id	sid	tid	token	lemma	pos
dpc-1953	1	1	dermatology	dermatology	NOUN
dpc-1953	1	2	:	:	PUNCT
dpc-1953	1	3	practical	practical	ADJ
dpc-1953	1	4	and	and	CCONJ
dpc-1953	1	5	conceptual	conceptual	ADJ
dpc-1953	1	6	original	original	ADJ
dpc-1953	1	7	article	article	NOUN
dpc-1953	1	8	|	|	ADV
dpc-1953	1	9	dermatol	dermatol	ADJ
dpc-1953	1	10	pract	pract	NOUN
dpc-1953	1	11	concept	concept	NOUN
dpc-1953	1	12	.	.	PUNCT
dpc-1953	2	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	2	2	1	1	NUM
dpc-1953	2	3	application	application	NOUN
dpc-1953	2	4	of	of	ADP
dpc-1953	2	5	an	an	DET
dpc-1953	2	6	interactive	interactive	ADJ
dpc-1953	2	7	diagnosis	diagnosis	NOUN
dpc-1953	2	8	ranking	rank	VERB
dpc-1953	2	9	algorithm	algorithm	NOUN
dpc-1953	2	10	in	in	ADP
dpc-1953	2	11	a	a	DET
dpc-1953	2	12	simulated	simulate	VERB
dpc-1953	2	13	vignette	vignette	NOUN
dpc-1953	2	14	-	-	PUNCT
dpc-1953	2	15	based	base	VERB
dpc-1953	2	16	environment	environment	NOUN
dpc-1953	2	17	for	for	ADP
dpc-1953	2	18	general	general	ADJ
dpc-1953	2	19	dermatology	dermatology	NOUN
dpc-1953	2	20	antonia	antonia	PROPN
dpc-1953	2	21	wesinger1	wesinger1	PROPN
dpc-1953	2	22	,	,	PUNCT
dpc-1953	2	23	elisabeth	elisabeth	PROPN
dpc-1953	2	24	riedl1	riedl1	PROPN
dpc-1953	2	25	,	,	PUNCT
dpc-1953	2	26	harald	harald	PROPN
dpc-1953	2	27	kittler1	kittler1	PROPN
dpc-1953	2	28	,	,	PUNCT
dpc-1953	2	29	philipp	philipp	PROPN
dpc-1953	2	30	tschandl1	tschandl1	PROPN
dpc-1953	2	31	1	1	NUM
dpc-1953	2	32	department	department	NOUN
dpc-1953	2	33	of	of	ADP
dpc-1953	2	34	dermatology	dermatology	NOUN
dpc-1953	2	35	,	,	PUNCT
dpc-1953	2	36	medical	medical	ADJ
dpc-1953	2	37	university	university	PROPN
dpc-1953	2	38	of	of	ADP
dpc-1953	2	39	vienna	vienna	PROPN
dpc-1953	2	40	,	,	PUNCT
dpc-1953	2	41	vienna	vienna	PROPN
dpc-1953	2	42	,	,	PUNCT
dpc-1953	2	43	austria	austria	PROPN
dpc-1953	2	44	key	key	ADJ
dpc-1953	2	45	words	word	NOUN
dpc-1953	2	46	:	:	PUNCT
dpc-1953	2	47	logic	logic	NOUN
dpc-1953	2	48	,	,	PUNCT
dpc-1953	2	49	diagnosis	diagnosis	NOUN
dpc-1953	2	50	,	,	PUNCT
dpc-1953	2	51	algorithm	algorithm	NOUN
dpc-1953	2	52	,	,	PUNCT
dpc-1953	2	53	ranking	ranking	NOUN
dpc-1953	2	54	,	,	PUNCT
dpc-1953	2	55	human	human	ADJ
dpc-1953	2	56	-	-	PUNCT
dpc-1953	2	57	computer	computer	NOUN
dpc-1953	2	58	interaction	interaction	NOUN
dpc-1953	2	59	citation	citation	NOUN
dpc-1953	2	60	:	:	PUNCT
dpc-1953	2	61	wesinger	wesinger	PROPN
dpc-1953	3	1	a	a	PRON
dpc-1953	3	2	,	,	PUNCT
dpc-1953	3	3	riedl	riedl	PROPN
dpc-1953	3	4	e	e	NOUN
dpc-1953	3	5	,	,	PUNCT
dpc-1953	3	6	kittler	kittler	PROPN
dpc-1953	3	7	h	h	NOUN
dpc-1953	3	8	,	,	PUNCT
dpc-1953	3	9	tschandl	tschandl	NOUN
dpc-1953	3	10	p.	p.	NOUN
dpc-1953	3	11	application	application	NOUN
dpc-1953	3	12	of	of	ADP
dpc-1953	3	13	an	an	DET
dpc-1953	3	14	interactive	interactive	ADJ
dpc-1953	3	15	diagnosis	diagnosis	NOUN
dpc-1953	3	16	ranking	rank	VERB
dpc-1953	3	17	algorithm	algorithm	NOUN
dpc-1953	3	18	in	in	ADP
dpc-1953	3	19	a	a	DET
dpc-1953	3	20	simulated	simulate	VERB
dpc-1953	3	21	vignette	vignette	NOUN
dpc-1953	3	22	-	-	PUNCT
dpc-1953	3	23	based	base	VERB
dpc-1953	3	24	environment	environment	NOUN
dpc-1953	3	25	for	for	ADP
dpc-1953	3	26	general	general	ADJ
dpc-1953	3	27	dermatology	dermatology	NOUN
dpc-1953	3	28	.	.	PUNCT
dpc-1953	4	1	dermatol	dermatol	NOUN
dpc-1953	4	2	pract	pract	PROPN
dpc-1953	4	3	concept	concept	NOUN
dpc-1953	4	4	.	.	PUNCT
dpc-1953	5	1	2022;12(3):e2022117	2022;12(3):e2022117	X
dpc-1953	5	2	.	.	PUNCT
dpc-1953	5	3	doi	doi	NOUN
dpc-1953	5	4	:	:	PUNCT
dpc-1953	5	5	https://doi.org/10.5826/dpc.1203a117	https://doi.org/10.5826/dpc.1203a117	X
dpc-1953	5	6	accepted	accept	VERB
dpc-1953	5	7	:	:	PUNCT
dpc-1953	5	8	november	november	PROPN
dpc-1953	5	9	24	24	NUM
dpc-1953	5	10	,	,	PUNCT
dpc-1953	5	11	2021	2021	NUM
dpc-1953	5	12	;	;	PUNCT
dpc-1953	5	13	published	publish	VERB
dpc-1953	5	14	:	:	PUNCT
dpc-1953	5	15	july	july	PROPN
dpc-1953	5	16	2022	2022	NUM
dpc-1953	6	1	copyright	copyright	NOUN
dpc-1953	6	2	:	:	PUNCT
dpc-1953	6	3	©	©	PROPN
dpc-1953	6	4	2022	2022	NUM
dpc-1953	6	5	wesinger	wesinger	NOUN
dpc-1953	6	6	et	et	PROPN
dpc-1953	6	7	al	al	PROPN
dpc-1953	6	8	.	.	PUNCT
dpc-1953	7	1	this	this	PRON
dpc-1953	7	2	is	be	AUX
dpc-1953	7	3	an	an	DET
dpc-1953	7	4	open	open	ADJ
dpc-1953	7	5	-	-	PUNCT
dpc-1953	7	6	access	access	NOUN
dpc-1953	7	7	article	article	NOUN
dpc-1953	7	8	distributed	distribute	VERB
dpc-1953	7	9	under	under	ADP
dpc-1953	7	10	the	the	DET
dpc-1953	7	11	terms	term	NOUN
dpc-1953	7	12	of	of	ADP
dpc-1953	7	13	the	the	DET
dpc-1953	7	14	creative	creative	ADJ
dpc-1953	7	15	commons	common	NOUN
dpc-1953	7	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-1953	7	17	license	license	NOUN
dpc-1953	7	18	(	(	PUNCT
dpc-1953	7	19	by	by	ADP
dpc-1953	7	20	-	-	PUNCT
dpc-1953	7	21	nc-4.0	nc-4.0	NOUN
dpc-1953	7	22	)	)	PUNCT
dpc-1953	7	23	,	,	PUNCT
dpc-1953	7	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-1953	7	25	,	,	PUNCT
dpc-1953	7	26	which	which	PRON
dpc-1953	7	27	permits	permit	VERB
dpc-1953	7	28	unrestricted	unrestricted	ADJ
dpc-1953	7	29	noncommercial	noncommercial	ADJ
dpc-1953	7	30	use	use	NOUN
dpc-1953	7	31	,	,	PUNCT
dpc-1953	7	32	distribution	distribution	NOUN
dpc-1953	7	33	,	,	PUNCT
dpc-1953	7	34	and	and	CCONJ
dpc-1953	7	35	reproduction	reproduction	NOUN
dpc-1953	7	36	in	in	ADP
dpc-1953	7	37	any	any	DET
dpc-1953	7	38	medium	medium	NOUN
dpc-1953	7	39	,	,	PUNCT
dpc-1953	7	40	provided	provide	VERB
dpc-1953	7	41	the	the	DET
dpc-1953	7	42	original	original	ADJ
dpc-1953	7	43	authors	author	NOUN
dpc-1953	7	44	and	and	CCONJ
dpc-1953	7	45	source	source	NOUN
