-5110	155	20	no	no	PRON
dpc-5110	155	21	sign	sign	NOUN
dpc-5110	155	22	of	of	ADP
dpc-5110	155	23	chronic	chronic	ADJ
dpc-5110	155	24	uv	uv	NOUN
dpc-5110	155	25	-	-	PUNCT
dpc-5110	155	26	damaged	damage	VERB
dpc-5110	155	27	skin	skin	NOUN
dpc-5110	155	28	.	.	PUNCT
dpc-5110	156	1	the	the	DET
dpc-5110	156	2	frequent	frequent	ADJ
dpc-5110	156	3	occurrence	occurrence	NOUN
dpc-5110	156	4	of	of	ADP
dpc-5110	156	5	collision	collision	NOUN
dpc-5110	156	6	lesions	lesion	NOUN
dpc-5110	156	7	and	and	CCONJ
dpc-5110	156	8	its	its	PRON
dpc-5110	156	9	poikilodermatous	poikilodermatous	ADJ
dpc-5110	156	10	appearance	appearance	NOUN
dpc-5110	156	11	hamper	hamper	VERB
dpc-5110	156	12	correct	correct	ADJ
dpc-5110	156	13	clinical	clinical	ADJ
dpc-5110	156	14	assessment	assessment	NOUN
dpc-5110	156	15	.	.	PUNCT
dpc-5110	157	1	if	if	SCONJ
dpc-5110	157	2	more	more	ADJ
dpc-5110	157	3	users	user	NOUN
dpc-5110	157	4	showed	show	VERB
dpc-5110	157	5	chronic	chronic	ADJ
dpc-5110	157	6	uv	uv	NOUN
dpc-5110	157	7	-	-	PUNCT
dpc-5110	157	8	damaged	damage	VERB
dpc-5110	157	9	skin	skin	NOUN
dpc-5110	157	10	,	,	PUNCT
dpc-5110	157	11	it	it	PRON
dpc-5110	157	12	could	could	AUX
dpc-5110	157	13	worsen	worsen	VERB
dpc-5110	157	14	the	the	DET
dpc-5110	157	15	performance	performance	NOUN
dpc-5110	157	16	of	of	ADP
dpc-5110	157	17	the	the	DET
dpc-5110	157	18	algorithm	algorithm	NOUN
dpc-5110	157	19	.	.	PUNCT
dpc-5110	158	1	furthermore	furthermore	ADV
dpc-5110	158	2	,	,	PUNCT
dpc-5110	158	3	the	the	DET
dpc-5110	158	4	algorithm	algorithm	NOUN
dpc-5110	158	5	was	be	AUX
dpc-5110	158	6	solely	solely	ADV
dpc-5110	158	7	trained	train	VERB
dpc-5110	158	8	and	and	CCONJ
dpc-5110	158	9	tested	test	VERB
dpc-5110	158	10	on	on	ADP
dpc-5110	158	11	lesions	lesion	NOUN
dpc-5110	158	12	on	on	ADP
dpc-5110	158	13	fitzpatrick	fitzpatrick	PROPN
dpc-5110	158	14	skin	skin	NOUN
dpc-5110	158	15	types	type	NOUN
dpc-5110	158	16	i	i	PRON
dpc-5110	158	17	-	-	PUNCT
dpc-5110	158	18	iv	iv	NOUN
dpc-5110	158	19	,	,	PUNCT
dpc-5110	158	20	underrepresenting	underrepresente	VERB
dpc-5110	158	21	individuals	individual	NOUN
dpc-5110	158	22	with	with	ADP
dpc-5110	158	23	darker	dark	ADJ
dpc-5110	158	24	skin	skin	NOUN
dpc-5110	158	25	(	(	PUNCT
dpc-5110	158	26	skin	skin	NOUN
dpc-5110	158	27	type	type	NOUN
dpc-5110	158	28	v+vi	v+vi	ADJ
dpc-5110	158	29	)	)	PUNCT
dpc-5110	158	30	.	.	PUNCT
dpc-5110	159	1	as	as	SCONJ
dpc-5110	159	2	no	no	DET
dpc-5110	159	3	histopathological	histopathological	ADJ
dpc-5110	159	4	data	datum	NOUN
dpc-5110	159	5	were	be	AUX
dpc-5110	159	6	available	available	ADJ
dpc-5110	159	7	due	due	ADP
dpc-5110	159	8	to	to	ADP
dpc-5110	159	9	the	the	DET
dpc-5110	159	10	study	study	NOUN
dpc-5110	159	11	design	design	NOUN
dpc-5110	159	12	,	,	PUNCT
dpc-5110	159	13	we	we	PRON
dpc-5110	159	14	stated	state	VERB
dpc-5110	159	15	the	the	DET
dpc-5110	159	16	consensus	consensus	NOUN
dpc-5110	159	17	opinion	opinion	NOUN
dpc-5110	159	18	of	of	ADP
dpc-5110	159	19	three	three	NUM
dpc-5110	159	20	dermatologists	dermatologist	NOUN
dpc-5110	159	21	(	(	PUNCT
dpc-5110	159	22	a	a	DET
dpc-5110	159	23	two	two	NUM
dpc-5110	159	24	-	-	PUNCT
dpc-5110	159	25	thirds	third	NOUN
dpc-5110	159	26	majority	majority	NOUN
dpc-5110	159	27	was	be	AUX
dpc-5110	159	28	mandatory	mandatory	ADJ
dpc-5110	159	29	)	)	PUNCT
dpc-5110	159	30	as	as	ADP
dpc-5110	159	31	reference	reference	NOUN
dpc-5110	159	32	standard	standard	NOUN
dpc-5110	159	33	.	.	PUNCT
dpc-5110	160	1	one	one	NUM
dpc-5110	160	2	study	study	NOUN
dpc-5110	160	3	[	[	X
dpc-5110	160	4	27	27	NUM
dpc-5110	160	5	]	]	PUNCT
dpc-5110	160	6	described	describe	VERB
dpc-5110	160	7	a	a	DET
dpc-5110	160	8	combined	combine	VERB
dpc-5110	160	9	reference	reference	NOUN
dpc-5110	160	10	standard	standard	NOUN
dpc-5110	160	11	of	of	ADP
dpc-5110	160	12	histology	histology	NOUN
dpc-5110	160	13	and	and	CCONJ
dpc-5110	160	14	clinical	clinical	ADJ
dpc-5110	160	15	follow	follow	NOUN
dpc-5110	160	16	-	-	PUNCT
dpc-5110	160	17	up	up	NOUN
dpc-5110	160	18	of	of	ADP
dpc-5110	160	19	benign	benign	ADJ
dpc-5110	160	20	lesions	lesion	NOUN
dpc-5110	160	21	as	as	ADP
dpc-5110	160	22	reliably	reliably	ADV
dpc-5110	160	23	providing	provide	VERB
dpc-5110	160	24	more	more	ADV
dpc-5110	160	25	generalizable	generalizable	ADJ
dpc-5110	160	26	results	result	NOUN
dpc-5110	160	27	.	.	PUNCT
dpc-5110	161	1	in	in	ADP
dpc-5110	161	2	addition	addition	NOUN
dpc-5110	161	3	,	,	PUNCT
dpc-5110	161	4	a	a	DET
dpc-5110	161	5	histopathological	histopathological	ADJ
dpc-5110	161	6	examination	examination	NOUN
dpc-5110	161	7	of	of	ADP
dpc-5110	161	8	every	every	PRON
dpc-5110	161	9	(	(	PUNCT
dpc-5110	161	10	including	include	VERB
dpc-5110	161	11	clearly	clearly	ADV
dpc-5110	161	12	benign	benign	ADJ
dpc-5110	161	13	)	)	PUNCT
dpc-5110	161	14	lesion	lesion	NOUN
dpc-5110	161	15	is	be	AUX
dpc-5110	161	16	neither	neither	CCONJ
dpc-5110	161	17	ethically	ethically	ADV
dpc-5110	161	18	justifiable	justifiable	ADJ
dpc-5110	161	19	,	,	PUNCT
dpc-5110	161	20	practical	practical	ADJ
dpc-5110	161	21	,	,	PUNCT
dpc-5110	161	22	nor	nor	CCONJ
dpc-5110	161	23	cost	cost	NOUN
dpc-5110	161	24	-	-	PUNCT
dpc-5110	161	25	effective	effective	ADJ
dpc-5110	161	26	[	[	X
dpc-5110	161	27	28	28	NUM
dpc-5110	161	28	]	]	PUNCT
dpc-5110	161	29	.	.	PUNCT
dpc-5110	162	1	in	in	ADP
dpc-5110	162	2	the	the	DET
dpc-5110	162	3	previous	previous	ADJ
dpc-5110	162	4	work	work	NOUN
dpc-5110	162	5	[	[	X
dpc-5110	162	6	23	23	NUM
dpc-5110	162	7	]	]	X
dpc-5110	162	8	,	,	PUNCT
dpc-5110	162	9	a	a	DET
dpc-5110	162	10	clinical	clinical	ADJ
dpc-5110	162	11	and	and	CCONJ
dpc-5110	162	12	dermoscopic	dermoscopic	ADJ
dpc-5110	162	13	digital	digital	ADJ
dpc-5110	162	14	follow	follow	NOUN
dpc-5110	162	15	-	-	PUNCT
dpc-5110	162	16	up	up	NOUN
dpc-5110	162	17	of	of	ADP
dpc-5110	162	18	all	all	DET
dpc-5110	162	19	non	non	ADJ
dpc-5110	162	20	-	-	ADJ
dpc-5110	162	21	excised	excised	ADJ
dpc-5110	162	22	“	"	PUNCT
dpc-5110	162	23	atypical	atypical	ADJ
dpc-5110	162	24	nevi	nevi	NOUN
dpc-5110	162	25	”	"	PUNCT
dpc-5110	162	26	was	be	AUX
dpc-5110	162	27	performed	perform	VERB
dpc-5110	162	28	after	after	ADP
dpc-5110	162	29	six	six	NUM
dpc-5110	162	30	months	month	NOUN
dpc-5110	162	31	in	in	ADP
dpc-5110	162	32	order	order	NOUN
dpc-5110	162	33	to	to	PART
dpc-5110	162	34	minimize	minimize	VERB
dpc-5110	162	35	this	this	DET
dpc-5110	162	36	verification	verification	NOUN
dpc-5110	162	37	bias	bias	NOUN
dpc-5110	162	38	.	.	PUNCT
dpc-5110	163	1	due	due	ADP
dpc-5110	163	2	to	to	ADP
dpc-5110	163	3	the	the	DET
dpc-5110	163	4	study	study	NOUN
dpc-5110	163	5	design	design	NOUN
dpc-5110	163	6	,	,	PUNCT
dpc-5110	163	7	this	this	DET
dpc-5110	163	8	procedure	procedure	NOUN
dpc-5110	163	9	was	be	AUX
dpc-5110	163	10	not	not	PART
dpc-5110	163	11	feasible	feasible	ADJ
dpc-5110	163	12	in	in	ADP
dpc-5110	163	13	the	the	DET
dpc-5110	163	14	current	current	ADJ
dpc-5110	163	15	study	study	NOUN
dpc-5110	163	16	.	.	PUNCT
dpc-5110	164	1	the	the	DET
dpc-5110	164	2	consensus	consensus	NOUN
dpc-5110	164	3	of	of	ADP
dpc-5110	164	4	three	three	NUM
dpc-5110	164	5	dermatologists	dermatologist	NOUN
dpc-5110	164	6	as	as	ADP
dpc-5110	164	7	reference	reference	NOUN
dpc-5110	164	8	standard	standard	NOUN
dpc-5110	164	9	provided	provide	VERB