dpc-1953	7	46	are	be	AUX
dpc-1953	7	47	credited	credit	VERB
dpc-1953	7	48	.	.	PUNCT
dpc-1953	8	1	funding	funding	NOUN
dpc-1953	8	2	:	:	PUNCT
dpc-1953	8	3	this	this	DET
dpc-1953	8	4	research	research	NOUN
dpc-1953	8	5	was	be	AUX
dpc-1953	8	6	supported	support	VERB
dpc-1953	8	7	by	by	ADP
dpc-1953	8	8	a	a	DET
dpc-1953	8	9	grant	grant	NOUN
dpc-1953	8	10	of	of	ADP
dpc-1953	8	11	the	the	DET
dpc-1953	8	12	austrian	austrian	ADJ
dpc-1953	8	13	research	research	PROPN
dpc-1953	8	14	promotion	promotion	NOUN
dpc-1953	8	15	agency	agency	PROPN
dpc-1953	8	16	(	(	PUNCT
dpc-1953	8	17	ffg	ffg	PROPN
dpc-1953	8	18	=	=	PUNCT
dpc-1953	8	19	forschungsförderungsgesellschaft	forschungsförderungsgesellschaft	PROPN
dpc-1953	8	20	)	)	PUNCT
dpc-1953	8	21	.	.	PUNCT
dpc-1953	9	1	the	the	DET
dpc-1953	9	2	investigation	investigation	NOUN
dpc-1953	9	3	is	be	AUX
dpc-1953	9	4	part	part	NOUN
dpc-1953	9	5	of	of	ADP
dpc-1953	9	6	the	the	DET
dpc-1953	9	7	ffg	ffg	PROPN
dpc-1953	9	8	-	-	NOUN
dpc-1953	9	9	project	project	NOUN
dpc-1953	9	10	:	:	PUNCT
dpc-1953	9	11	“	"	PUNCT
dpc-1953	9	12	a	a	DET
dpc-1953	9	13	novel	novel	ADJ
dpc-1953	9	14	decision	decision	NOUN
dpc-1953	9	15	support	support	NOUN
dpc-1953	9	16	tool	tool	NOUN
dpc-1953	9	17	for	for	ADP
dpc-1953	9	18	training	training	NOUN
dpc-1953	9	19	and	and	CCONJ
dpc-1953	9	20	diagnosis	diagnosis	NOUN
dpc-1953	9	21	in	in	ADP
dpc-1953	9	22	dermatology	dermatology	NOUN
dpc-1953	9	23	”	"	PUNCT
dpc-1953	9	24	(	(	PUNCT
dpc-1953	9	25	project	project	NOUN
dpc-1953	9	26	number	number	NOUN
dpc-1953	9	27	:	:	PUNCT
dpc-1953	9	28	840281	840281	NUM
dpc-1953	9	29	)	)	PUNCT
dpc-1953	9	30	.	.	PUNCT
dpc-1953	10	1	the	the	DET
dpc-1953	10	2	development	development	NOUN
dpc-1953	10	3	of	of	ADP
dpc-1953	10	4	the	the	DET
dpc-1953	10	5	cdra	cdra	NOUN
dpc-1953	10	6	was	be	AUX
dpc-1953	10	7	realized	realize	VERB
dpc-1953	10	8	by	by	ADP
dpc-1953	10	9	the	the	DET
dpc-1953	10	10	medical	medical	ADJ
dpc-1953	10	11	university	university	PROPN
dpc-1953	10	12	of	of	ADP
dpc-1953	10	13	vienna	vienna	PROPN
dpc-1953	10	14	,	,	PUNCT
dpc-1953	10	15	and	and	CCONJ
dpc-1953	10	16	its	its	PRON
dpc-1953	10	17	project	project	NOUN
dpc-1953	10	18	partners	partner	NOUN
dpc-1953	10	19	,	,	PUNCT
dpc-1953	10	20	the	the	DET
dpc-1953	10	21	vienna	vienna	PROPN
dpc-1953	10	22	university	university	PROPN
dpc-1953	10	23	of	of	ADP
dpc-1953	10	24	technology	technology	NOUN
dpc-1953	10	25	and	and	CCONJ
dpc-1953	10	26	emergentec	emergentec	ADJ
dpc-1953	10	27	biodevelopment	biodevelopment	NOUN
dpc-1953	10	28	gmbh	gmbh	PROPN
dpc-1953	10	29	.	.	PUNCT
dpc-1953	11	1	competing	compete	VERB
dpc-1953	11	2	interests	interest	NOUN
dpc-1953	11	3	:	:	PUNCT
dpc-1953	11	4	pt	pt	PROPN
dpc-1953	11	5	reports	report	NOUN
dpc-1953	11	6	fees	fee	NOUN
dpc-1953	11	7	from	from	ADP
dpc-1953	11	8	silverchair	silverchair	PROPN
dpc-1953	11	9	,	,	PUNCT
dpc-1953	11	10	grants	grant	NOUN
dpc-1953	11	11	from	from	ADP
dpc-1953	11	12	metaoptima	metaoptima	PROPN
dpc-1953	11	13	technology	technology	PROPN
dpc-1953	11	14	inc	inc	PROPN
dpc-1953	11	15	.	.	PROPN
dpc-1953	11	16	and	and	CCONJ
dpc-1953	11	17	lilly	lilly	PROPN
dpc-1953	11	18	,	,	PUNCT
dpc-1953	11	19	and	and	CCONJ
dpc-1953	11	20	speaker	speaker	NOUN
dpc-1953	11	21	honoraria	honoraria	NOUN
dpc-1953	11	22	from	from	ADP
dpc-1953	11	23	lilly	lilly	PROPN
dpc-1953	11	24	,	,	PUNCT
dpc-1953	11	25	fotofinder	fotofinder	NOUN
dpc-1953	11	26	and	and	CCONJ
dpc-1953	11	27	novartis	novartis	NOUN
dpc-1953	11	28	,	,	PUNCT
dpc-1953	11	29	all	all	PRON
dpc-1953	11	30	outside	outside	ADP
dpc-1953	11	31	the	the	DET
dpc-1953	11	32	submitted	submit	VERB
dpc-1953	11	33	work	work	NOUN
dpc-1953	11	34	.	.	PUNCT
dpc-1953	12	1	er	er	INTJ
dpc-1953	12	2	is	be	AUX
dpc-1953	12	3	currently	currently	ADV
dpc-1953	12	4	an	an	DET
dpc-1953	12	5	employee	employee	NOUN
dpc-1953	12	6	and	and	CCONJ
dpc-1953	12	7	minor	minor	ADJ
dpc-1953	12	8	stockholder	stockholder	NOUN
dpc-1953	12	9	of	of	ADP
dpc-1953	12	10	eli	eli	PROPN
dpc-1953	12	11	lilly	lilly	PROPN
dpc-1953	12	12	and	and	CCONJ
dpc-1953	12	13	company	company	NOUN
dpc-1953	12	14	.	.	PUNCT
dpc-1953	13	1	hk	hk	PROPN
dpc-1953	13	2	reports	report	VERB
dpc-1953	13	3	royalties	royalty	NOUN
dpc-1953	13	4	or	or	CCONJ
dpc-1953	13	5	licenses	license	NOUN
dpc-1953	13	6	from	from	ADP
dpc-1953	13	7	casio	casio	PROPN
dpc-1953	13	8	,	,	PUNCT
dpc-1953	13	9	barco	barco	PROPN
dpc-1953	13	10	and	and	CCONJ
dpc-1953	13	11	metaoptima	metaoptima	PROPN
dpc-1953	13	12	,	,	PUNCT
dpc-1953	13	13	speaker	speaker	NOUN
dpc-1953	13	14	honoraria	honorarium	NOUN
dpc-1953	13	15	from	from	ADP
dpc-1953	13	16	fotofinder	fotofinder	NOUN
dpc-1953	13	17	,	,	PUNCT
dpc-1953	13	18	and	and	CCONJ
dpc-1953	13	19	receipt	receipt	NOUN
dpc-1953	13	20	of	of	ADP
dpc-1953	13	21	equipment	equipment	NOUN
dpc-1953	13	22	for	for	ADP
dpc-1953	13	23	testing	testing	NOUN
dpc-1953	13	24	from	from	ADP
dpc-1953	13	25	fotofinder	fotofinder	NOUN
dpc-1953	13	26	,	,	PUNCT
dpc-1953	13	27	3gen	3gen	NUM
dpc-1953	13	28	,	,	PUNCT
dpc-1953	13	29	dermamedicalsystems	dermamedicalsystem	NOUN
dpc-1953	13	30	,	,	PUNCT
dpc-1953	13	31	heine	heine	PROPN
dpc-1953	13	32	and	and	CCONJ
dpc-1953	13	33	casio	casio	PROPN
dpc-1953	13	34	;	;	PUNCT
dpc-1953	13	35	all	all	PRON
dpc-1953	13	36	outside	outside	ADP
dpc-1953	13	37	the	the	DET
dpc-1953	13	38	submitted	submit	VERB
dpc-1953	13	39	work	work	NOUN
dpc-1953	13	40	.	.	PUNCT
dpc-1953	14	1	authorship	authorship	NOUN
dpc-1953	14	2	:	:	PUNCT
dpc-1953	14	3	all	all	DET
dpc-1953	14	4	authors	author	NOUN
dpc-1953	14	5	have	have	AUX
dpc-1953	14	6	contributed	contribute	VERB
dpc-1953	14	7	significantly	significantly	ADV
dpc-1953	14	8	to	to	ADP
dpc-1953	14	9	this	this	DET
dpc-1953	14	10	publication	publication	NOUN
dpc-1953	14	11	.	.	PUNCT
dpc-1953	15	1	corresponding	correspond	VERB
dpc-1953	15	2	author	author	NOUN
dpc-1953	15	3	:	:	PUNCT
dpc-1953	15	4	philipp	philipp	PROPN
dpc-1953	15	5	tschandl	tschandl	PROPN
dpc-1953	15	6	,	,	PUNCT
dpc-1953	15	7	md	md	PROPN
dpc-1953	15	8	,	,	PUNCT
dpc-1953	15	9	phd	phd	PROPN
dpc-1953	15	10	,	,	PUNCT
dpc-1953	15	11	department	department	NOUN
dpc-1953	15	12	of	of	ADP
dpc-1953	15	13	dermatology	dermatology	NOUN
dpc-1953	15	14	medical	medical	PROPN
dpc-1953	15	15	university	university	PROPN
dpc-1953	15	16	of	of	ADP
dpc-1953	15	17	vienna	vienna	PROPN
dpc-1953	15	18	,	,	PUNCT
dpc-1953	15	19	währinger	währinger	NOUN
dpc-1953	15	20	gürtel	gürtel	NOUN
dpc-1953	15	21	18	18	NUM
dpc-1953	15	22	-	-	SYM
dpc-1953	15	23	20	20	NUM
dpc-1953	15	24	,	,	PUNCT
dpc-1953	15	25	1090	1090	NUM
dpc-1953	15	26	vienna	vienna	NOUN
dpc-1953	15	27	,	,	PUNCT
dpc-1953	15	28	austria	austria	PROPN
dpc-1953	15	29	e	e	NOUN
dpc-1953	15	30	-	-	NOUN
dpc-1953	15	31	mail	mail	NOUN
dpc-1953	15	32	:	:	PUNCT
dpc-1953	15	33	philipp.tschandl@meduniwien.ac.at	philipp.tschandl@meduniwien.ac.at	PUNCT
dpc-1953	15	34	dermatology	dermatology	NOUN
dpc-1953	15	35	practical	practical	ADJ
dpc-1953	15	36	&	&	CCONJ
dpc-1953	15	37	conceptual	conceptual	ADJ
dpc-1953	15	38	introduction	introduction	NOUN
dpc-1953	15	39	:	:	PUNCT
dpc-1953	15	40	diagnostic	diagnostic	ADJ
dpc-1953	15	41	algorithms	algorithm	NOUN
dpc-1953	15	42	may	may	AUX
dpc-1953	15	43	reduce	reduce	VERB
dpc-1953	15	44	noise	noise	NOUN
dpc-1953	15	45	and	and	CCONJ
dpc-1953	15	46	bias	bias	NOUN
dpc-1953	15	47	and	and	CCONJ
dpc-1953	15	48	improve	improve	VERB
dpc-1953	15	49	interrater	interrater	ADJ
dpc-1953	15	50	agreement	agreement	NOUN
dpc-1953	15	51	of	of	ADP
dpc-1953	15	52	clinical	clinical	ADJ
dpc-1953	15	53	decisions	decision	NOUN
dpc-1953	15	54	.	.	PUNCT
dpc-1953	16	1	in	in	ADP
dpc-1953	16	2	a	a	DET
dpc-1953	16	3	practical	practical	ADJ
dpc-1953	16	4	sense	sense	NOUN
dpc-1953	16	5	,	,	PUNCT
dpc-1953	16	6	algorithms	algorithm	NOUN
dpc-1953	16	7	may	may	AUX
dpc-1953	16	8	serve	serve	VERB
dpc-1953	16	9	as	as	ADP
dpc-1953	16	10	alternatives	alternative	NOUN
dpc-1953	16	11	to	to	ADP
dpc-1953	16	12	specialist	specialist	NOUN
dpc-1953	16	13	consultations	consultation	NOUN
dpc-1953	16	14	or	or	CCONJ
dpc-1953	16	15	decision	decision	NOUN
dpc-1953	16	16	support	support	NOUN
dpc-1953	16	17	in	in	ADP
dpc-1953	16	18	store	store	NOUN
dpc-1953	16	19	-	-	PUNCT
dpc-1953	16	20	and	and	CCONJ
dpc-1953	16	21	-	-	PUNCT
dpc-1953	16	22	forward	forward	NOUN
dpc-1953	16	23	tele	tele	NOUN
dpc-1953	16	24	-	-	PUNCT
dpc-1953	16	25	dermatology	dermatology	NOUN
dpc-1953	16	26	.	.	PUNCT
dpc-1953	17	1	it	it	PRON
dpc-1953	17	2	is	be	AUX
dpc-1953	17	3	,	,	PUNCT
dpc-1953	17	4	however	however	ADV
dpc-1953	17	5	,	,	PUNCT
dpc-1953	17	6	unknown	unknown	ADJ
dpc-1953	17	7	how	how	SCONJ
dpc-1953	17	8	dermatologists	dermatologist	NOUN
dpc-1953	17	9	interact	interact	VERB
dpc-1953	17	10	with	with	ADP
dpc-1953	17	11	algorithms	algorithm	NOUN
dpc-1953	17	12	based	base	VERB
dpc-1953	17	13	on	on	ADP
dpc-1953	17	14	questionnaires	questionnaire	NOUN
dpc-1953	17	15	.	.	PUNCT
dpc-1953	18	1	objectives	objective	NOUN
dpc-1953	18	2	:	:	PUNCT
dpc-1953	18	3	to	to	PART
dpc-1953	18	4	evaluate	evaluate	VERB
dpc-1953	18	5	the	the	DET
dpc-1953	18	6	performance	performance	NOUN
dpc-1953	18	7	of	of	ADP
dpc-1953	18	8	a	a	DET
dpc-1953	18	9	questionnaire	questionnaire	NOUN
dpc-1953	18	10	-	-	PUNCT
dpc-1953	18	11	based	base	VERB
dpc-1953	18	12	diagnostic	diagnostic	ADJ
dpc-1953	18	13	algorithm	algorithm	NOUN
dpc-1953	18	14	when	when	SCONJ
dpc-1953	18	15	applied	apply	VERB
dpc-1953	18	16	by	by	ADP
dpc-1953	18	17	users	user	NOUN
dpc-1953	18	18	with	with	ADP
dpc-1953	18	19	different	different	ADJ
dpc-1953	18	20	expertise	expertise	NOUN
dpc-1953	18	21	.	.	PUNCT
dpc-1953	19	1	methods	method	NOUN
dpc-1953	19	2	:	:	PUNCT
dpc-1953	19	3	we	we	PRON
dpc-1953	19	4	created	create	VERB
dpc-1953	19	5	58	58	NUM
dpc-1953	19	6	virtual	virtual	ADJ
dpc-1953	19	7	test	test	NOUN
dpc-1953	19	8	cases	case	NOUN
dpc-1953	19	9	covering	cover	VERB
dpc-1953	19	10	common	common	ADJ
dpc-1953	19	11	dermatologic	dermatologic	ADJ
dpc-1953	19	12	diseases	disease	NOUN
dpc-1953	19	13	and	and	CCONJ
dpc-1953	19	14	asked	ask	VERB
dpc-1953	19	15	five	five	NUM
dpc-1953	19	16	raters	rater	NOUN
dpc-1953	19	17	with	with	ADP
dpc-1953	19	18	different	different	ADJ
dpc-1953	19	19	expertise	expertise	NOUN
dpc-1953	19	20	to	to	PART
dpc-1953	19	21	complete	complete	VERB
dpc-1953	19	22	a	a	DET
dpc-1953	19	23	predefined	predefine	VERB
dpc-1953	19	24	clinical	clinical	ADJ
dpc-1953	19	25	questionnaire	questionnaire	NOUN
dpc-1953	19	26	,	,	PUNCT
dpc-1953	19	27	which	which	PRON
dpc-1953	19	28	served	serve	VERB
dpc-1953	19	29	as	as	ADP
dpc-1953	19	30	input	input	NOUN
dpc-1953	19	31	for	for	ADP
dpc-1953	19	32	a	a	DET
dpc-1953	19	33	disease	disease	NOUN
dpc-1953	19	34	ranking	rank	VERB
dpc-1953	19	35	algorithm	algorithm	NOUN
dpc-1953	19	36	.	.	PUNCT
dpc-1953	20	1	we	we	PRON
dpc-1953	20	2	compared	compare	VERB
dpc-1953	20	3	the	the	DET
dpc-1953	20	4	ranks	rank	NOUN
dpc-1953	20	5	of	of	ADP
dpc-1953	20	6	the	the	DET
dpc-1953	20	7	correct	correct	ADJ
dpc-1953	20	8	diagnosis	diagnosis	NOUN
dpc-1953	20	9	between	between	ADP
dpc-1953	20	10	users	user	NOUN
dpc-1953	20	11	,	,	PUNCT
dpc-1953	20	12	analyzed	analyze	VERB
dpc-1953	20	13	the	the	DET