dpc-5110	164	10	valuable	valuable	ADJ
dpc-5110	164	11	insights	insight	NOUN
dpc-5110	164	12	into	into	ADP
dpc-5110	164	13	possible	possible	ADJ
dpc-5110	164	14	future	future	ADJ
dpc-5110	164	15	approaches	approach	NOUN
dpc-5110	164	16	.	.	PUNCT
dpc-5110	165	1	following	follow	VERB
dpc-5110	165	2	our	our	PRON
dpc-5110	165	3	definition	definition	NOUN
dpc-5110	165	4	,	,	PUNCT
dpc-5110	165	5	we	we	PRON
dpc-5110	165	6	reached	reach	VERB
dpc-5110	165	7	a	a	DET
dpc-5110	165	8	consensus	consensus	NOUN
dpc-5110	165	9	in	in	ADP
dpc-5110	165	10	94.04	94.04	NUM
dpc-5110	165	11	%	%	NOUN
dpc-5110	165	12	cases	case	NOUN
dpc-5110	165	13	,	,	PUNCT
dpc-5110	165	14	which	which	PRON
dpc-5110	165	15	is	be	AUX
dpc-5110	165	16	surely	surely	ADV
dpc-5110	165	17	convincing	convincing	ADJ
dpc-5110	165	18	.	.	PUNCT
dpc-5110	166	1	the	the	DET
dpc-5110	166	2	lack	lack	NOUN
dpc-5110	166	3	of	of	ADP
dpc-5110	166	4	any	any	DET
dpc-5110	166	5	histology	histology	NOUN
dpc-5110	166	6	is	be	AUX
dpc-5110	166	7	obviously	obviously	ADV
dpc-5110	166	8	a	a	DET
dpc-5110	166	9	limitation	limitation	NOUN
dpc-5110	166	10	.	.	PUNCT
dpc-5110	167	1	however	however	ADV
dpc-5110	167	2	,	,	PUNCT
dpc-5110	167	3	the	the	DET
dpc-5110	167	4	initial	initial	ADJ
dpc-5110	167	5	review	review	NOUN
dpc-5110	167	6	process	process	NOUN
dpc-5110	167	7	,	,	PUNCT
dpc-5110	167	8	the	the	DET
dpc-5110	167	9	following	follow	VERB
dpc-5110	167	10	joint	joint	ADJ
dpc-5110	167	11	-	-	PUNCT
dpc-5110	167	12	review	review	NOUN
dpc-5110	167	13	process	process	NOUN
dpc-5110	167	14	,	,	PUNCT
dpc-5110	167	15	and	and	CCONJ
dpc-5110	167	16	the	the	DET
dpc-5110	167	17	excellent	excellent	ADJ
dpc-5110	167	18	agreement	agreement	NOUN
dpc-5110	167	19	among	among	ADP
dpc-5110	167	20	the	the	DET
dpc-5110	167	21	dermatologists	dermatologist	NOUN
dpc-5110	167	22	make	make	VERB
dpc-5110	167	23	the	the	DET
dpc-5110	167	24	chosen	choose	VERB
dpc-5110	167	25	reference	reference	NOUN
dpc-5110	167	26	standard	standard	NOUN
dpc-5110	167	27	a	a	DET
dpc-5110	167	28	robust	robust	ADJ
dpc-5110	167	29	one	one	NOUN
dpc-5110	167	30	,	,	PUNCT
dpc-5110	167	31	in	in	ADP
dpc-5110	167	32	our	our	PRON
dpc-5110	167	33	opinion	opinion	NOUN
dpc-5110	167	34	.	.	PUNCT
dpc-5110	168	1	as	as	SCONJ
dpc-5110	168	2	dermoscopy	dermoscopy	NOUN
dpc-5110	168	3	is	be	AUX
dpc-5110	168	4	known	know	VERB
dpc-5110	168	5	as	as	ADP
dpc-5110	168	6	a	a	DET
dpc-5110	168	7	bridge	bridge	NOUN
dpc-5110	168	8	between	between	ADP
dpc-5110	168	9	the	the	DET
dpc-5110	168	10	clinical	clinical	ADJ
dpc-5110	168	11	and	and	CCONJ
dpc-5110	168	12	histopathological	histopathological	ADJ
dpc-5110	168	13	examination	examination	NOUN
dpc-5110	168	14	,	,	PUNCT
dpc-5110	168	15	it	it	PRON
dpc-5110	168	16	may	may	AUX
dpc-5110	168	17	be	be	AUX
dpc-5110	168	18	considered	consider	VERB
dpc-5110	168	19	as	as	ADP
dpc-5110	168	20	a	a	DET
dpc-5110	168	21	future	future	ADJ
dpc-5110	168	22	addition	addition	NOUN
dpc-5110	168	23	to	to	ADP
dpc-5110	168	24	the	the	DET
dpc-5110	168	25	reference	reference	NOUN
dpc-5110	168	26	standard	standard	NOUN
dpc-5110	168	27	in	in	ADP
dpc-5110	168	28	this	this	DET
dpc-5110	168	29	kind	kind	NOUN
dpc-5110	168	30	of	of	ADP
dpc-5110	168	31	study	study	NOUN
dpc-5110	168	32	[	[	X
dpc-5110	168	33	29	29	NUM
dpc-5110	168	34	]	]	PUNCT
dpc-5110	168	35	.	.	PUNCT
dpc-5110	169	1	figure	figure	NOUN
dpc-5110	169	2	3	3	NUM
dpc-5110	169	3	.	.	NOUN
dpc-5110	169	4	two	two	NUM
dpc-5110	169	5	examples	example	NOUN
dpc-5110	169	6	of	of	ADP
dpc-5110	169	7	falsely	falsely	ADV
dpc-5110	169	8	high	high	ADJ
dpc-5110	169	9	-	-	PUNCT
dpc-5110	169	10	risk	risk	NOUN
dpc-5110	169	11	rated	rate	VERB
dpc-5110	169	12	lesions	lesion	NOUN
dpc-5110	169	13	by	by	ADP
dpc-5110	169	14	the	the	DET
dpc-5110	169	15	algorithm	algorithm	NOUN
dpc-5110	169	16	due	due	ADP
dpc-5110	169	17	to	to	ADP
dpc-5110	169	18	a	a	DET
dpc-5110	169	19	high	high	ADJ
dpc-5110	169	20	content	content	NOUN
dpc-5110	169	21	of	of	ADP
dpc-5110	169	22	(	(	PUNCT
dpc-5110	169	23	a	a	DET
dpc-5110	169	24	)	)	PUNCT
dpc-5110	169	25	red	red	ADJ
dpc-5110	169	26	color	color	NOUN
dpc-5110	169	27	or	or	CCONJ
dpc-5110	169	28	(	(	PUNCT
dpc-5110	169	29	b	b	NOUN
dpc-5110	169	30	)	)	PUNCT
dpc-5110	169	31	scratching	scratching	NOUN
dpc-5110	169	32	artefacts	artefact	NOUN
dpc-5110	169	33	.	.	PUNCT
dpc-5110	170	1	original	original	ADJ
dpc-5110	170	2	article	article	NOUN
dpc-5110	170	3	|	|	ADV
dpc-5110	170	4	dermatol	dermatol	ADJ
dpc-5110	170	5	pract	pract	NOUN
dpc-5110	170	6	concept	concept	NOUN
dpc-5110	170	7	.	.	PUNCT
dpc-5110	171	1	2025;15(3):5110	2025;15(3):5110	NUM
dpc-5110	171	2	7	7	NUM
dpc-5110	171	3	with	with	ADP
dpc-5110	171	4	145	145	NUM
dpc-5110	171	5	dermatologists	dermatologist	NOUN
dpc-5110	171	6	in	in	ADP
dpc-5110	171	7	a	a	DET
dpc-5110	171	8	clinical	clinical	ADJ
dpc-5110	171	9	melanoma	melanoma	NOUN
dpc-5110	171	10	image	image	NOUN
dpc-5110	171	11	classification	classification	NOUN
dpc-5110	171	12	task	task	NOUN
dpc-5110	171	13	.	.	PUNCT
dpc-5110	172	1	eur	eur	PROPN
dpc-5110	172	2	j	j	PROPN
dpc-5110	172	3	cancer	cancer	NOUN
dpc-5110	172	4	.	.	PUNCT
dpc-5110	173	1	2019;111:148	2019;111:148	NUM
dpc-5110	173	2	-	-	SYM
dpc-5110	173	3	154	154	NUM
dpc-5110	173	4	.	.	PUNCT
dpc-5110	174	1	doi	doi	NOUN
dpc-5110	174	2	:	:	PUNCT
dpc-5110	174	3	10.1016	10.1016	NUM
dpc-5110	174	4	/j.ejca.2019.02.005	/j.ejca.2019.02.005	PUNCT
dpc-5110	174	5	.	.	PUNCT
dpc-5110	175	1	pmid	pmid	NOUN
dpc-5110	175	2	:	:	PUNCT
dpc-5110	175	3	 	 	SPACE
dpc-5110	175	4	30852421	30852421	NUM
dpc-5110	175	5	.	.	PUNCT
dpc-5110	176	1	9	9	X
dpc-5110	176	2	.	.	X
dpc-5110	176	3	brinker	brinker	PROPN
dpc-5110	176	4	tj	tj	PROPN
dpc-5110	176	5	,	,	PUNCT
dpc-5110	176	6	hekler	hekler	NOUN
dpc-5110	176	7	a	a	NOUN
dpc-5110	176	8	,	,	PUNCT
dpc-5110	176	9	enk	enk	PROPN
dpc-5110	176	10	ah	ah	INTJ
dpc-5110	176	11	et	et	PROPN
dpc-5110	176	12	al	al	PROPN
dpc-5110	176	13	.	.	PUNCT
dpc-5110	177	1	deep	deep	ADJ
dpc-5110	177	2	learning	learning	NOUN
dpc-5110	177	3	outperformed	outperform	VERB
dpc-5110	177	4	136	136	NUM
dpc-5110	177	5	of	of	ADP
dpc-5110	177	6	157	157	NUM
dpc-5110	177	7	dermatologists	dermatologist	NOUN
dpc-5110	177	8	in	in	ADP
dpc-5110	177	9	a	a	DET
dpc-5110	177	10	head	head	NOUN
dpc-5110	177	11	-	-	PUNCT
dpc-5110	177	12	to	to	ADP
dpc-5110	177	13	-	-	PUNCT
dpc-5110	177	14	head	head	NOUN
dpc-5110	177	15	dermoscopic	dermoscopic	ADJ
dpc-5110	177	16	melanoma	melanoma	NOUN
dpc-5110	177	17	image	image	NOUN
dpc-5110	177	18	classification	classification	NOUN
dpc-5110	177	19	task	task	NOUN
dpc-5110	177	20	.	.	PUNCT
dpc-5110	178	1	eur	eur	PROPN
dpc-5110	178	2	j	j	PROPN
dpc-5110	178	3	cancer	cancer	NOUN
dpc-5110	178	4	.	.	PUNCT
dpc-5110	179	1	2019;113:47	2019;113:47	NUM
dpc-5110	179	2	-	-	SYM
dpc-5110	179	3	54	54	NUM
dpc-5110	179	4	.	.	PUNCT
dpc-5110	180	1	doi	doi	NOUN
dpc-5110	180	2	:	:	PUNCT
dpc-5110	180	3	10.1016	10.1016	NUM
dpc-5110	180	4	/	/	SYM
dpc-5110	180	5	j.ejca.2019.04.001	j.ejca.2019.04.001	PROPN
dpc-5110	180	6	.	.	PUNCT
dpc-5110	181	1	pmid	pmid	NOUN
dpc-5110	181	2	:	:	PUNCT
dpc-5110	181	3	 	 	SPACE
dpc-5110	181	4	30981091	30981091	NUM
dpc-5110	181	5	.	.	PUNCT
dpc-5110	182	1	10	10	NUM
dpc-5110	182	2	.	.	X
dpc-5110	183	1	zhao	zhao	PROPN