dpc-1953	20	14	similarity	similarity	NOUN
dpc-1953	20	15	between	between	ADP
dpc-1953	20	16	inputs	input	NOUN
dpc-1953	20	17	of	of	ADP
dpc-1953	20	18	different	different	ADJ
dpc-1953	20	19	users	user	NOUN
dpc-1953	20	20	,	,	PUNCT
dpc-1953	20	21	and	and	CCONJ
dpc-1953	20	22	explored	explore	VERB
dpc-1953	20	23	the	the	DET
dpc-1953	20	24	impact	impact	NOUN
dpc-1953	20	25	of	of	ADP
dpc-1953	20	26	different	different	ADJ
dpc-1953	20	27	parts	part	NOUN
dpc-1953	20	28	of	of	ADP
dpc-1953	20	29	the	the	DET
dpc-1953	20	30	questionnaire	questionnaire	NOUN
dpc-1953	20	31	on	on	ADP
dpc-1953	20	32	the	the	DET
dpc-1953	20	33	final	final	ADJ
dpc-1953	20	34	ranking	ranking	NOUN
dpc-1953	20	35	.	.	PUNCT
dpc-1953	21	1	results	result	NOUN
dpc-1953	21	2	:	:	PUNCT
dpc-1953	21	3	when	when	SCONJ
dpc-1953	21	4	applied	apply	VERB
dpc-1953	21	5	by	by	ADP
dpc-1953	21	6	a	a	DET
dpc-1953	21	7	board	board	NOUN
dpc-1953	21	8	-	-	PUNCT
dpc-1953	21	9	certified	certify	VERB
dpc-1953	21	10	dermatologist	dermatologist	NOUN
dpc-1953	21	11	,	,	PUNCT
dpc-1953	21	12	the	the	DET
dpc-1953	21	13	algorithm	algorithm	NOUN
dpc-1953	21	14	top	top	ADV
dpc-1953	21	15	-	-	PUNCT
dpc-1953	21	16	ranked	rank	VERB
dpc-1953	21	17	the	the	DET
dpc-1953	21	18	correct	correct	ADJ
dpc-1953	21	19	diagnosis	diagnosis	NOUN
dpc-1953	21	20	in	in	ADP
dpc-1953	21	21	the	the	DET
dpc-1953	21	22	majority	majority	NOUN
dpc-1953	21	23	of	of	ADP
dpc-1953	21	24	cases	case	NOUN
dpc-1953	21	25	(	(	PUNCT
dpc-1953	21	26	median	median	ADJ
dpc-1953	21	27	rank	rank	NOUN
dpc-1953	21	28	1	1	NUM
dpc-1953	21	29	;	;	PUNCT
dpc-1953	21	30	interquartile	interquartile	ADJ
dpc-1953	21	31	range	range	NOUN
dpc-1953	21	32	:	:	PUNCT
dpc-1953	21	33	1.0	1.0	NUM
dpc-1953	21	34	;	;	PUNCT
dpc-1953	22	1	mean	mean	VERB
dpc-1953	22	2	reciprocal	reciprocal	ADJ
dpc-1953	22	3	rank	rank	NOUN
dpc-1953	22	4	0.757	0.757	NUM
dpc-1953	22	5	)	)	PUNCT
dpc-1953	22	6	.	.	PUNCT
dpc-1953	23	1	the	the	DET
dpc-1953	23	2	median	median	ADJ
dpc-1953	23	3	rank	rank	NOUN
dpc-1953	23	4	of	of	ADP
dpc-1953	23	5	the	the	DET
dpc-1953	23	6	correct	correct	ADJ
dpc-1953	23	7	diagnosis	diagnosis	NOUN
dpc-1953	23	8	was	be	AUX
dpc-1953	23	9	significantly	significantly	ADV
dpc-1953	23	10	lower	low	ADJ
dpc-1953	23	11	when	when	SCONJ
dpc-1953	23	12	the	the	DET
dpc-1953	23	13	algorithm	algorithm	NOUN
dpc-1953	23	14	was	be	AUX
dpc-1953	23	15	applied	apply	VERB
dpc-1953	23	16	by	by	ADP
dpc-1953	23	17	four	four	NUM
dpc-1953	23	18	dermatology	dermatology	NOUN
dpc-1953	23	19	residents	resident	NOUN
dpc-1953	23	20	(	(	PUNCT
dpc-1953	23	21	median	median	ADJ
dpc-1953	23	22	rank	rank	NOUN
dpc-1953	23	23	2	2	NUM
dpc-1953	23	24	-	-	SYM
dpc-1953	23	25	5	5	NUM
dpc-1953	23	26	,	,	PUNCT
dpc-1953	23	27	p	p	X
dpc-1953	23	28	<	<	X
dpc-1953	23	29	0.01	0.01	NUM
dpc-1953	23	30	)	)	PUNCT
dpc-1953	23	31	.	.	PUNCT
dpc-1953	24	1	the	the	DET
dpc-1953	24	2	lowest	low	ADJ
dpc-1953	24	3	similarity	similarity	NOUN
dpc-1953	24	4	between	between	ADP
dpc-1953	24	5	inputs	input	NOUN
dpc-1953	24	6	of	of	ADP
dpc-1953	24	7	the	the	DET
dpc-1953	24	8	residents	resident	NOUN
dpc-1953	24	9	and	and	CCONJ
dpc-1953	24	10	the	the	DET
dpc-1953	24	11	board	board	NOUN
dpc-1953	24	12	-	-	PUNCT
dpc-1953	24	13	certified	certify	VERB
dpc-1953	24	14	dermatologist	dermatologist	NOUN
dpc-1953	24	15	was	be	AUX
dpc-1953	24	16	found	find	VERB
dpc-1953	24	17	for	for	ADP
dpc-1953	24	18	questions	question	NOUN
dpc-1953	24	19	regarding	regard	VERB
dpc-1953	24	20	morphology	morphology	NOUN
dpc-1953	24	21	.	.	PUNCT
dpc-1953	25	1	sensitivity	sensitivity	NOUN
dpc-1953	25	2	analysis	analysis	NOUN
dpc-1953	25	3	showed	show	VERB
dpc-1953	25	4	the	the	DET
dpc-1953	25	5	highest	high	ADJ
dpc-1953	25	6	deterioration	deterioration	NOUN
dpc-1953	25	7	in	in	ADP
dpc-1953	25	8	performance	performance	NOUN
dpc-1953	25	9	after	after	ADP
dpc-1953	25	10	omission	omission	NOUN
dpc-1953	25	11	of	of	ADP
dpc-1953	25	12	information	information	NOUN
dpc-1953	25	13	on	on	ADP
dpc-1953	25	14	morphology	morphology	NOUN
dpc-1953	25	15	and	and	CCONJ
dpc-1953	25	16	anatomic	anatomic	ADJ
dpc-1953	25	17	site	site	NOUN
dpc-1953	25	18	.	.	PUNCT
dpc-1953	26	1	abstract	abstract	ADJ
dpc-1953	26	2	2	2	NUM
dpc-1953	26	3	original	original	ADJ
dpc-1953	26	4	article	article	NOUN
dpc-1953	26	5	|	|	ADV
dpc-1953	26	6	dermatol	dermatol	ADJ
dpc-1953	26	7	pract	pract	NOUN
dpc-1953	26	8	concept	concept	NOUN
dpc-1953	26	9	.	.	PUNCT
dpc-1953	27	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	27	2	introduction	introduction	NOUN
dpc-1953	27	3	skin	skin	NOUN
dpc-1953	27	4	diseases	disease	NOUN
dpc-1953	27	5	have	have	VERB
dpc-1953	27	6	a	a	DET
dpc-1953	27	7	profound	profound	ADJ
dpc-1953	27	8	impact	impact	NOUN
dpc-1953	27	9	on	on	ADP
dpc-1953	27	10	public	public	ADJ
dpc-1953	27	11	health	health	NOUN
dpc-1953	27	12	as	as	SCONJ
dpc-1953	27	13	they	they	PRON
dpc-1953	27	14	are	be	AUX
dpc-1953	27	15	estimated	estimate	VERB
dpc-1953	27	16	to	to	PART
dpc-1953	27	17	account	account	VERB
dpc-1953	27	18	for	for	ADP
dpc-1953	27	19	a	a	DET
dpc-1953	27	20	large	large	ADJ
dpc-1953	27	21	fraction	fraction	NOUN
dpc-1953	27	22	of	of	ADP
dpc-1953	27	23	all	all	DET
dpc-1953	27	24	primary	primary	ADJ
dpc-1953	27	25	care	care	NOUN
dpc-1953	27	26	visits	visit	NOUN
dpc-1953	28	1	[	[	X
dpc-1953	28	2	1,2	1,2	NUM
dpc-1953	28	3	]	]	PUNCT
dpc-1953	28	4	.	.	PUNCT
dpc-1953	29	1	skin	skin	NOUN
dpc-1953	29	2	diseases	disease	NOUN
dpc-1953	29	3	are	be	AUX
dpc-1953	29	4	the	the	DET
dpc-1953	29	5	fourth	fourth	ADJ
dpc-1953	29	6	most	most	ADV
dpc-1953	29	7	common	common	ADJ