dpc-5110	183	2	xy	xy	PROPN
dpc-5110	183	3	,	,	PUNCT
dpc-5110	183	4	wu	wu	PROPN
dpc-5110	183	5	x	x	PROPN
dpc-5110	183	6	,	,	PUNCT
dpc-5110	183	7	li	li	PROPN
dpc-5110	183	8	ff	ff	INTJ
dpc-5110	183	9	et	et	PROPN
dpc-5110	183	10	al	al	PROPN
dpc-5110	183	11	.	.	PUNCT
dpc-5110	184	1	the	the	DET
dpc-5110	184	2	application	application	NOUN
dpc-5110	184	3	of	of	ADP
dpc-5110	184	4	deep	deep	ADJ
dpc-5110	184	5	learning	learning	NOUN
dpc-5110	184	6	in	in	ADP
dpc-5110	184	7	the	the	DET
dpc-5110	184	8	risk	risk	NOUN
dpc-5110	184	9	grading	grading	NOUN
dpc-5110	184	10	of	of	ADP
dpc-5110	184	11	skin	skin	NOUN
dpc-5110	184	12	tumors	tumor	NOUN
dpc-5110	184	13	for	for	ADP
dpc-5110	184	14	patients	patient	NOUN
dpc-5110	184	15	using	use	VERB
dpc-5110	184	16	clinical	clinical	ADJ
dpc-5110	184	17	images	image	NOUN
dpc-5110	184	18	.	.	PUNCT
dpc-5110	185	1	j	j	PROPN
dpc-5110	185	2	med	med	PROPN
dpc-5110	185	3	syst	syst	PROPN
dpc-5110	185	4	.	.	PUNCT
dpc-5110	186	1	2019;43(8):283	2019;43(8):283	NOUN
dpc-5110	186	2	.	.	PUNCT
dpc-5110	187	1	doi	doi	NOUN
dpc-5110	187	2	:	:	PUNCT
dpc-5110	187	3	10.1007	10.1007	NUM
dpc-5110	187	4	/	/	SYM
dpc-5110	187	5	s10916	s10916	PROPN
dpc-5110	187	6	-	-	PUNCT
dpc-5110	187	7	019	019	NUM
dpc-5110	187	8	-1414	-1414	NOUN
dpc-5110	187	9	-	-	PUNCT
dpc-5110	187	10	2	2	NUM
dpc-5110	187	11	.	.	PUNCT
dpc-5110	188	1	pmid	pmid	NOUN
dpc-5110	188	2	:	:	PUNCT
dpc-5110	188	3	31300897	31300897	NUM
dpc-5110	188	4	.	.	PUNCT
dpc-5110	189	1	11	11	NUM
dpc-5110	189	2	.	.	PUNCT
dpc-5110	190	1	cui	cui	PROPN
dpc-5110	190	2	x	x	PROPN
dpc-5110	190	3	,	,	PUNCT
dpc-5110	190	4	wei	wei	PROPN
dpc-5110	190	5	r	r	PROPN
dpc-5110	190	6	,	,	PUNCT
dpc-5110	190	7	gong	gong	NOUN
dpc-5110	190	8	l	l	PROPN
dpc-5110	190	9	et	et	PROPN
dpc-5110	190	10	al	al	PROPN
dpc-5110	190	11	.	.	PUNCT
dpc-5110	191	1	assessing	assess	VERB
dpc-5110	191	2	the	the	DET
dpc-5110	191	3	effectiveness	effectiveness	NOUN
dpc-5110	191	4	of	of	ADP
dpc-5110	191	5	artificial	artificial	ADJ
dpc-5110	191	6	intelligence	intelligence	NOUN
dpc-5110	191	7	methods	method	NOUN
dpc-5110	191	8	for	for	ADP
dpc-5110	191	9	melanoma	melanoma	NOUN
dpc-5110	191	10	:	:	PUNCT
dpc-5110	191	11	a	a	DET
dpc-5110	191	12	retrospective	retrospective	ADJ
dpc-5110	191	13	review	review	NOUN
dpc-5110	191	14	.	.	PUNCT
dpc-5110	192	1	j	j	PROPN
dpc-5110	192	2	am	be	AUX
dpc-5110	192	3	acad	acad	ADJ
dpc-5110	192	4	dermatol	dermatol	NOUN
dpc-5110	192	5	.	.	PUNCT
dpc-5110	193	1	2019;81(5):1176	2019;81(5):1176	NUM
dpc-5110	193	2	-	-	SYM
dpc-5110	193	3	1180	1180	NUM
dpc-5110	193	4	.	.	PUNCT
dpc-5110	194	1	doi	doi	NOUN
dpc-5110	194	2	:	:	PUNCT
dpc-5110	194	3	10.1016	10.1016	NUM
dpc-5110	194	4	/j.jaad.2019.06.042	/j.jaad.2019.06.042	PUNCT
dpc-5110	194	5	.	.	PUNCT
dpc-5110	195	1	pmid	pmid	NOUN
dpc-5110	195	2	:	:	PUNCT
dpc-5110	195	3	 	 	SPACE
dpc-5110	195	4	31255749	31255749	NUM
dpc-5110	195	5	.	.	PUNCT
dpc-5110	196	1	12	12	NUM
dpc-5110	196	2	.	.	PUNCT
dpc-5110	197	1	fujisawa	fujisawa	PROPN
dpc-5110	197	2	y	y	PROPN
dpc-5110	197	3	,	,	PUNCT
dpc-5110	197	4	otomo	otomo	PROPN
dpc-5110	197	5	y	y	PROPN
dpc-5110	197	6	,	,	PUNCT
dpc-5110	197	7	ogata	ogata	VERB
dpc-5110	197	8	y	y	PROPN
dpc-5110	197	9	et	et	PROPN
dpc-5110	197	10	al	al	PROPN
dpc-5110	197	11	.	.	PROPN
dpc-5110	197	12	deep	deep	ADJ
dpc-5110	197	13	-	-	PUNCT
dpc-5110	197	14	learning	learning	NOUN
dpc-5110	197	15	-	-	PUNCT
dpc-5110	197	16	based	base	VERB
dpc-5110	197	17	,	,	PUNCT
dpc-5110	197	18	computer	computer	NOUN
dpc-5110	197	19	-	-	PUNCT
dpc-5110	197	20	aided	aid	VERB
dpc-5110	197	21	classifier	classifier	NOUN
dpc-5110	197	22	developed	develop	VERB
dpc-5110	197	23	with	with	ADP
dpc-5110	197	24	a	a	DET
dpc-5110	197	25	small	small	ADJ
dpc-5110	197	26	dataset	dataset	NOUN
dpc-5110	197	27	of	of	ADP
dpc-5110	197	28	clinical	clinical	ADJ
dpc-5110	197	29	images	image	NOUN
dpc-5110	197	30	surpasses	surpass	VERB
dpc-5110	197	31	board	board	NOUN
dpc-5110	197	32	-	-	PUNCT
dpc-5110	197	33	certified	certify	VERB
dpc-5110	197	34	dermatologists	dermatologist	NOUN
dpc-5110	197	35	in	in	ADP
dpc-5110	197	36	skin	skin	NOUN
dpc-5110	197	37	tumour	tumour	NOUN
dpc-5110	197	38	diagnosis	diagnosis	NOUN
dpc-5110	197	39	.	.	PUNCT
dpc-5110	198	1	br	br	PROPN
dpc-5110	198	2	j	j	PROPN
dpc-5110	198	3	dermatol	dermatol	NOUN
dpc-5110	198	4	.	.	PUNCT
dpc-5110	199	1	2019;180(2):373	2019;180(2):373	NUM
dpc-5110	199	2	-	-	SYM
dpc-5110	199	3	381	381	NUM
dpc-5110	199	4	.	.	PUNCT
dpc-5110	200	1	doi	doi	NOUN
dpc-5110	200	2	:	:	PUNCT
dpc-5110	200	3	10.1111	10.1111	NUM
dpc-5110	200	4	/bjd.16924	/bjd.16924	NOUN
dpc-5110	200	5	.	.	PUNCT
dpc-5110	201	1	pmid	pmid	NOUN
dpc-5110	201	2	:	:	PUNCT
dpc-5110	201	3	29953582	29953582	NUM
dpc-5110	201	4	.	.	PUNCT
dpc-5110	202	1	13	13	NUM
dpc-5110	202	2	.	.	PUNCT
dpc-5110	203	1	al	al	PROPN
dpc-5110	203	2	-	-	PUNCT
dpc-5110	203	3	masni	masni	PROPN
dpc-5110	203	4	ma	ma	PROPN
dpc-5110	203	5	,	,	PUNCT
dpc-5110	203	6	kim	kim	PROPN
dpc-5110	203	7	dh	dh	PROPN
dpc-5110	203	8	,	,	PUNCT
dpc-5110	203	9	kim	kim	PROPN
dpc-5110	203	10	ts	ts	PROPN
dpc-5110	203	11	.	.	PUNCT
dpc-5110	204	1	multiple	multiple	ADJ
dpc-5110	204	2	skin	skin	NOUN
dpc-5110	204	3	lesions	lesion	NOUN
dpc-5110	204	4	diagnostics	diagnostic	NOUN
dpc-5110	204	5	via	via	ADP
dpc-5110	204	6	integrated	integrate	VERB
dpc-5110	204	7	deep	deep	ADJ
dpc-5110	204	8	convolutional	convolutional	ADJ
dpc-5110	204	9	networks	network	NOUN
dpc-5110	204	10	for	for	ADP
dpc-5110	204	11	segmentation	segmentation	NOUN
dpc-5110	204	12	and	and	CCONJ
dpc-5110	204	13	classification	classification	NOUN
dpc-5110	204	14	.	.	PUNCT
dpc-5110	205	1	comput	comput	NOUN
dpc-5110	205	2	methods	method	NOUN
dpc-5110	205	3	programs	program	NOUN
dpc-5110	205	4	biomed	biome	VERB
dpc-5110	205	5	.	.	PUNCT
dpc-5110	206	1	2020;190:105351	2020;190:105351	X
dpc-5110	206	2	.	.	PUNCT
dpc-5110	207	1	doi	doi	NOUN
dpc-5110	207	2	:	:	PUNCT
dpc-5110	207	3	10.1016	10.1016	NUM
dpc-5110	207	4	/	/	SYM
dpc-5110	207	5	j.cmpb.2020.105351	j.cmpb.2020.105351	NOUN
dpc-5110	207	6	.	.	PUNCT
dpc-5110	208	1	pmid	pmid	NOUN
dpc-5110	208	2	:	:	PUNCT
dpc-5110	208	3	 	 	SPACE
dpc-5110	208	4	32028084	32028084	NUM
dpc-5110	208	5	.	.	PUNCT
dpc-5110	209	1	14	14	NUM
dpc-5110	209	2	.	.	PUNCT
dpc-5110	209	3	han	han	PROPN
dpc-5110	209	4	ss	ss	PROPN
dpc-5110	209	5	,	,	PUNCT
dpc-5110	209	6	kim	kim	PROPN
dpc-5110	209	7	ms	ms	PROPN
dpc-5110	209	8	,	,	PUNCT
dpc-5110	209	9	lim	lim	PROPN
dpc-5110	209	10	w	w	PROPN
dpc-5110	209	11	,	,	PUNCT
dpc-5110	209	12	park	park	PROPN
dpc-5110	209	13	gh	gh	PROPN
dpc-5110	209	14	,	,	PUNCT
dpc-5110	209	15	park	park	NOUN
dpc-5110	209	16	i	i	PROPN
dpc-5110	209	17	,	,	PUNCT
dpc-5110	209	18	chang	chang	PROPN
dpc-5110	209	19	se	se	PROPN
dpc-5110	209	20	.	.	PUNCT
dpc-5110	210	1	classification	classification	NOUN
dpc-5110	210	2	of	of	ADP
dpc-5110	210	3	the	the	DET
dpc-5110	210	4	clinical	clinical	ADJ
dpc-5110	210	5	images	image	NOUN
dpc-5110	210	6	for	for	ADP
dpc-5110	210	7	benign	benign	ADJ
dpc-5110	210	8	and	and	CCONJ
dpc-5110	210	9	malignant	malignant	ADJ
dpc-5110	210	10	cutaneous	cutaneous	ADJ
dpc-5110	210	11	tumors	tumor	NOUN
dpc-5110	210	12	using	use	VERB
dpc-5110	210	13	a	a	DET
dpc-5110	210	14	deep	deep	ADJ
dpc-5110	210	15	learning	learning	NOUN
dpc-5110	210	16	algorithm	algorithm	NOUN
dpc-5110	210	17	.	.	PUNCT
dpc-5110	211	1	j	j	PROPN
dpc-5110	211	2	invest	invest	VERB
dpc-5110	211	3	dermatol	dermatol	NOUN
dpc-5110	211	4	.	.	PUNCT
dpc-5110	212	1	2018;138(7):1529	2018;138(7):1529	NUM
dpc-5110	212	2	-	-	SYM
dpc-5110	212	3	1538	1538	NUM
dpc-5110	212	4	.	.	PUNCT
dpc-5110	213	1	doi	doi	NOUN
dpc-5110	213	2	:	:	PUNCT
dpc-5110	213	3	10.1016	10.1016	NUM
dpc-5110	213	4	/	/	SYM
dpc-5110	213	5	j.jid.2018	j.jid.2018	NOUN
dpc-5110	213	6	.01.028	.01.028	NOUN
dpc-5110	213	7	.	.	PUNCT
dpc-5110	214	1	pmid	pmid	NOUN
dpc-5110	214	2	:	:	PUNCT
dpc-5110	214	3	 	 	SPACE
dpc-5110	214	4	29428356	29428356	NUM
dpc-5110	214	5	.	.	PUNCT
dpc-5110	215	1	15	15	NUM
dpc-5110	215	2	.	.	X
dpc-5110	215	3	udrea	udrea	PROPN
dpc-5110	215	4	a	a	PROPN
dpc-5110	215	5	,	,	PUNCT
dpc-5110	215	6	mitra	mitra	PROPN
dpc-5110	215	7	gd	gd	PROPN
dpc-5110	215	8	,	,	PUNCT
dpc-5110	215	9	costea	costea	PROPN
dpc-5110	215	10	d	d	NOUN
dpc-5110	215	11	et	et	PROPN
dpc-5110	215	12	al	al	PROPN
dpc-5110	215	13	.	.	PROPN
dpc-5110	215	14	accuracy	accuracy	NOUN
dpc-5110	215	15	of	of	ADP
dpc-5110	215	16	a	a	DET
dpc-5110	215	17	smartphone	smartphone	NOUN
dpc-5110	215	18	application	application	NOUN
dpc-5110	215	19	for	for	ADP
dpc-5110	215	20	triage	triage	NOUN
dpc-5110	215	21	of	of	ADP
dpc-5110	215	22	skin	skin	NOUN
dpc-5110	215	23	lesions	lesion	NOUN
dpc-5110	215	24	based	base	VERB
dpc-5110	215	25	on	on	ADP
dpc-5110	215	26	machine	machine	NOUN
dpc-5110	215	27	learning	learning	NOUN
dpc-5110	215	28	algorithms	algorithm	NOUN
dpc-5110	215	29	.	.	PUNCT
dpc-5110	216	1	j	j	PROPN
dpc-5110	216	2	eur	eur	PROPN
dpc-5110	216	3	acad	acad	PROPN
dpc-5110	216	4	dermatol	dermatol	NOUN
dpc-5110	216	5	venereol	venereol	NOUN
dpc-5110	216	6	.	.	PUNCT
dpc-5110	217	1	2020;34(3):648	2020;34(3):648	NUM
dpc-5110	217	2	-	-	PUNCT
dpc-5110	217	3	655	655	NUM
dpc-5110	217	4	.	.	PUNCT
dpc-5110	218	1	doi	doi	NOUN
dpc-5110	218	2	:	:	PUNCT
dpc-5110	218	3	10.1111	10.1111	NUM
dpc-5110	218	4	/	/	SYM
dpc-5110	218	5	jdv.15935	jdv.15935	PROPN
dpc-5110	218	6	.	.	PUNCT
dpc-5110	219	1	pmid	pmid	NOUN
dpc-5110	219	2	31494983	31494983	NUM
dpc-5110	219	3	.	.	PUNCT
dpc-5110	220	1	16	16	NUM
dpc-5110	220	2	.	.	PUNCT
dpc-5110	221	1	liu	liu	PROPN
dpc-5110	221	2	y	y	PROPN
dpc-5110	221	3	,	,	PUNCT
dpc-5110	221	4	jain	jain	PROPN
dpc-5110	221	5	a	a	X
dpc-5110	221	6	,	,	PUNCT
dpc-5110	221	7	eng	eng	PROPN
dpc-5110	221	8	c	c	NOUN
dpc-5110	221	9	et	et	PROPN
dpc-5110	221	10	al	al	PROPN
dpc-5110	221	11	.	.	PUNCT
dpc-5110	222	1	a	a	DET
dpc-5110	222	2	deep	deep	ADJ
dpc-5110	222	3	learning	learning	NOUN
dpc-5110	222	4	system	system	NOUN
dpc-5110	222	5	for	for	ADP
dpc-5110	222	6	differential	differential	ADJ
dpc-5110	222	7	diagnosis	diagnosis	NOUN
dpc-5110	222	8	of	of	ADP
dpc-5110	222	9	skin	skin	NOUN
dpc-5110	222	10	diseases	disease	NOUN
dpc-5110	222	11	.	.	PUNCT
dpc-5110	223	1	nat	nat	PROPN
dpc-5110	223	2	med	med	PROPN
dpc-5110	223	3	.	.	PUNCT
dpc-5110	224	1	2020	2020	NUM
dpc-5110	224	2	jun;26(6):900–8	jun;26(6):900–8	NOUN
dpc-5110	224	3	.	.	PUNCT
dpc-5110	225	1	doi	doi	NOUN
dpc-5110	225	2	:	:	PUNCT
dpc-5110	225	3	10.1038	10.1038	NUM
dpc-5110	225	4	/	/	SYM
dpc-5110	225	5	s41591	s41591	VERB
dpc-5110	225	6	-	-	PUNCT
dpc-5110	225	7	020	020	NUM
dpc-5110	225	8	-	-	PUNCT
dpc-5110	225	9	0842	0842	NUM
dpc-5110	225	10	-	-	PUNCT
dpc-5110	225	11	3	3	NUM
dpc-5110	225	12	.	.	PUNCT
dpc-5110	226	1	pmid	pmid	NOUN
dpc-5110	226	2	:	:	PUNCT
dpc-5110	226	3	 	 	SPACE
dpc-5110	226	4	32424212	32424212	NUM
dpc-5110	226	5	.	.	PUNCT
dpc-5110	227	1	17	17	NUM
dpc-5110	227	2	.	.	PUNCT
dpc-5110	228	1	esteva	esteva	PROPN
dpc-5110	228	2	a	a	PRON
dpc-5110	228	3	,	,	PUNCT
dpc-5110	228	4	kuprel	kuprel	NOUN
dpc-5110	228	5	b	b	NOUN
dpc-5110	228	6	,	,	PUNCT
dpc-5110	228	7	novoa	novoa	NOUN
dpc-5110	228	8	ra	ra	PROPN
dpc-5110	228	9	et	et	PROPN
dpc-5110	228	10	al	al	PROPN
dpc-5110	228	11	.	.	PROPN
dpc-5110	228	12	dermatologist	dermatologist	NOUN
dpc-5110	228	13	-	-	PUNCT
dpc-5110	228	14	level	level	NOUN
dpc-5110	228	15	classification	classification	NOUN
dpc-5110	228	16	of	of	ADP
dpc-5110	228	17	skin	skin	NOUN
dpc-5110	228	18	cancer	cancer	NOUN
dpc-5110	228	19	with	with	ADP
dpc-5110	228	20	deep	deep	ADJ
dpc-5110	228	21	neural	neural	ADJ
dpc-5110	228	22	networks	network	NOUN
dpc-5110	228	23	.	.	PUNCT
dpc-5110	229	1	nature	nature	NOUN
dpc-5110	229	2	.	.	PUNCT
dpc-5110	230	1	2017	2017	NUM
dpc-5110	230	2	feb	feb	PROPN
dpc-5110	230	3	2;542(7639):115–8	2;542(7639):115–8	NUM
dpc-5110	230	4	.	.	PUNCT
dpc-5110	231	1	doi	doi	PROPN
dpc-5110	231	2	:	:	PUNCT
dpc-5110	231	3	10.1038	10.1038	NUM
dpc-5110	231	4	/	/	SYM
dpc-5110	231	5	nature21056	nature21056	PROPN
dpc-5110	231	6	.	.	PUNCT
dpc-5110	232	1	pmid	pmid	NOUN
dpc-5110	232	2	:	:	PUNCT
dpc-5110	232	3	 	 	SPACE
dpc-5110	232	4	28117445	28117445	NUM
dpc-5110	232	5	.	.	PUNCT
dpc-5110	233	1	18	18	NUM
dpc-5110	233	2	.	.	PUNCT
dpc-5110	234	1	chao	chao	PROPN
dpc-5110	234	2	e	e	PROPN
dpc-5110	234	3	,	,	PUNCT
dpc-5110	234	4	meenan	meenan	VERB
dpc-5110	234	5	ck	ck	ADJ
dpc-5110	234	6	,	,	PUNCT
dpc-5110	234	7	ferris	ferris	PROPN
dpc-5110	234	8	lk	lk	PROPN
dpc-5110	234	9	.	.	PROPN
dpc-5110	234	10	smartphone	smartphone	NOUN
dpc-5110	234	11	-	-	PUNCT
dpc-5110	234	12	based	base	VERB
dpc-5110	234	13	applications	application	NOUN
dpc-5110	234	14	for	for	ADP
dpc-5110	234	15	skin	skin	NOUN
dpc-5110	234	16	monitoring	monitoring	NOUN
dpc-5110	234	17	and	and	CCONJ
dpc-5110	234	18	melanoma	melanoma	NOUN
dpc-5110	234	19	detection	detection	NOUN
dpc-5110	234	20	.	.	PUNCT
dpc-5110	235	1	dermatol	dermatol	NOUN
dpc-5110	235	2	clin	clin	PROPN
dpc-5110	235	3	.	.	PUNCT
dpc-5110	236	1	by	by	ADP
dpc-5110	236	2	a	a	DET
dpc-5110	236	3	lower	low	ADJ
dpc-5110	236	4	sensitivity	sensitivity	NOUN
dpc-5110	236	5	and	and	CCONJ
dpc-5110	236	6	specificity	specificity	NOUN
dpc-5110	236	7	.	.	PUNCT
dpc-5110	237	1	nonetheless	nonetheless	ADV
dpc-5110	237	2	,	,	PUNCT
dpc-5110	237	3	the	the	DET
dpc-5110	237	4	use	use	NOUN
dpc-5110	237	5	of	of	ADP
dpc-5110	237	6	these	these	DET
dpc-5110	237	7	mobile	mobile	ADJ
dpc-5110	237	8	phone	phone	NOUN
dpc-5110	237	9	applications	application	NOUN
dpc-5110	237	10	should	should	AUX
dpc-5110	237	11	raise	raise	VERB
dpc-5110	237	12	awareness	awareness	NOUN
dpc-5110	237	13	of	of	ADP
dpc-5110	237	14	skin	skin	NOUN
dpc-5110	237	15	cancer	cancer	NOUN
dpc-5110	237	16	and	and	CCONJ
dpc-5110	237	17	encourage	encourage	VERB
dpc-5110	237	18	users	user	NOUN
dpc-5110	237	19	to	to	PART
dpc-5110	237	20	be	be	AUX
dpc-5110	237	21	more	more	ADV
dpc-5110	237	22	proactive	proactive	ADJ
dpc-5110	237	23	about	about	ADP
dpc-5110	237	24	prevention	prevention	NOUN
dpc-5110	237	25	.	.	PUNCT
dpc-5110	238	1	considering	consider	VERB
dpc-5110	238	2	the	the	DET
dpc-5110	238	3	algorithm	algorithm	NOUN
dpc-5110	238	4	’s	’s	PART
dpc-5110	238	5	promising	promising	ADJ
dpc-5110	238	6	performance	performance	NOUN
dpc-5110	238	7	in	in	ADP
dpc-5110	238	8	our	our	PRON
dpc-5110	238	9	setting	setting	NOUN
dpc-5110	238	10	,	,	PUNCT
dpc-5110	238	11	it	it	PRON
dpc-5110	238	12	could	could	AUX
dpc-5110	238	13	be	be	AUX
dpc-5110	238	14	used	use	VERB
dpc-5110	238	15	as	as	ADP
dpc-5110	238	16	auxiliary	auxiliary	ADJ
dpc-5110	238	17	tool	tool	NOUN