dpc-1953	29	8	form	form	NOUN
dpc-1953	29	9	of	of	ADP
dpc-1953	29	10	illness	illness	NOUN
dpc-1953	29	11	and	and	CCONJ
dpc-1953	29	12	affect	affect	VERB
dpc-1953	29	13	almost	almost	ADV
dpc-1953	29	14	one	one	NUM
dpc-1953	29	15	-	-	PUNCT
dpc-1953	29	16	third	third	NOUN
dpc-1953	29	17	of	of	ADP
dpc-1953	29	18	the	the	DET
dpc-1953	29	19	world	world	NOUN
dpc-1953	29	20	population	population	NOUN
dpc-1953	29	21	at	at	ADP
dpc-1953	29	22	any	any	DET
dpc-1953	29	23	time	time	NOUN
dpc-1953	29	24	[	[	X
dpc-1953	29	25	3,4	3,4	NUM
dpc-1953	29	26	]	]	PUNCT
dpc-1953	29	27	.	.	PUNCT
dpc-1953	30	1	furthermore	furthermore	ADV
dpc-1953	30	2	,	,	PUNCT
dpc-1953	30	3	because	because	SCONJ
dpc-1953	30	4	of	of	ADP
dpc-1953	30	5	the	the	DET
dpc-1953	30	6	rising	rise	VERB
dpc-1953	30	7	incidence	incidence	NOUN
dpc-1953	30	8	of	of	ADP
dpc-1953	30	9	skin	skin	NOUN
dpc-1953	30	10	cancer	cancer	NOUN
dpc-1953	30	11	in	in	ADP
dpc-1953	30	12	most	most	ADJ
dpc-1953	30	13	countries	country	NOUN
dpc-1953	30	14	,	,	PUNCT
dpc-1953	30	15	accurate	accurate	ADJ
dpc-1953	30	16	diagnosis	diagnosis	NOUN
dpc-1953	30	17	and	and	CCONJ
dpc-1953	30	18	treatment	treatment	NOUN
dpc-1953	30	19	of	of	ADP
dpc-1953	30	20	cutaneous	cutaneous	ADJ
dpc-1953	30	21	neoplasms	neoplasm	NOUN
dpc-1953	30	22	are	be	AUX
dpc-1953	30	23	required	require	VERB
dpc-1953	30	24	to	to	PART
dpc-1953	30	25	maintain	maintain	VERB
dpc-1953	30	26	a	a	DET
dpc-1953	30	27	high	high	ADJ
dpc-1953	30	28	standard	standard	NOUN
dpc-1953	30	29	of	of	ADP
dpc-1953	30	30	care	care	NOUN
dpc-1953	30	31	in	in	ADP
dpc-1953	30	32	the	the	DET
dpc-1953	30	33	future	future	NOUN
dpc-1953	30	34	.	.	PUNCT
dpc-1953	31	1	recent	recent	ADJ
dpc-1953	31	2	developments	development	NOUN
dpc-1953	31	3	in	in	ADP
dpc-1953	31	4	the	the	DET
dpc-1953	31	5	field	field	NOUN
dpc-1953	31	6	of	of	ADP
dpc-1953	31	7	artificial	artificial	ADJ
dpc-1953	31	8	intelligence	intelligence	NOUN
dpc-1953	31	9	(	(	PUNCT
dpc-1953	31	10	ai	ai	AUX
dpc-1953	31	11	)	)	PUNCT
dpc-1953	31	12	propelled	propel	VERB
dpc-1953	31	13	machine	machine	NOUN
dpc-1953	31	14	learning	learn	VERB
dpc-1953	31	15	algorithms	algorithm	NOUN
dpc-1953	31	16	in	in	ADP
dpc-1953	31	17	the	the	DET
dpc-1953	31	18	center	center	NOUN
dpc-1953	31	19	of	of	ADP
dpc-1953	31	20	image	image	NOUN
dpc-1953	31	21	-	-	PUNCT
dpc-1953	31	22	based	base	VERB
dpc-1953	31	23	diagnostic	diagnostic	ADJ
dpc-1953	31	24	dermatology	dermatology	NOUN
dpc-1953	31	25	[	[	X
dpc-1953	31	26	5,6	5,6	NUM
dpc-1953	31	27	]	]	PUNCT
dpc-1953	31	28	,	,	PUNCT
dpc-1953	31	29	but	but	CCONJ
dpc-1953	31	30	this	this	DET
dpc-1953	31	31	development	development	NOUN
dpc-1953	31	32	was	be	AUX
dpc-1953	31	33	also	also	ADV
dpc-1953	31	34	the	the	DET
dpc-1953	31	35	target	target	NOUN
dpc-1953	31	36	of	of	ADP
dpc-1953	31	37	substantial	substantial	ADJ
dpc-1953	31	38	critique	critique	NOUN
dpc-1953	32	1	[	[	X
dpc-1953	32	2	7	7	NUM
dpc-1953	32	3	-	-	SYM
dpc-1953	32	4	9	9	NUM
dpc-1953	32	5	]	]	PUNCT
dpc-1953	32	6	.	.	PUNCT
dpc-1953	33	1	the	the	DET
dpc-1953	33	2	main	main	ADJ
dpc-1953	33	3	points	point	NOUN
dpc-1953	33	4	of	of	ADP
dpc-1953	33	5	critique	critique	NOUN
dpc-1953	33	6	include	include	VERB
dpc-1953	33	7	lack	lack	NOUN
dpc-1953	33	8	of	of	ADP
dpc-1953	33	9	robustness	robustness	NOUN
dpc-1953	33	10	and	and	CCONJ
dpc-1953	33	11	interpretability	interpretability	NOUN
dpc-1953	33	12	of	of	ADP
dpc-1953	33	13	current	current	ADJ
dpc-1953	33	14	machine	machine	NOUN
dpc-1953	33	15	learning	learn	VERB
dpc-1953	33	16	algorithms	algorithm	NOUN
dpc-1953	33	17	as	as	ADV
dpc-1953	33	18	well	well	ADV
dpc-1953	33	19	as	as	ADP
dpc-1953	33	20	failure	failure	NOUN
dpc-1953	33	21	to	to	PART
dpc-1953	33	22	include	include	VERB
dpc-1953	33	23	relevant	relevant	ADJ
dpc-1953	33	24	diagnostic	diagnostic	ADJ
dpc-1953	33	25	information	information	NOUN
dpc-1953	33	26	beyond	beyond	ADP
dpc-1953	33	27	what	what	PRON
dpc-1953	33	28	is	be	AUX
dpc-1953	33	29	captured	capture	VERB
dpc-1953	33	30	in	in	ADP
dpc-1953	33	31	images	image	NOUN
dpc-1953	33	32	.	.	PUNCT
dpc-1953	34	1	a	a	DET
dpc-1953	34	2	more	more	ADV
dpc-1953	34	3	complete	complete	ADJ
dpc-1953	34	4	view	view	NOUN
dpc-1953	34	5	of	of	ADP
dpc-1953	34	6	the	the	DET
dpc-1953	34	7	patient	patient	NOUN
dpc-1953	34	8	including	include	VERB
dpc-1953	34	9	contextual	contextual	ADJ
dpc-1953	34	10	information	information	NOUN
dpc-1953	34	11	may	may	AUX
dpc-1953	34	12	lead	lead	VERB
dpc-1953	34	13	to	to	ADP
dpc-1953	34	14	better	well	ADJ
dpc-1953	34	15	and	and	CCONJ
dpc-1953	34	16	more	more	ADV
dpc-1953	34	17	robust	robust	ADJ
dpc-1953	34	18	diagnoses	diagnosis	NOUN
dpc-1953	34	19	for	for	ADP
dpc-1953	34	20	neoplastic	neoplastic	ADJ
dpc-1953	34	21	and	and	CCONJ
dpc-1953	34	22	inflammatory	inflammatory	ADJ
dpc-1953	34	23	diseases	disease	NOUN
dpc-1953	34	24	[	[	X
dpc-1953	34	25	10,11	10,11	NOUN
dpc-1953	34	26	]	]	PUNCT
dpc-1953	34	27	.	.	PUNCT
dpc-1953	35	1	attempts	attempt	NOUN
dpc-1953	35	2	to	to	PART
dpc-1953	35	3	incorporate	incorporate	VERB
dpc-1953	35	4	multimodal	multimodal	ADJ
dpc-1953	35	5	information	information	NOUN
dpc-1953	35	6	in	in	ADP
dpc-1953	35	7	machine	machine	NOUN
dpc-1953	35	8	learning	learning	NOUN
dpc-1953	35	9	models	model	NOUN
dpc-1953	35	10	for	for	ADP
dpc-1953	35	11	automated	automate	VERB
dpc-1953	35	12	diagnosis	diagnosis	NOUN
dpc-1953	35	13	are	be	AUX
dpc-1953	35	14	emerging	emerge	VERB
dpc-1953	35	15	slowly	slowly	ADV
dpc-1953	35	16	[	[	X
dpc-1953	35	17	12	12	NUM
dpc-1953	35	18	-	-	SYM
dpc-1953	35	19	17	17	NUM
dpc-1953	35	20	]	]	PUNCT
dpc-1953	35	21	.	.	PUNCT