dpc-5110	238	18	in	in	ADP
dpc-5110	238	19	skin	skin	NOUN
dpc-5110	238	20	cancer	cancer	NOUN
dpc-5110	238	21	recognition	recognition	NOUN
dpc-5110	238	22	,	,	PUNCT
dpc-5110	238	23	especially	especially	ADV
dpc-5110	238	24	in	in	ADP
dpc-5110	238	25	regions	region	NOUN
dpc-5110	238	26	with	with	ADP
dpc-5110	238	27	a	a	DET
dpc-5110	238	28	low	low	ADJ
dpc-5110	238	29	density	density	NOUN
dpc-5110	238	30	of	of	ADP
dpc-5110	238	31	dermatologists	dermatologist	NOUN
dpc-5110	238	32	.	.	PUNCT
dpc-5110	239	1	due	due	ADP
dpc-5110	239	2	to	to	ADP
dpc-5110	239	3	our	our	PRON
dpc-5110	239	4	results	result	NOUN
dpc-5110	239	5	and	and	CCONJ
dpc-5110	239	6	the	the	DET
dpc-5110	239	7	permanent	permanent	ADJ
dpc-5110	239	8	technical	technical	ADJ
dpc-5110	239	9	improvements	improvement	NOUN
dpc-5110	239	10	of	of	ADP
dpc-5110	239	11	the	the	DET
dpc-5110	239	12	algorithms	algorithm	NOUN
dpc-5110	239	13	,	,	PUNCT
dpc-5110	239	14	these	these	DET
dpc-5110	239	15	applications	application	NOUN
dpc-5110	239	16	can	can	AUX
dpc-5110	239	17	be	be	AUX
dpc-5110	239	18	reliably	reliably	ADV
dpc-5110	239	19	used	use	VERB
dpc-5110	239	20	by	by	ADP
dpc-5110	239	21	non	non	NOUN
dpc-5110	239	22	-	-	NOUN
dpc-5110	239	23	professionals	professional	NOUN
dpc-5110	239	24	.	.	PUNCT
dpc-5110	240	1	references	reference	NOUN
dpc-5110	240	2	1	1	NUM
dpc-5110	240	3	.	.	PUNCT
dpc-5110	240	4	siegel	siegel	PROPN
dpc-5110	240	5	rl	rl	PROPN
dpc-5110	240	6	,	,	PUNCT
dpc-5110	240	7	miller	miller	PROPN
dpc-5110	240	8	kd	kd	PROPN
dpc-5110	240	9	,	,	PUNCT
dpc-5110	240	10	fuchs	fuchs	VERB
dpc-5110	240	11	he	he	PRON
dpc-5110	240	12	,	,	PUNCT
dpc-5110	240	13	jemal	jemal	ADJ
dpc-5110	240	14	a.	a.	NOUN
dpc-5110	240	15	cancer	cancer	NOUN
dpc-5110	240	16	statistics	statistic	NOUN
dpc-5110	240	17	,	,	PUNCT
dpc-5110	240	18	2021	2021	NUM
dpc-5110	240	19	.	.	PUNCT
dpc-5110	241	1	ca	can	AUX
dpc-5110	241	2	cancer	cancer	PROPN
dpc-5110	241	3	j	j	PROPN
dpc-5110	241	4	clin	clin	PROPN
dpc-5110	241	5	.	.	PUNCT
dpc-5110	242	1	2021	2021	NUM
dpc-5110	242	2	jan;71(1):7–33	jan;71(1):7–33	PROPN
dpc-5110	242	3	.	.	PUNCT
dpc-5110	243	1	doi	doi	NOUN
dpc-5110	243	2	:	:	PUNCT
dpc-5110	243	3	10.3322	10.3322	NUM
dpc-5110	243	4	/caac.21654	/caac.21654	PUNCT
dpc-5110	243	5	.	.	PUNCT
dpc-5110	244	1	pmid	pmid	NOUN
dpc-5110	244	2	:	:	PUNCT
dpc-5110	244	3	 	 	SPACE
dpc-5110	244	4	33433946	33433946	NUM
dpc-5110	244	5	.	.	PUNCT
dpc-5110	245	1	2	2	NUM
dpc-5110	245	2	.	.	NUM
dpc-5110	245	3	nikolaou	nikolaou	PROPN
dpc-5110	245	4	v	v	PROPN
dpc-5110	245	5	,	,	PUNCT
dpc-5110	245	6	stratigos	stratigos	PROPN
dpc-5110	245	7	aj	aj	PROPN
dpc-5110	245	8	.	.	PUNCT
dpc-5110	246	1	emerging	emerge	VERB
dpc-5110	246	2	trends	trend	NOUN
dpc-5110	246	3	in	in	ADP
dpc-5110	246	4	the	the	DET
dpc-5110	246	5	epidemiology	epidemiology	NOUN
dpc-5110	246	6	of	of	ADP
dpc-5110	246	7	melanoma	melanoma	NOUN
dpc-5110	246	8	.	.	PUNCT
dpc-5110	247	1	br	br	PROPN
dpc-5110	247	2	j	j	PROPN
dpc-5110	247	3	dermatol	dermatol	NOUN
dpc-5110	247	4	.	.	PUNCT
dpc-5110	248	1	2014	2014	NUM
dpc-5110	248	2	jan;170(1):11–9	jan;170(1):11–9	PROPN
dpc-5110	248	3	.	.	PUNCT
dpc-5110	249	1	doi	doi	NOUN
dpc-5110	249	2	:	:	PUNCT
dpc-5110	249	3	10.1111	10.1111	NUM
dpc-5110	249	4	/	/	SYM
dpc-5110	249	5	bjd.12492	bjd.12492	NUM
dpc-5110	249	6	.	.	PUNCT
dpc-5110	250	1	pmid	pmid	NOUN
dpc-5110	250	2	:	:	PUNCT
dpc-5110	250	3	 	 	SPACE
dpc-5110	250	4	23815297	23815297	NUM
dpc-5110	250	5	.	.	PUNCT
dpc-5110	251	1	3	3	X
dpc-5110	251	2	.	.	PUNCT
dpc-5110	251	3	hollestein	hollestein	PROPN
dpc-5110	251	4	l	l	PROPN
dpc-5110	251	5	,	,	PUNCT
dpc-5110	251	6	weinstock	weinstock	PROPN
dpc-5110	251	7	m	m	PROPN
dpc-5110	251	8	,	,	PUNCT
dpc-5110	251	9	le	le	X
dpc-5110	251	10	roux	roux	NOUN
dpc-5110	251	11	e	e	PROPN
dpc-5110	251	12	,	,	PUNCT
dpc-5110	251	13	olsen	olsen	PROPN
dpc-5110	251	14	c.	c.	PROPN
dpc-5110	251	15	more	more	ADV
dpc-5110	251	16	than	than	ADP
dpc-5110	251	17	many	many	ADJ
dpc-5110	251	18	:	:	PUNCT
dpc-5110	251	19	how	how	SCONJ
dpc-5110	251	20	to	to	PART
dpc-5110	251	21	manage	manage	VERB
dpc-5110	251	22	the	the	DET
dpc-5110	251	23	most	most	ADV
dpc-5110	251	24	frequent	frequent	ADJ
dpc-5110	251	25	cancer	cancer	NOUN
dpc-5110	251	26	?	?	PUNCT
dpc-5110	252	1	j	j	PROPN
dpc-5110	252	2	invest	invest	VERB
dpc-5110	252	3	dermatol	dermatol	NOUN
dpc-5110	252	4	.	.	PUNCT
dpc-5110	253	1	2017	2017	NUM
dpc-5110	253	2	sep;137(9):1823–6	sep;137(9):1823–6	PROPN
dpc-5110	253	3	.	.	PUNCT
dpc-5110	253	4	doi	doi	NOUN
dpc-5110	253	5	:	:	PUNCT
dpc-5110	253	6	0.1016	0.1016	NUM
dpc-5110	253	7	/	/	SYM
dpc-5110	253	8	j.jid	j.jid	PROPN
dpc-5110	253	9	.2017.06.017	.2017.06.017	PUNCT
dpc-5110	253	10	.	.	PUNCT
dpc-5110	254	1	pmid	pmid	PROPN
dpc-5110	254	2	28843292	28843292	NUM
dpc-5110	254	3	.	.	PUNCT
dpc-5110	255	1	4	4	X
dpc-5110	255	2	.	.	NUM
dpc-5110	255	3	petrie	petrie	PROPN
dpc-5110	255	4	t	t	PROPN
dpc-5110	255	5	,	,	PUNCT
dpc-5110	255	6	samatham	samatham	ADJ
dpc-5110	255	7	r	r	NOUN
dpc-5110	255	8	,	,	PUNCT
dpc-5110	255	9	witkowski	witkowski	NOUN
dpc-5110	255	10	am	am	NOUN
dpc-5110	255	11	,	,	PUNCT
dpc-5110	255	12	esteva	esteva	PROPN
dpc-5110	255	13	a	a	PRON
dpc-5110	255	14	,	,	PUNCT
dpc-5110	255	15	leachman	leachman	PROPN
dpc-5110	255	16	sa	sa	PROPN
dpc-5110	255	17	.	.	PUNCT
dpc-5110	256	1	melanoma	melanoma	VERB
dpc-5110	256	2	early	early	ADJ
dpc-5110	256	3	detection	detection	NOUN
dpc-5110	256	4	:	:	PUNCT
dpc-5110	256	5	big	big	ADJ
dpc-5110	256	6	data	datum	NOUN
dpc-5110	256	7	,	,	PUNCT
dpc-5110	256	8	bigger	big	ADJ
dpc-5110	256	9	picture	picture	NOUN
dpc-5110	256	10	.	.	PUNCT
dpc-5110	257	1	j	j	PROPN
dpc-5110	257	2	invest	invest	VERB
dpc-5110	257	3	dermatol	dermatol	NOUN
dpc-5110	257	4	.	.	PUNCT
dpc-5110	258	1	2019	2019	NUM
dpc-5110	258	2	jan;139(1):25–30	jan;139(1):25–30	NOUN
dpc-5110	258	3	.	.	PUNCT
dpc-5110	259	1	doi	doi	NOUN
dpc-5110	259	2	:	:	PUNCT
dpc-5110	259	3	 	 	SPACE
dpc-5110	259	4	10.1016	10.1016	NUM
dpc-5110	259	5	/	/	SYM
dpc-5110	259	6	j.jid	j.jid	PROPN
dpc-5110	259	7	.2018.06.187	.2018.06.187	PUNCT
dpc-5110	259	8	.	.	PUNCT
dpc-5110	260	1	pmid	pmid	PROPN
dpc-5110	260	2	30482597	30482597	NUM
dpc-5110	260	3	.	.	PUNCT
dpc-5110	261	1	5	5	X
dpc-5110	261	2	.	.	X
dpc-5110	261	3	dorrell	dorrell	PROPN
dpc-5110	261	4	dn	dn	PROPN
dpc-5110	261	5	,	,	PUNCT
dpc-5110	261	6	strowd	strowd	PROPN
dpc-5110	261	7	lc	lc	PROPN
dpc-5110	261	8	.	.	PROPN
dpc-5110	261	9	skin	skin	NOUN
dpc-5110	261	10	cancer	cancer	NOUN
dpc-5110	261	11	detection	detection	NOUN
dpc-5110	261	12	technology	technology	NOUN
dpc-5110	261	13	.	.	PUNCT
dpc-5110	262	1	dermatol	dermatol	NOUN
dpc-5110	262	2	clin	clin	PROPN
dpc-5110	262	3	.	.	PUNCT
dpc-5110	263	1	2019	2019	NUM
dpc-5110	263	2	oct;37(4):527–36	oct;37(4):527–36	NOUN
dpc-5110	263	3	.	.	PUNCT
dpc-5110	264	1	doi	doi	NOUN
dpc-5110	264	2	:	:	PUNCT
dpc-5110	264	3	10.1016	10.1016	NUM
dpc-5110	264	4	/	/	SYM
dpc-5110	264	5	j.det.2019	j.det.2019	PROPN
dpc-5110	264	6	.05.010	.05.010	PROPN
dpc-5110	264	7	.	.	PUNCT
dpc-5110	265	1	pmid	pmid	NOUN
dpc-5110	265	2	:	:	PUNCT
dpc-5110	265	3	 	 	SPACE
dpc-5110	265	4	31466592	31466592	NUM
dpc-5110	265	5	.	.	PUNCT
dpc-5110	266	1	6	6	NUM
dpc-5110	266	2	.	.	X
dpc-5110	267	1	marka	marka	PROPN
dpc-5110	267	2	a	a	PROPN
dpc-5110	267	3	,	,	PUNCT
dpc-5110	267	4	carter	carter	PROPN
dpc-5110	267	5	jb	jb	PROPN
dpc-5110	267	6	,	,	PUNCT
dpc-5110	267	7	toto	toto	PROPN
dpc-5110	267	8	e	e	PROPN
dpc-5110	267	9	,	,	PUNCT
dpc-5110	267	10	hassanpour	hassanpour	PROPN
dpc-5110	267	11	s.	s.	PROPN
dpc-5110	267	12	automated	automate	VERB
dpc-5110	267	13	detection	detection	NOUN
dpc-5110	267	14	of	of	ADP
dpc-5110	267	15	nonmelanoma	nonmelanoma	ADJ
dpc-5110	267	16	skin	skin	NOUN
dpc-5110	267	17	cancer	cancer	NOUN
dpc-5110	267	18	using	use	VERB
dpc-5110	267	19	digital	digital	ADJ
dpc-5110	267	20	images	image	NOUN
dpc-5110	267	21	:	:	PUNCT
dpc-5110	267	22	a	a	DET
dpc-5110	267	23	systematic	systematic	ADJ
dpc-5110	267	24	review	review	NOUN
dpc-5110	267	25	.	.	PUNCT
dpc-5110	268	1	bmc	bmc	ADJ
dpc-5110	268	2	med	med	ADJ
dpc-5110	268	3	imaging	imaging	NOUN
dpc-5110	268	4	.	.	PUNCT
dpc-5110	269	1	2019;19(1):21	2019;19(1):21	NUM
dpc-5110	269	2	.	.	PUNCT
dpc-5110	270	1	doi	doi	NOUN
dpc-5110	270	2	:	:	PUNCT
dpc-5110	270	3	10.1186	10.1186	NUM
dpc-5110	270	4	/	/	SYM
dpc-5110	270	5	s12880	s12880	NUM
dpc-5110	270	6	-019	-019	PROPN
dpc-5110	270	7	-	-	PUNCT
dpc-5110	270	8	0307	0307	NUM
dpc-5110	270	9	-	-	SYM
dpc-5110	270	10	7	7	NUM
dpc-5110	270	11	.	.	PUNCT
dpc-5110	271	1	pmid	pmid	NOUN
dpc-5110	271	2	:	:	PUNCT
dpc-5110	271	3	 	 	SPACE
dpc-5110	271	4	30819133	30819133	NUM
dpc-5110	271	5	.	.	PUNCT
dpc-5110	272	1	7	7	X
dpc-5110	272	2	.	.	X
dpc-5110	272	3	maron	maron	PROPN
dpc-5110	272	4	rc	rc	PROPN
dpc-5110	272	5	,	,	PUNCT
dpc-5110	272	6	weichenthal	weichenthal	PROPN
dpc-5110	272	7	m	m	PROPN
dpc-5110	272	8	,	,	PUNCT
dpc-5110	272	9	utikal	utikal	PROPN
dpc-5110	272	10	js	js	PROPN
dpc-5110	272	11	et	et	PROPN
dpc-5110	272	12	al	al	PROPN
dpc-5110	272	13	.	.	PUNCT
dpc-5110	272	14	systematic	systematic	ADJ
dpc-5110	272	15	outperformance	outperformance	NOUN
dpc-5110	272	16	of	of	ADP
dpc-5110	272	17	112	112	NUM
dpc-5110	272	18	dermatologists	dermatologist	NOUN
dpc-5110	272	19	in	in	ADP
dpc-5110	272	20	multiclass	multiclass	ADJ
dpc-5110	272	21	skin	skin	NOUN
dpc-5110	272	22	cancer	cancer	NOUN
dpc-5110	272	23	image	image	NOUN
dpc-5110	272	24	classification	classification	NOUN
dpc-5110	272	25	by	by	ADP
dpc-5110	272	26	convolutional	convolutional	ADJ
dpc-5110	272	27	neural	neural	ADJ
dpc-5110	272	28	networks	network	NOUN
dpc-5110	272	29	.	.	PUNCT
dpc-5110	273	1	eur	eur	PROPN
dpc-5110	273	2	j	j	PROPN
dpc-5110	273	3	cancer	cancer	NOUN
dpc-5110	273	4	.	.	PUNCT
dpc-5110	274	1	2019;119:57	2019;119:57	NUM
dpc-5110	274	2	-	-	SYM
dpc-5110	274	3	65	65	NUM
dpc-5110	274	4	.	.	PUNCT
dpc-5110	275	1	doi	doi	NOUN
dpc-5110	275	2	:	:	PUNCT
dpc-5110	275	3	10.1016	10.1016	NUM
dpc-5110	275	4	/	/	SYM
dpc-5110	275	5	j.ejca.2019.06.013	j.ejca.2019.06.013	PROPN
dpc-5110	275	6	.	.	PUNCT
dpc-5110	276	1	pmid	pmid	PROPN
dpc-5110	276	2	:	:	PUNCT
dpc-5110	276	3	 	 	SPACE
dpc-5110	276	4	31419752	31419752	NUM
dpc-5110	276	5	.	.	PUNCT
dpc-5110	277	1	8	8	X
dpc-5110	277	2	.	.	X
dpc-5110	277	3	brinker	brinker	PROPN
dpc-5110	277	4	tj	tj	PROPN
dpc-5110	277	5	,	,	PUNCT
dpc-5110	277	6	hekler	hekler	NOUN
dpc-5110	277	7	a	a	NOUN
dpc-5110	277	8	,	,	PUNCT
dpc-5110	277	9	enk	enk	PROPN
dpc-5110	277	10	ah	ah	INTJ
dpc-5110	277	11	et	et	PROPN
dpc-5110	277	12	al	al	PROPN
dpc-5110	277	13	.	.	PUNCT
dpc-5110	278	1	a	a	DET
dpc-5110	278	2	convolutional	convolutional	ADJ
dpc-5110	278	3	neural	neural	ADJ
dpc-5110	278	4	network	network	NOUN
dpc-5110	278	5	trained	train	VERB
dpc-5110	278	6	with	with	ADP
dpc-5110	278	7	dermoscopic	dermoscopic	ADJ
dpc-5110	278	8	images	image	NOUN
dpc-5110	278	9	performed	perform	VERB
dpc-5110	278	10	on	on	ADP
dpc-5110	278	11	par	par	PROPN
dpc-5110	278	12	figure	figure	NOUN
dpc-5110	278	13	4	4	NUM
dpc-5110	278	14	.	.	PUNCT
dpc-5110	278	15	three	three	NUM
dpc-5110	278	16	examples	example	NOUN
dpc-5110	278	17	of	of	ADP
dpc-5110	278	18	false	false	ADJ
dpc-5110	278	19	negative	negative	ADJ
dpc-5110	278	20	-	-	PUNCT
dpc-5110	278	21	assessed	assessed	ADJ
dpc-5110	278	22	lesions	lesion	NOUN
dpc-5110	278	23	by	by	ADP
dpc-5110	278	24	the	the	DET
dpc-5110	278	25	algorithm	algorithm	NOUN
dpc-5110	278	26	.	.	PUNCT
dpc-5110	279	1	8	8	NUM
dpc-5110	279	2	original	original	ADJ
dpc-5110	279	3	article	article	NOUN
dpc-5110	279	4	|	|	ADV
dpc-5110	279	5	dermatol	dermatol	ADJ
dpc-5110	279	6	pract	pract	NOUN
dpc-5110	279	7	concept	concept	NOUN
dpc-5110	279	8	.	.	PUNCT
dpc-5110	280	1	2025;15(3):5110	2025;15(3):5110	PROPN
dpc-5110	280	2	24	24	NUM
dpc-5110	280	3	.	.	PUNCT
dpc-5110	281	1	tschandl	tschandl	PROPN
dpc-5110	281	2	p	p	NOUN
dpc-5110	281	3	,	,	PUNCT
dpc-5110	281	4	rosendahl	rosendahl	NOUN
dpc-5110	281	5	c	c	NOUN
dpc-5110	281	6	,	,	PUNCT
dpc-5110	281	7	akay	akay	PROPN
dpc-5110	281	8	bn	bn	INTJ
dpc-5110	281	9	et	et	PROPN
dpc-5110	281	10	al	al	PROPN
dpc-5110	281	11	.	.	PUNCT
dpc-5110	282	1	expert	expert	NOUN
dpc-5110	282	2	-	-	PUNCT
dpc-5110	282	3	level	level	NOUN
dpc-5110	282	4	diagnosis	diagnosis	NOUN
dpc-5110	282	5	of	of	ADP
dpc-5110	282	6	nonpigmented	nonpigmented	ADJ
dpc-5110	282	7	skin	skin	NOUN
dpc-5110	282	8	cancer	cancer	NOUN
dpc-5110	282	9	by	by	ADP
dpc-5110	282	10	combined	combine	VERB
dpc-5110	282	11	convolutional	convolutional	ADJ
dpc-5110	282	12	neural	neural	ADJ
dpc-5110	282	13	networks	network	NOUN
dpc-5110	282	14	.	.	PUNCT
dpc-5110	283	1	jama	jama	PROPN
dpc-5110	283	2	dermatol	dermatol	NOUN
dpc-5110	283	3	.	.	PUNCT
dpc-5110	284	1	2019	2019	NUM
dpc-5110	284	2	jan	jan	PROPN
dpc-5110	284	3	1;155(1):58	1;155(1):58	PROPN
dpc-5110	284	4	.	.	PUNCT
dpc-5110	284	5	doi	doi	NOUN
dpc-5110	284	6	:	:	PUNCT
dpc-5110	284	7	10.1001	10.1001	NUM
dpc-5110	284	8	/	/	SYM
dpc-5110	284	9	jamadermatol.2018.4378	jamadermatol.2018.4378	NOUN
dpc-5110	284	10	.	.	PUNCT
dpc-5110	285	1	pmid	pmid	NOUN
dpc-5110	285	2	:	:	PUNCT
dpc-5110	285	3	30484822	30484822	NUM
dpc-5110	285	4	.	.	PUNCT
dpc-5110	286	1	25	25	NUM
dpc-5110	286	2	.	.	PUNCT
dpc-5110	286	3	young	young	ADJ
dpc-5110	286	4	at	at	ADP
dpc-5110	286	5	,	,	PUNCT
dpc-5110	286	6	vora	vora	PROPN
dpc-5110	286	7	nb	nb	PROPN
dpc-5110	286	8	,	,	PUNCT
dpc-5110	286	9	cortez	cortez	PROPN
dpc-5110	286	10	j	j	PROPN
dpc-5110	286	11	et	et	PROPN
dpc-5110	286	12	al	al	PROPN
dpc-5110	286	13	.	.	PUNCT
dpc-5110	287	1	the	the	DET
dpc-5110	287	2	role	role	NOUN
dpc-5110	287	3	of	of	ADP
dpc-5110	287	4	technology	technology	NOUN
dpc-5110	287	5	in	in	ADP
dpc-5110	287	6	melanoma	melanoma	NOUN
dpc-5110	287	7	screening	screening	NOUN
dpc-5110	287	8	and	and	CCONJ
dpc-5110	287	9	diagnosis	diagnosis	NOUN
dpc-5110	287	10	.	.	PUNCT
dpc-5110	288	1	pigment	pigment	ADJ
dpc-5110	288	2	cell	cell	NOUN
dpc-5110	288	3	melanoma	melanoma	NOUN
dpc-5110	288	4	res	re	NOUN
dpc-5110	288	5	.	.	PUNCT
dpc-5110	289	1	2021	2021	NUM
dpc-5110	289	2	mar;34(2):288–300	mar;34(2):288–300	PROPN
dpc-5110	289	3	.	.	PUNCT
dpc-5110	289	4	doi	doi	NOUN
dpc-5110	289	5	:	:	PUNCT
dpc-5110	289	6	10.1111	10.1111	NUM
dpc-5110	289	7	/	/	SYM
dpc-5110	289	8	pcmr.12907	pcmr.12907	X
dpc-5110	289	9	.	.	PUNCT
dpc-5110	290	1	pmid	pmid	NOUN
dpc-5110	290	2	:	:	PUNCT
dpc-5110	290	3	 	 	SPACE
dpc-5110	290	4	32558281	32558281	NUM
dpc-5110	290	5	.	.	PUNCT
dpc-5110	291	1	26	26	NUM
dpc-5110	291	2	.	.	PUNCT
dpc-5110	291	3	jahn	jahn	NOUN
dpc-5110	291	4	as	as	ADP