dpc-1953	36	1	only	only	ADV
dpc-1953	36	2	a	a	DET
dpc-1953	36	3	few	few	ADJ
dpc-1953	36	4	digital	digital	ADJ
dpc-1953	36	5	tools	tool	NOUN
dpc-1953	36	6	employ	employ	VERB
dpc-1953	36	7	a	a	DET
dpc-1953	36	8	bottom	bottom	ADJ
dpc-1953	36	9	-	-	PUNCT
dpc-1953	36	10	up	up	ADP
dpc-1953	36	11	approach	approach	NOUN
dpc-1953	36	12	starting	start	VERB
dpc-1953	36	13	with	with	ADP
dpc-1953	36	14	the	the	DET
dpc-1953	36	15	description	description	NOUN
dpc-1953	36	16	of	of	ADP
dpc-1953	36	17	the	the	DET
dpc-1953	36	18	appearance	appearance	NOUN
dpc-1953	36	19	and	and	CCONJ
dpc-1953	36	20	distribution	distribution	NOUN
dpc-1953	36	21	of	of	ADP
dpc-1953	36	22	primary	primary	ADJ
dpc-1953	36	23	lesions	lesion	NOUN
dpc-1953	36	24	and	and	CCONJ
dpc-1953	36	25	additional	additional	ADJ
dpc-1953	36	26	symptoms	symptom	NOUN
dpc-1953	36	27	[	[	X
dpc-1953	36	28	18,19	18,19	NUM
dpc-1953	36	29	]	]	PUNCT
dpc-1953	36	30	.	.	PUNCT
dpc-1953	37	1	objectives	objective	NOUN
dpc-1953	37	2	we	we	PRON
dpc-1953	37	3	recently	recently	ADV
dpc-1953	37	4	described	describe	VERB
dpc-1953	37	5	an	an	DET
dpc-1953	37	6	interactive	interactive	ADJ
dpc-1953	37	7	diagnosis	diagnosis	NOUN
dpc-1953	37	8	ranking	rank	VERB
dpc-1953	37	9	algorithm	algorithm	NOUN
dpc-1953	37	10	based	base	VERB
dpc-1953	37	11	on	on	ADP
dpc-1953	37	12	high	high	ADJ
dpc-1953	37	13	-	-	PUNCT
dpc-1953	37	14	level	level	NOUN
dpc-1953	37	15	,	,	PUNCT
dpc-1953	37	16	symbolic	symbolic	ADJ
dpc-1953	37	17	representations	representation	NOUN
dpc-1953	37	18	of	of	ADP
dpc-1953	37	19	structured	structured	ADJ
dpc-1953	37	20	descriptions	description	NOUN
dpc-1953	37	21	of	of	ADP
dpc-1953	37	22	dermatologic	dermatologic	ADJ
dpc-1953	37	23	conditions	condition	NOUN
dpc-1953	37	24	by	by	ADP
dpc-1953	37	25	human	human	ADJ
dpc-1953	37	26	readers	reader	NOUN
dpc-1953	37	27	[	[	X
dpc-1953	37	28	20	20	NUM
dpc-1953	37	29	]	]	PUNCT
dpc-1953	37	30	.	.	PUNCT
dpc-1953	38	1	herein	herein	NOUN
dpc-1953	38	2	,	,	PUNCT
dpc-1953	38	3	we	we	PRON
dpc-1953	38	4	want	want	VERB
dpc-1953	38	5	to	to	PART
dpc-1953	38	6	assess	assess	VERB
dpc-1953	38	7	this	this	DET
dpc-1953	38	8	algorithm	algorithm	NOUN
dpc-1953	38	9	in	in	ADP
dpc-1953	38	10	a	a	DET
dpc-1953	38	11	vignette	vignette	NOUN
dpc-1953	38	12	-	-	PUNCT
dpc-1953	38	13	based	base	VERB
dpc-1953	38	14	study	study	NOUN
dpc-1953	38	15	simulating	simulate	VERB
dpc-1953	38	16	a	a	DET
dpc-1953	38	17	potential	potential	ADJ
dpc-1953	38	18	application	application	NOUN
dpc-1953	38	19	in	in	ADP
dpc-1953	38	20	tele	tele	NOUN
dpc-1953	38	21	-	-	PUNCT
dpc-1953	38	22	dermatology	dermatology	NOUN
dpc-1953	38	23	decision	decision	NOUN
dpc-1953	38	24	support	support	NOUN
dpc-1953	38	25	.	.	PUNCT
dpc-1953	39	1	the	the	DET
dpc-1953	39	2	major	major	ADJ
dpc-1953	39	3	goals	goal	NOUN
dpc-1953	39	4	of	of	ADP
dpc-1953	39	5	this	this	DET
dpc-1953	39	6	pilot	pilot	NOUN
dpc-1953	39	7	study	study	NOUN
dpc-1953	39	8	were	be	AUX
dpc-1953	39	9	to	to	PART
dpc-1953	39	10	assess	assess	VERB
dpc-1953	39	11	the	the	DET
dpc-1953	39	12	baseline	baseline	ADJ
dpc-1953	39	13	performance	performance	NOUN
dpc-1953	39	14	of	of	ADP
dpc-1953	39	15	such	such	DET
dpc-1953	39	16	an	an	DET
dpc-1953	39	17	algorithm	algorithm	NOUN
dpc-1953	39	18	and	and	CCONJ
dpc-1953	39	19	to	to	PART
dpc-1953	39	20	explore	explore	VERB
dpc-1953	39	21	typical	typical	ADJ
dpc-1953	39	22	problems	problem	NOUN
dpc-1953	39	23	of	of	ADP
dpc-1953	39	24	human	human	ADJ
dpc-1953	39	25	-	-	PUNCT
dpc-1953	39	26	computer	computer	NOUN
dpc-1953	39	27	interaction	interaction	NOUN
dpc-1953	39	28	.	.	PUNCT
dpc-1953	40	1	methods	method	NOUN
dpc-1953	40	2	a	a	DET
dpc-1953	40	3	reasoning	reasoning	NOUN
dpc-1953	40	4	based	base	VERB
dpc-1953	40	5	clinical	clinical	ADJ
dpc-1953	40	6	diagnosis	diagnosis	NOUN
dpc-1953	40	7	-	-	PUNCT
dpc-1953	40	8	ranking	rank	VERB
dpc-1953	40	9	algorithm	algorithm	NOUN
dpc-1953	40	10	(	(	PUNCT
dpc-1953	40	11	cdra	cdra	PROPN
dpc-1953	40	12	)	)	PUNCT
dpc-1953	40	13	was	be	AUX
dpc-1953	40	14	used	use	VERB
dpc-1953	40	15	as	as	ADP
dpc-1953	40	16	an	an	DET
dpc-1953	40	17	example	example	NOUN
dpc-1953	40	18	for	for	ADP
dpc-1953	40	19	an	an	DET
dpc-1953	40	20	interactive	interactive	ADJ
dpc-1953	40	21	diagnostic	diagnostic	ADJ
dpc-1953	40	22	system	system	NOUN
dpc-1953	40	23	based	base	VERB
dpc-1953	40	24	on	on	ADP
dpc-1953	40	25	high	high	ADJ
dpc-1953	40	26	-	-	PUNCT
dpc-1953	40	27	level	level	NOUN
dpc-1953	40	28	,	,	PUNCT
dpc-1953	40	29	human	human	ADJ
dpc-1953	40	30	readable	readable	ADJ
dpc-1953	40	31	,	,	PUNCT
dpc-1953	40	32	symbolic	symbolic	ADJ
dpc-1953	40	33	logic	logic	NOUN
dpc-1953	40	34	[	[	X
dpc-1953	40	35	20	20	NUM
dpc-1953	40	36	]	]	PUNCT
dpc-1953	40	37	.	.	PUNCT
dpc-1953	41	1	five	five	NUM
dpc-1953	41	2	physicians	physician	NOUN
dpc-1953	41	3	with	with	ADP
dpc-1953	41	4	varying	vary	VERB
dpc-1953	41	5	experience	experience	NOUN
dpc-1953	41	6	in	in	ADP
dpc-1953	41	7	clinical	clinical	ADJ
dpc-1953	41	8	dermatology	dermatology	NOUN
dpc-1953	41	9	independently	independently	ADV
dpc-1953	41	10	rated	rate	VERB
dpc-1953	41	11	58	58	NUM
dpc-1953	41	12	consecutive	consecutive	ADJ
dpc-1953	41	13	patient	patient	NOUN
dpc-1953	41	14	vignettes	vignette	NOUN
dpc-1953	41	15	(	(	PUNCT
dpc-1953	41	16	virtual	virtual	ADJ
dpc-1953	41	17	test	test	NOUN
dpc-1953	41	18	cases	case	NOUN
dpc-1953	41	19	)	)	PUNCT
dpc-1953	41	20	.	.	PUNCT
dpc-1953	42	1	the	the	DET
dpc-1953	42	2	raters	rater	NOUN
dpc-1953	42	3	input	input	NOUN
dpc-1953	42	4	consisted	consist	VERB
dpc-1953	42	5	of	of	ADP
dpc-1953	42	6	structured	structured	ADJ