dpc-5110	291	5	,	,	PUNCT
dpc-5110	291	6	navarini	navarini	ADJ
dpc-5110	291	7	aa	aa	NOUN
dpc-5110	291	8	,	,	PUNCT
dpc-5110	291	9	cerminara	cerminara	X
dpc-5110	291	10	se	se	PROPN
dpc-5110	291	11	,	,	PUNCT
dpc-5110	291	12	et	et	PROPN
dpc-5110	291	13	al	al	PROPN
dpc-5110	291	14	.	.	PROPN
dpc-5110	292	1	over	over	ADP
dpc-5110	292	2	-	-	PUNCT
dpc-5110	292	3	detection	detection	NOUN
dpc-5110	292	4	of	of	ADP
dpc-5110	292	5	melanoma	melanoma	ADJ
dpc-5110	292	6	-	-	PUNCT
dpc-5110	292	7	suspect	suspect	NOUN
dpc-5110	292	8	lesions	lesion	NOUN
dpc-5110	292	9	by	by	ADP
dpc-5110	292	10	a	a	DET
dpc-5110	292	11	ce	ce	PROPN
dpc-5110	292	12	-	-	ADJ
dpc-5110	292	13	certified	certify	VERB
dpc-5110	292	14	smartphone	smartphone	NOUN
dpc-5110	292	15	app	app	NOUN
dpc-5110	292	16	:	:	PUNCT
dpc-5110	292	17	performance	performance	NOUN
dpc-5110	292	18	in	in	ADP
dpc-5110	292	19	comparison	comparison	NOUN
dpc-5110	292	20	to	to	ADP
dpc-5110	292	21	dermatologists	dermatologist	NOUN
dpc-5110	292	22	,	,	PUNCT
dpc-5110	292	23	2d	2d	NOUN
dpc-5110	292	24	and	and	CCONJ
dpc-5110	292	25	3d	3d	NUM
dpc-5110	292	26	convolutional	convolutional	ADJ
dpc-5110	292	27	neural	neural	ADJ
dpc-5110	292	28	networks	network	NOUN
dpc-5110	292	29	in	in	ADP
dpc-5110	292	30	a	a	DET
dpc-5110	292	31	prospective	prospective	ADJ
dpc-5110	292	32	data	datum	NOUN
dpc-5110	292	33	set	set	VERB
dpc-5110	292	34	of	of	ADP
dpc-5110	292	35	1204	1204	NUM
dpc-5110	292	36	pigmented	pigment	VERB
dpc-5110	292	37	skin	skin	NOUN
dpc-5110	292	38	lesions	lesion	NOUN
dpc-5110	292	39	involving	involve	VERB
dpc-5110	292	40	patients	patient	NOUN
dpc-5110	292	41	’	'	PUNCT
dpc-5110	292	42	perception	perception	NOUN
dpc-5110	292	43	.	.	PUNCT
dpc-5110	293	1	cancers	cancer	NOUN
dpc-5110	293	2	.	.	PUNCT
dpc-5110	294	1	2022	2022	NUM
dpc-5110	294	2	aug	aug	PROPN
dpc-5110	294	3	7;14(15):3829	7;14(15):3829	X
dpc-5110	294	4	.	.	PUNCT
dpc-5110	295	1	doi	doi	NOUN
dpc-5110	295	2	:	:	PUNCT
dpc-5110	295	3	10.3390	10.3390	NUM
dpc-5110	295	4	/	/	SYM
dpc-5110	295	5	cancers14153829	cancers14153829	PROPN
dpc-5110	295	6	.	.	PUNCT
dpc-5110	296	1	pmid	pmid	NOUN
dpc-5110	296	2	:	:	PUNCT
dpc-5110	296	3	35954491	35954491	NUM
dpc-5110	296	4	.	.	PUNCT
dpc-5110	297	1	27	27	NUM
dpc-5110	297	2	.	.	PUNCT
dpc-5110	298	1	freeman	freeman	PROPN
dpc-5110	298	2	k	k	PROPN
dpc-5110	298	3	,	,	PUNCT
dpc-5110	298	4	dinnes	dinnes	PROPN
dpc-5110	298	5	j	j	PROPN
dpc-5110	298	6	,	,	PUNCT
dpc-5110	298	7	chuchu	chuchu	PROPN
dpc-5110	298	8	n	n	PROPN
dpc-5110	298	9	et	et	PROPN
dpc-5110	298	10	al	al	PROPN
dpc-5110	298	11	.	.	PROPN
dpc-5110	298	12	algorithm	algorithm	PROPN
dpc-5110	298	13	based	base	VERB
dpc-5110	298	14	smartphone	smartphone	NOUN
dpc-5110	298	15	apps	app	NOUN
dpc-5110	298	16	to	to	PART
dpc-5110	298	17	assess	assess	VERB
dpc-5110	298	18	risk	risk	NOUN
dpc-5110	298	19	of	of	ADP
dpc-5110	298	20	skin	skin	NOUN
dpc-5110	298	21	cancer	cancer	NOUN
dpc-5110	298	22	in	in	ADP
dpc-5110	298	23	adults	adult	NOUN
dpc-5110	298	24	:	:	PUNCT
dpc-5110	298	25	systematic	systematic	ADJ
dpc-5110	298	26	review	review	NOUN
dpc-5110	298	27	of	of	ADP
dpc-5110	298	28	diagnostic	diagnostic	ADJ
dpc-5110	298	29	accuracy	accuracy	NOUN
dpc-5110	298	30	studies	study	NOUN
dpc-5110	298	31	.	.	PUNCT
dpc-5110	299	1	bmj	bmj	PROPN
dpc-5110	299	2	.	.	PUNCT
dpc-5110	299	3	2020	2020	NUM
dpc-5110	299	4	feb	feb	PROPN
dpc-5110	299	5	10	10	NUM
dpc-5110	299	6	;	;	PUNCT
dpc-5110	299	7	368	368	NUM
dpc-5110	299	8	:	:	PUNCT
dpc-5110	300	1	m127	m127	PROPN
dpc-5110	300	2	.	.	PUNCT
dpc-5110	300	3	doi	doi	NOUN
dpc-5110	300	4	:	:	PUNCT
dpc-5110	300	5	10.1136	10.1136	NUM
dpc-5110	300	6	/	/	SYM
dpc-5110	300	7	bmj.m127	bmj.m127	NUM
dpc-5110	300	8	.	.	PUNCT
dpc-5110	301	1	pmid	pmid	NOUN
dpc-5110	301	2	:	:	PUNCT
dpc-5110	301	3	 	 	SPACE
dpc-5110	301	4	32041693	32041693	NUM
dpc-5110	301	5	.	.	PUNCT
dpc-5110	302	1	28	28	NUM
dpc-5110	302	2	.	.	PUNCT
dpc-5110	303	1	o’sullivan	o’sullivan	PROPN
dpc-5110	303	2	jw	jw	PROPN
dpc-5110	303	3	,	,	PUNCT
dpc-5110	303	4	banerjee	banerjee	PROPN
dpc-5110	303	5	a	a	NOUN
dpc-5110	303	6	,	,	PUNCT
dpc-5110	303	7	heneghan	heneghan	NOUN
dpc-5110	303	8	c	c	NOUN
dpc-5110	303	9	,	,	PUNCT
dpc-5110	303	10	pluddemann	pluddemann	PROPN
dpc-5110	303	11	a.	a.	NOUN
dpc-5110	303	12	verification	verification	NOUN
dpc-5110	303	13	bias	bias	NOUN
dpc-5110	303	14	.	.	PUNCT
dpc-5110	304	1	bmj	bmj	PROPN
dpc-5110	304	2	evid	evid	PROPN
dpc-5110	304	3	-	-	PUNCT
dpc-5110	304	4	based	base	VERB
dpc-5110	304	5	med	med	PROPN
dpc-5110	304	6	.	.	PUNCT
dpc-5110	304	7	2018	2018	NUM
dpc-5110	304	8	apr;23(2):54–5	apr;23(2):54–5	NOUN
dpc-5110	304	9	.	.	PUNCT
dpc-5110	305	1	doi	doi	NOUN
dpc-5110	305	2	:	:	PUNCT
dpc-5110	305	3	10.1136	10.1136	NUM
dpc-5110	305	4	/	/	SYM
dpc-5110	305	5	bmjebm-2018	bmjebm-2018	NOUN
dpc-5110	305	6	-	-	PUNCT
dpc-5110	305	7	110919	110919	NUM
dpc-5110	305	8	.	.	PUNCT
dpc-5110	306	1	pmid	pmid	NOUN
dpc-5110	306	2	29595130	29595130	NUM
dpc-5110	306	3	.	.	PUNCT
dpc-5110	307	1	29	29	NUM
dpc-5110	307	2	.	.	PUNCT
dpc-5110	308	1	chen	chen	PROPN
dpc-5110	308	2	x	x	PROPN
dpc-5110	308	3	,	,	PUNCT
dpc-5110	308	4	lu	lu	PROPN
dpc-5110	308	5	q	q	PROPN
dpc-5110	308	6	,	,	PUNCT
dpc-5110	308	7	chen	chen	PROPN
dpc-5110	308	8	c	c	PROPN
dpc-5110	308	9	,	,	PUNCT
dpc-5110	308	10	jiang	jiang	PROPN
dpc-5110	308	11	g.	g.	VERB
dpc-5110	308	12	recent	recent	ADJ
dpc-5110	308	13	developments	development	NOUN
dpc-5110	308	14	in	in	ADP
dpc-5110	308	15	dermoscopy	dermoscopy	NOUN
dpc-5110	308	16	for	for	ADP
dpc-5110	308	17	dermatology	dermatology	NOUN
dpc-5110	308	18	.	.	PUNCT
dpc-5110	309	1	j	j	PROPN
dpc-5110	309	2	cosmet	cosmet	PROPN
dpc-5110	309	3	dermatol	dermatol	NOUN
dpc-5110	309	4	.	.	PUNCT
dpc-5110	310	1	2021	2021	NUM
dpc-5110	310	2	jun;20(6	jun;20(6	NOUN
dpc-5110	310	3	):	):	PUNCT
dpc-5110	310	4	1611–7	1611–7	PROPN
dpc-5110	310	5	.	.	PUNCT
dpc-5110	310	6	doi	doi	NOUN
dpc-5110	310	7	:	:	PUNCT
dpc-5110	310	8	10.1111	10.1111	NUM
dpc-5110	310	9	/	/	SYM
dpc-5110	310	10	jocd.13846	jocd.13846	PROPN
dpc-5110	310	11	.	.	PUNCT
dpc-5110	311	1	pmid	pmid	NOUN
dpc-5110	311	2	:	:	PUNCT
dpc-5110	311	3	 	 	SPACE
dpc-5110	311	4	33197276	33197276	NUM
dpc-5110	311	5	.	.	PUNCT
dpc-5110	312	1	2017	2017	NUM
dpc-5110	312	2	oct;35(4):551–7	oct;35(4):551–7	PROPN
dpc-5110	312	3	.	.	PUNCT
dpc-5110	312	4	doi	doi	PROPN
dpc-5110	312	5	:	:	PUNCT
dpc-5110	312	6	10.1016	10.1016	NUM
dpc-5110	312	7	/	/	SYM
dpc-5110	312	8	j.det.2017.06.014	j.det.2017.06.014	PROPN
dpc-5110	312	9	.	.	PUNCT
dpc-5110	313	1	pmid	pmid	NOUN
dpc-5110	313	2	:	:	PUNCT
dpc-5110	313	3	28886812	28886812	NUM
dpc-5110	313	4	.	.	PUNCT
dpc-5110	314	1	19	19	NUM
dpc-5110	314	2	.	.	PUNCT
dpc-5110	314	3	wurm	wurm	PROPN
dpc-5110	314	4	em	em	PRON
dpc-5110	314	5	,	,	PUNCT
dpc-5110	314	6	curchin	curchin	PROPN
dpc-5110	314	7	ce	ce	PROPN
dpc-5110	314	8	,	,	PUNCT
dpc-5110	314	9	soyer	soyer	PROPN
dpc-5110	314	10	hp	hp	PROPN
dpc-5110	314	11	.	.	PUNCT
dpc-5110	315	1	recent	recent	ADJ
dpc-5110	315	2	advances	advance	NOUN
dpc-5110	315	3	in	in	ADP
dpc-5110	315	4	diagnosing	diagnose	VERB
dpc-5110	315	5	cutaneous	cutaneous	ADJ
dpc-5110	315	6	melanomas	melanoma	NOUN
dpc-5110	315	7	.	.	PUNCT
dpc-5110	316	1	f1000	f1000	PROPN
dpc-5110	316	2	med	med	PROPN
dpc-5110	316	3	rep	rep	PROPN
dpc-5110	316	4	.	.	PROPN
dpc-5110	316	5	2010;2:46	2010;2:46	NOUN
dpc-5110	316	6	.	.	PUNCT
dpc-5110	317	1	doi	doi	NOUN
dpc-5110	317	2	:	:	PUNCT
dpc-5110	317	3	10.3410	10.3410	NUM
dpc-5110	317	4	/	/	SYM
dpc-5110	317	5	m2	m2	PROPN
dpc-5110	317	6	-	-	PUNCT
dpc-5110	317	7	46	46	NUM
dpc-5110	317	8	.	.	PUNCT
dpc-5110	318	1	pmid	pmid	NOUN
dpc-5110	318	2	:	:	PUNCT
dpc-5110	318	3	 	 	SPACE
dpc-5110	318	4	20948838	20948838	NUM
dpc-5110	318	5	.	.	PUNCT
dpc-5110	319	1	20	20	NUM
dpc-5110	319	2	.	.	PUNCT
dpc-5110	320	1	waweru	waweru	PROPN
dpc-5110	320	2	ak	ak	PROPN
dpc-5110	320	3	,	,	PUNCT
dpc-5110	320	4	ahmed	ahmed	PROPN
dpc-5110	320	5	k	k	PROPN
dpc-5110	320	6	,	,	PUNCT
dpc-5110	320	7	miao	miao	PROPN
dpc-5110	320	8	y	y	PROPN
dpc-5110	320	9	,	,	PUNCT
dpc-5110	320	10	kawan	kawan	PROPN
dpc-5110	320	11	p.	p.	PROPN
dpc-5110	321	1	deep	deep	ADJ
dpc-5110	321	2	learning	learning	NOUN
dpc-5110	321	3	in	in	ADP
dpc-5110	321	4	skin	skin	NOUN
dpc-5110	321	5	lesion	lesion	NOUN
dpc-5110	321	6	analysis	analysis	NOUN
dpc-5110	321	7	towards	towards	ADP
dpc-5110	321	8	cancer	cancer	NOUN
dpc-5110	321	9	detection	detection	NOUN
dpc-5110	321	10	.	.	PUNCT
dpc-5110	322	1	in	in	ADP
dpc-5110	322	2	:	:	PUNCT
dpc-5110	322	3	2020	2020	NUM
dpc-5110	322	4	24th	24th	ADJ
dpc-5110	322	5	international	international	ADJ
dpc-5110	322	6	conference	conference	NOUN
dpc-5110	322	7	information	information	NOUN
dpc-5110	322	8	visualisation	visualisation	NOUN
dpc-5110	322	9	(	(	PUNCT
dpc-5110	322	10	iv	iv	X
dpc-5110	322	11	)	)	PUNCT
dpc-5110	323	1	[	[	X
dpc-5110	323	2	internet	internet	NOUN
dpc-5110	323	3	]	]	PUNCT
dpc-5110	323	4	.	.	PUNCT
dpc-5110	324	1	melbourne	melbourne	PROPN
dpc-5110	324	2	,	,	PUNCT
dpc-5110	324	3	australia	australia	PROPN
dpc-5110	324	4	:	:	PUNCT
dpc-5110	324	5	ieee	ieee	NOUN
dpc-5110	324	6	;	;	PUNCT
dpc-5110	324	7	2020	2020	NUM
dpc-5110	325	1	[	[	X
dpc-5110	325	2	cited	cite	VERB
dpc-5110	325	3	2023	2023	NUM
dpc-5110	325	4	nov	nov	NOUN
dpc-5110	325	5	29	29	NUM
dpc-5110	325	6	]	]	PUNCT
dpc-5110	325	7	.	.	PUNCT
dpc-5110	326	1	p.	p.	NOUN
dpc-5110	326	2	740–5	740–5	NUM
dpc-5110	326	3	.	.	PUNCT
dpc-5110	327	1	https://ieeexplore.ieee.org/document/9373111/	https://ieeexplore.ieee.org/document/9373111/	NOUN
dpc-5110	328	1	21	21	NUM
dpc-5110	328	2	.	.	PUNCT
dpc-5110	329	1	acharya	acharya	PROPN
dpc-5110	329	2	p	p	PROPN
dpc-5110	329	3	,	,	PUNCT
dpc-5110	329	4	mathur	mathur	PROPN
dpc-5110	329	5	m.	m.	PROPN
dpc-5110	329	6	artificial	artificial	PROPN
dpc-5110	329	7	intelligence	intelligence	NOUN
dpc-5110	329	8	in	in	ADP
dpc-5110	329	9	dermatology	dermatology	NOUN
dpc-5110	329	10	:	:	PUNCT
dpc-5110	329	11	the	the	DET
dpc-5110	329	12	‘	'	PUNCT
dpc-5110	329	13	unsupervised	unsupervised	ADJ
dpc-5110	329	14	’	'	PUNCT
dpc-5110	329	15	learning	learning	NOUN
dpc-5110	329	16	.	.	PUNCT
dpc-5110	330	1	br	br	PROPN
dpc-5110	330	2	j	j	PROPN
dpc-5110	330	3	dermatol	dermatol	NOUN
dpc-5110	330	4	.	.	PUNCT
dpc-5110	331	1	2020	2020	NUM
dpc-5110	332	1	jun;182(6	jun;182(6	NUM
dpc-5110	332	2	):	):	PUNCT
dpc-5110	332	3	1507–8	1507–8	NUM
dpc-5110	332	4	.	.	PUNCT
dpc-5110	333	1	doi	doi	NOUN
dpc-5110	333	2	:	:	PUNCT
dpc-5110	333	3	10.1111	10.1111	NUM
dpc-5110	333	4	/	/	SYM
dpc-5110	333	5	bjd.18933	bjd.18933	NOUN
dpc-5110	333	6	.	.	PUNCT
dpc-5110	334	1	pmid	pmid	NOUN
dpc-5110	334	2	:	:	PUNCT
dpc-5110	334	3	 	 	SPACE
dpc-5110	334	4	32030726	32030726	NUM
dpc-5110	334	5	.	.	PUNCT
dpc-5110	335	1	22	22	NUM
dpc-5110	335	2	.	.	PUNCT
dpc-5110	336	1	felmingham	felmingham	PROPN
dpc-5110	336	2	c	c	PROPN
dpc-5110	336	3	,	,	PUNCT
dpc-5110	336	4	macnamara	macnamara	PROPN
dpc-5110	336	5	s	s	PROPN
dpc-5110	336	6	,	,	PUNCT
dpc-5110	336	7	cranwell	cranwell	VERB
dpc-5110	336	8	w	w	PROPN
dpc-5110	336	9	et	et	PROPN
dpc-5110	336	10	al	al	PROPN
dpc-5110	336	11	.	.	PUNCT
dpc-5110	336	12	improving	improve	VERB
dpc-5110	336	13	skin	skin	NOUN
dpc-5110	336	14	cancer	cancer	NOUN
dpc-5110	336	15	management	management	NOUN
dpc-5110	336	16	with	with	ADP
dpc-5110	336	17	artificial	artificial	ADJ
dpc-5110	336	18	intelligence	intelligence	NOUN
dpc-5110	336	19	(	(	PUNCT
dpc-5110	336	20	smarti	smarti	NOUN
dpc-5110	336	21	):	):	PUNCT
dpc-5110	336	22	protocol	protocol	NOUN
dpc-5110	336	23	for	for	ADP
dpc-5110	336	24	a	a	DET
dpc-5110	336	25	preintervention	preintervention	NOUN
dpc-5110	336	26	/	/	SYM
dpc-5110	336	27	postintervention	postintervention	NOUN
dpc-5110	336	28	trial	trial	NOUN
dpc-5110	336	29	of	of	ADP
dpc-5110	336	30	an	an	DET
dpc-5110	336	31	artificial	artificial	ADJ
dpc-5110	336	32	intelligence	intelligence	NOUN
dpc-5110	336	33	system	system	NOUN
dpc-5110	336	34	used	use	VERB
dpc-5110	336	35	as	as	ADP
dpc-5110	336	36	a	a	DET
dpc-5110	336	37	diagnostic	diagnostic	ADJ
dpc-5110	336	38	aid	aid	NOUN
dpc-5110	336	39	for	for	ADP
dpc-5110	336	40	skin	skin	NOUN
dpc-5110	336	41	cancer	cancer	NOUN
dpc-5110	336	42	management	management	NOUN
dpc-5110	336	43	in	in	ADP
dpc-5110	336	44	a	a	DET
dpc-5110	336	45	specialist	specialist	ADJ
dpc-5110	336	46	dermatology	dermatology	NOUN
dpc-5110	336	47	setting	setting	NOUN
dpc-5110	336	48	.	.	PUNCT
dpc-5110	337	1	bmj	bmj	PROPN
dpc-5110	337	2	open	open	ADJ
dpc-5110	337	3	.	.	PUNCT
dpc-5110	338	1	2022	2022	NUM
dpc-5110	338	2	jan;12(1):e050203	jan;12(1):e050203	NOUN
dpc-5110	338	3	.	.	PUNCT
dpc-5110	339	1	doi	doi	NOUN
dpc-5110	339	2	:	:	PUNCT
dpc-5110	339	3	10.1136	10.1136	NUM
dpc-5110	339	4	/	/	SYM
dpc-5110	339	5	bmjopen-2021	bmjopen-2021	NOUN
dpc-5110	339	6	-	-	PUNCT
dpc-5110	339	7	050203	050203	NUM
dpc-5110	339	8	.	.	PUNCT
dpc-5110	340	1	pmid	pmid	NOUN
dpc-5110	340	2	:	:	PUNCT
dpc-5110	340	3	34983756	34983756	NUM
dpc-5110	340	4	.	.	PUNCT
dpc-5110	341	1	23	23	NUM
dpc-5110	341	2	.	.	PUNCT
dpc-5110	342	1	kränke	kränke	PROPN
dpc-5110	342	2	t	t	PROPN
dpc-5110	342	3	,	,	PUNCT
dpc-5110	342	4	tripolt	tripolt	NOUN
dpc-5110	342	5	-	-	PUNCT
dpc-5110	342	6	droschl	droschl	NOUN
dpc-5110	342	7	k	k	PROPN
dpc-5110	342	8	,	,	PUNCT
dpc-5110	342	9	röd	röd	VERB
dpc-5110	342	10	l	l	PROPN
dpc-5110	342	11	et	et	PROPN
dpc-5110	342	12	al	al	PROPN
dpc-5110	342	13	.	.	PROPN
dpc-5110	343	1	new	new	PROPN
dpc-5110	343	2	ai	ai	NOUN
dpc-5110	343	3	-	-	PUNCT
dpc-5110	343	4	algorithms	algorithms	NOUN
dpc-5110	343	5	on	on	ADP
dpc-5110	343	6	smartphones	smartphone	NOUN
dpc-5110	343	7	to	to	PART
dpc-5110	343	8	detect	detect	VERB
dpc-5110	343	9	skin	skin	NOUN
dpc-5110	343	10	cancer	cancer	NOUN
dpc-5110	343	11	in	in	ADP
dpc-5110	343	12	a	a	DET
dpc-5110	343	13	clinical	clinical	ADJ
dpc-5110	343	14	setting	setting	NOUN
dpc-5110	343	15	—	—	PUNCT
dpc-5110	343	16	a	a	DET
dpc-5110	343	17	validation	validation	NOUN
dpc-5110	343	18	study	study	NOUN
dpc-5110	343	19	.	.	PUNCT
dpc-5110	344	1	plos	plos	PROPN
dpc-5110	344	2	one	one	NUM
dpc-5110	344	3	.	.	PUNCT
dpc-5110	345	1	2023	2023	NUM
dpc-5110	345	2	feb	feb	PROPN
dpc-5110	345	3	15;18(2):e0280670	15;18(2):e0280670	NUM
dpc-5110	345	4	.	.	PUNCT
dpc-5110	346	1	doi	doi	NOUN
dpc-5110	346	2	:	:	PUNCT
dpc-5110	346	3	10.1371	10.1371	NUM
dpc-5110	346	4	/	/	SYM
dpc-5110	346	5	journal.pone.0280670	journal.pone.0280670	PROPN
dpc-5110	346	6	.	.	PUNCT
dpc-5110	347	1	pmid	pmid	NOUN
dpc-5110	347	2	:	:	PUNCT
dpc-5110	347	3	36791068	36791068	NUM
dpc-5110	347	4	.	.	PUNCT