dpc-1953	42	7	descriptions	description	NOUN
dpc-1953	42	8	of	of	ADP
dpc-1953	42	9	the	the	DET
dpc-1953	42	10	dermatologic	dermatologic	ADJ
dpc-1953	42	11	conditions	condition	NOUN
dpc-1953	42	12	presented	present	VERB
dpc-1953	42	13	in	in	ADP
dpc-1953	42	14	the	the	DET
dpc-1953	42	15	vignettes	vignette	NOUN
dpc-1953	42	16	.	.	PUNCT
dpc-1953	43	1	the	the	DET
dpc-1953	43	2	  	  	SPACE
dpc-1953	43	3	descriptions	description	NOUN
dpc-1953	43	4	were	be	AUX
dpc-1953	43	5	entered	enter	VERB
dpc-1953	43	6	into	into	ADP
dpc-1953	43	7	the	the	DET
dpc-1953	43	8	software	software	NOUN
dpc-1953	43	9	via	via	ADP
dpc-1953	43	10	a	a	DET
dpc-1953	43	11	simple	simple	ADJ
dpc-1953	43	12	multiple	multiple	ADJ
dpc-1953	43	13	-	-	PUNCT
dpc-1953	43	14	choice	choice	NOUN
dpc-1953	43	15	questionnaire	questionnaire	NOUN
dpc-1953	43	16	,	,	PUNCT
dpc-1953	43	17	resulting	result	VERB
dpc-1953	43	18	in	in	ADP
dpc-1953	43	19	ranked	rank	VERB
dpc-1953	43	20	lists	list	NOUN
dpc-1953	43	21	of	of	ADP
dpc-1953	43	22	differential	differential	ADJ
dpc-1953	43	23	diagnoses	diagnosis	NOUN
dpc-1953	43	24	.	.	PUNCT
dpc-1953	44	1	clinical	clinical	ADJ
dpc-1953	44	2	diagnostic	diagnostic	ADJ
dpc-1953	44	3	ranking	rank	VERB
dpc-1953	44	4	algorithm	algorithm	NOUN
dpc-1953	44	5	the	the	DET
dpc-1953	44	6	cdra	cdra	PROPN
dpc-1953	44	7	uses	use	VERB
dpc-1953	44	8	a	a	DET
dpc-1953	44	9	custom	custom	NOUN
dpc-1953	44	10	dermatological	dermatological	ADJ
dpc-1953	44	11	knowledge	knowledge	NOUN
dpc-1953	44	12	database	database	NOUN
dpc-1953	44	13	,	,	PUNCT
dpc-1953	44	14	containing	contain	VERB
dpc-1953	44	15	620	620	NUM
dpc-1953	44	16	different	different	ADJ
dpc-1953	44	17	dermatologic	dermatologic	ADJ
dpc-1953	44	18	diagnoses	diagnosis	NOUN
dpc-1953	44	19	at	at	ADP
dpc-1953	44	20	the	the	DET
dpc-1953	44	21	time	time	NOUN
dpc-1953	44	22	of	of	ADP
dpc-1953	44	23	conducting	conduct	VERB
dpc-1953	44	24	the	the	DET
dpc-1953	44	25	study	study	NOUN
dpc-1953	44	26	,	,	PUNCT
dpc-1953	44	27	as	as	SCONJ
dpc-1953	44	28	described	describe	VERB
dpc-1953	44	29	recently	recently	ADV
dpc-1953	44	30	[	[	X
dpc-1953	44	31	20	20	NUM
dpc-1953	44	32	]	]	PUNCT
dpc-1953	44	33	.	.	PUNCT
dpc-1953	45	1	briefly	briefly	NOUN
dpc-1953	45	2	,	,	PUNCT
dpc-1953	45	3	it	it	PRON
dpc-1953	45	4	provides	provide	VERB
dpc-1953	45	5	probability	probability	NOUN
dpc-1953	45	6	-	-	PUNCT
dpc-1953	45	7	ranked	rank	VERB
dpc-1953	45	8	differential	differential	NOUN
dpc-1953	45	9	diagnoses	diagnosis	NOUN
dpc-1953	45	10	through	through	ADP
dpc-1953	45	11	a	a	DET
dpc-1953	45	12	reasoning	reasoning	NOUN
dpc-1953	45	13	component	component	NOUN
dpc-1953	45	14	,	,	PUNCT
dpc-1953	45	15	based	base	VERB
dpc-1953	45	16	on	on	ADP
dpc-1953	45	17	computational	computational	ADJ
dpc-1953	45	18	logic	logic	NOUN
dpc-1953	45	19	.	.	PUNCT
dpc-1953	46	1	the	the	DET
dpc-1953	46	2	user	user	NOUN
dpc-1953	46	3	interface	interface	NOUN
dpc-1953	46	4	in	in	ADP
dpc-1953	46	5	this	this	DET
dpc-1953	46	6	study	study	NOUN
dpc-1953	46	7	was	be	AUX
dpc-1953	46	8	a	a	DET
dpc-1953	46	9	simple	simple	ADJ
dpc-1953	46	10	questionnaire	questionnaire	NOUN
dpc-1953	46	11	that	that	PRON
dpc-1953	46	12	allowed	allow	VERB
dpc-1953	46	13	users	user	NOUN
dpc-1953	46	14	to	to	PART
dpc-1953	46	15	enter	enter	VERB
dpc-1953	46	16	the	the	DET
dpc-1953	46	17	following	follow	VERB
dpc-1953	46	18	information	information	NOUN
dpc-1953	46	19	:	:	PUNCT
dpc-1953	46	20	1	1	NUM
dpc-1953	46	21	)	)	PUNCT
dpc-1953	46	22	basic	basic	ADJ
dpc-1953	46	23	epidemiologic	epidemiologic	ADJ
dpc-1953	46	24	information	information	NOUN
dpc-1953	46	25	(	(	PUNCT
dpc-1953	46	26	patient	patient	ADJ
dpc-1953	46	27	sex	sex	NOUN
dpc-1953	46	28	,	,	PUNCT
dpc-1953	46	29	age	age	NOUN
dpc-1953	46	30	,	,	PUNCT
dpc-1953	46	31	skin	skin	NOUN
dpc-1953	46	32	type	type	NOUN
dpc-1953	46	33	,	,	PUNCT
dpc-1953	46	34	number	number	NOUN
dpc-1953	46	35	of	of	ADP
dpc-1953	46	36	lesions	lesion	NOUN
dpc-1953	46	37	)	)	PUNCT
dpc-1953	46	38	;	;	PUNCT
dpc-1953	46	39	2	2	X
dpc-1953	46	40	)	)	PUNCT
dpc-1953	46	41	arrangement	arrangement	NOUN
dpc-1953	46	42	of	of	ADP
dpc-1953	46	43	lesion(s	lesion(s	NOUN
dpc-1953	46	44	)	)	PUNCT
dpc-1953	46	45	(	(	PUNCT
dpc-1953	46	46	information	information	NOUN
dpc-1953	46	47	regarding	regard	VERB
dpc-1953	46	48	multiplicity	multiplicity	NOUN
dpc-1953	46	49	,	,	PUNCT
dpc-1953	46	50	distribution	distribution	NOUN
dpc-1953	46	51	and	and	CCONJ
dpc-1953	46	52	arrangement	arrangement	NOUN
dpc-1953	46	53	of	of	ADP
dpc-1953	46	54	the	the	DET
dpc-1953	46	55	lesions	lesion	NOUN
dpc-1953	46	56	)	)	PUNCT
dpc-1953	46	57	;	;	PUNCT
dpc-1953	46	58	3	3	X
dpc-1953	46	59	)	)	PUNCT
dpc-1953	46	60	localization	localization	NOUN
dpc-1953	46	61	of	of	ADP
dpc-1953	46	62	lesion	lesion	NOUN
dpc-1953	46	63	/	/	SYM
dpc-1953	46	64	s	s	NOUN
dpc-1953	46	65	in	in	ADP
dpc-1953	46	66	anatomic	anatomic	ADJ
dpc-1953	46	67	areas	area	NOUN
dpc-1953	46	68	(	(	PUNCT
dpc-1953	46	69	including	include	VERB
dpc-1953	46	70	special	special	ADJ
dpc-1953	46	71	sites	site	NOUN
dpc-1953	46	72	such	such	ADJ
dpc-1953	46	73	as	as	ADP
dpc-1953	46	74	sun	sun	NOUN
dpc-1953	46	75	-	-	PUNCT
dpc-1953	46	76	exposed	expose	VERB
dpc-1953	46	77	areas	area	NOUN
dpc-1953	46	78	)	)	PUNCT
dpc-1953	46	79	;	;	PUNCT
dpc-1953	46	80	4	4	X
dpc-1953	46	81	)	)	PUNCT
dpc-1953	46	82	morphology	morphology	NOUN
dpc-1953	46	83	of	of	ADP
dpc-1953	46	84	lesion(s	lesion(s	PROPN
dpc-1953	46	85	)	)	PUNCT
dpc-1953	46	86	;	;	PUNCT
dpc-1953	46	87	5	5	X
dpc-1953	46	88	)	)	PUNCT
dpc-1953	46	89	color	color	NOUN
dpc-1953	46	90	of	of	ADP
dpc-1953	46	91	lesions	lesion	NOUN
dpc-1953	46	92	;	;	PUNCT
dpc-1953	46	93	6	6	X
dpc-1953	46	94	)	)	PUNCT
dpc-1953	46	95	timing	timing	NOUN
dpc-1953	46	96	and	and	CCONJ
dpc-1953	46	97	onset	onset	NOUN
dpc-1953	46	98	of	of	ADP
dpc-1953	46	99	the	the	DET
dpc-1953	46	100	disease	disease	NOUN
dpc-1953	46	101	;	;	PUNCT
dpc-1953	46	102	7	7	X
dpc-1953	46	103	)	)	PUNCT
dpc-1953	46	104	additional	additional	ADJ
dpc-1953	46	105	non	non	ADJ
dpc-1953	46	106	-	-	ADJ
dpc-1953	46	107	cutaneous	cutaneous	ADJ
dpc-1953	46	108	signs	sign	NOUN
dpc-1953	46	109	and	and	CCONJ
dpc-1953	46	110	symptoms	symptom	NOUN
dpc-1953	46	111	.	.	PUNCT
dpc-1953	47	1	the	the	DET
dpc-1953	47	2	participants	participant	NOUN
dpc-1953	47	3	did	do	AUX
dpc-1953	47	4	not	not	PART
dpc-1953	47	5	receive	receive	VERB
dpc-1953	47	6	any	any	DET
dpc-1953	47	7	additional	additional	ADJ
dpc-1953	47	8	information	information	NOUN
dpc-1953	47	9	or	or	CCONJ
dpc-1953	47	10	exemplar	exemplar	ADJ
dpc-1953	47	11	cases	case	NOUN
dpc-1953	47	12	of	of	ADP
dpc-1953	47	13	primary	primary	ADJ
dpc-1953	47	14	lesions	lesion	NOUN
dpc-1953	47	15	.	.	PUNCT
dpc-1953	48	1	after	after	ADP
dpc-1953	48	2	completing	complete	VERB
dpc-1953	48	3	the	the	DET
dpc-1953	48	4	input	input	NOUN
dpc-1953	48	5	,	,	PUNCT
dpc-1953	48	6	the	the	DET
dpc-1953	48	7	algorithm	algorithm	NOUN
dpc-1953	48	8	creates	create	VERB
dpc-1953	48	9	a	a	DET
dpc-1953	48	10	ranked	rank	VERB
dpc-1953	48	11	list	list	NOUN
dpc-1953	48	12	of	of	ADP
dpc-1953	48	13	all	all	DET
dpc-1953	48	14	620	620	NUM
dpc-1953	48	15	diagnoses	diagnosis	NOUN
dpc-1953	48	16	in	in	ADP
dpc-1953	48	17	the	the	DET
dpc-1953	48	18	background	background	NOUN
dpc-1953	48	19	.	.	PUNCT
dpc-1953	49	1	the	the	DET
dpc-1953	49	2	software	software	NOUN
dpc-1953	49	3	generates	generate	VERB
dpc-1953	49	4	up	up	ADP
dpc-1953	49	5	to	to	PART
dpc-1953	49	6	8	8	NUM
dpc-1953	49	7	“	"	PUNCT
dpc-1953	49	8	top	top	ADV
dpc-1953	49	9	-	-	PUNCT
dpc-1953	49	10	ranked	rank	VERB
dpc-1953	49	11	”	"	PUNCT
dpc-1953	49	12	diagnoses	diagnosis	NOUN
dpc-1953	49	13	and	and	CCONJ
dpc-1953	49	14	an	an	DET
dpc-1953	49	15	arbitrary	arbitrary	ADJ
dpc-1953	49	16	number	number	NOUN
dpc-1953	49	17	of	of	ADP
dpc-1953	49	18	“	"	PUNCT
dpc-1953	49	19	excluded	exclude	VERB
dpc-1953	49	20	diagnosis	diagnosis	NOUN
dpc-1953	49	21	”	"	PUNCT
dpc-1953	49	22	.	.	PUNCT
dpc-1953	50	1	no	no	DET
dpc-1953	50	2	correction	correction	NOUN
dpc-1953	50	3	of	of	ADP
dpc-1953	50	4	data	datum	NOUN
dpc-1953	50	5	entry	entry	NOUN
dpc-1953	50	6	after	after	SCONJ
dpc-1953	50	7	the	the	DET
dpc-1953	50	8	first	first	ADJ
dpc-1953	50	9	submission	submission	NOUN
dpc-1953	50	10	was	be	AUX
dpc-1953	50	11	permitted	permit	VERB
dpc-1953	50	12	or	or	CCONJ
dpc-1953	50	13	possible	possible	ADJ
dpc-1953	50	14	,	,	PUNCT
dpc-1953	50	15	and	and	CCONJ
dpc-1953	50	16	users	user	NOUN
dpc-1953	50	17	did	do	AUX
dpc-1953	50	18	not	not	PART
dpc-1953	50	19	see	see	VERB
dpc-1953	50	20	ranked	rank	VERB
dpc-1953	50	21	lists	list	NOUN
dpc-1953	50	22	at	at	ADP
dpc-1953	50	23	any	any	DET
dpc-1953	50	24	point	point	NOUN
dpc-1953	50	25	.	.	PUNCT
dpc-1953	51	1	rater	rater	ADJ
dpc-1953	51	2	characteristics	characteristic	NOUN
dpc-1953	51	3	and	and	CCONJ
dpc-1953	51	4	training	train	VERB
dpc-1953	51	5	four	four	NUM
dpc-1953	51	6	dermatologists	dermatologist	NOUN
dpc-1953	51	7	-	-	PUNCT
dpc-1953	51	8	in	in	ADP
dpc-1953	51	9	-	-	PUNCT
dpc-1953	51	10	training	training	NOUN
dpc-1953	51	11	and	and	CCONJ
dpc-1953	51	12	1	1	NUM
dpc-1953	51	13	board	board	NOUN
dpc-1953	51	14	-	-	PUNCT
dpc-1953	51	15	certified	certify	VERB
dpc-1953	51	16	dermatologist	dermatologist	NOUN
dpc-1953	51	17	from	from	ADP
dpc-1953	51	18	a	a	DET
dpc-1953	51	19	single	single	ADJ
dpc-1953	51	20	center	center	NOUN
dpc-1953	51	21	served	serve	VERB
dpc-1953	51	22	as	as	ADP
dpc-1953	51	23	independent	independent	ADJ
dpc-1953	51	24	raters	rater	NOUN
dpc-1953	51	25	(	(	PUNCT
dpc-1953	51	26	supplementary	supplementary	ADJ
dpc-1953	51	27	table	table	NOUN
dpc-1953	51	28	1	1	NUM
dpc-1953	51	29	)	)	PUNCT
dpc-1953	51	30	.	.	PUNCT
dpc-1953	52	1	dermatologists	dermatologist	VERB
dpc-1953	52	2	in	in	ADP
dpc-1953	52	3	-	-	PUNCT
dpc-1953	52	4	training	training	NOUN
dpc-1953	52	5	were	be	AUX
dpc-1953	52	6	ranked	rank	VERB
dpc-1953	52	7	by	by	ADP
dpc-1953	52	8	post	post	ADJ
dpc-1953	52	9	-	-	ADJ
dpc-1953	52	10	graduate	graduate	ADJ
dpc-1953	52	11	years	year	NOUN
dpc-1953	52	12	(	(	PUNCT
dpc-1953	52	13	pgy-1	pgy-1	X
dpc-1953	52	14	to	to	ADP
dpc-1953	52	15	pgy-4	pgy-4	NOUN
dpc-1953	52	16	)	)	PUNCT
dpc-1953	52	17	.	.	PUNCT
dpc-1953	53	1	before	before	ADP
dpc-1953	53	2	entering	enter	VERB
dpc-1953	53	3	any	any	DET
dpc-1953	53	4	study	study	NOUN
dpc-1953	53	5	-	-	PUNCT
dpc-1953	53	6	specific	specific	ADJ
dpc-1953	53	7	information	information	NOUN
dpc-1953	53	8	,	,	PUNCT
dpc-1953	53	9	all	all	DET
dpc-1953	53	10	raters	rater	NOUN
dpc-1953	53	11	were	be	AUX
dpc-1953	53	12	trained	train	VERB
dpc-1953	53	13	on	on	ADP
dpc-1953	53	14	the	the	DET
dpc-1953	53	15	technical	technical	ADJ
dpc-1953	53	16	data	data	PROPN
dpc-1953	53	17	entry	entry	NOUN
dpc-1953	53	18	process	process	NOUN
dpc-1953	53	19	of	of	ADP
dpc-1953	53	20	the	the	DET
dpc-1953	53	21	software	software	NOUN
dpc-1953	53	22	.	.	PUNCT
dpc-1953	54	1	raters	rater	NOUN
dpc-1953	54	2	received	receive	VERB
dpc-1953	54	3	individual	individual	ADJ
dpc-1953	54	4	user	user	NOUN
dpc-1953	54	5	access	access	NOUN
dpc-1953	54	6	for	for	ADP
dpc-1953	54	7	the	the	DET
dpc-1953	54	8	software	software	NOUN
dpc-1953	54	9	and	and	CCONJ
dpc-1953	54	10	a	a	DET
dpc-1953	54	11	pdf	pdf	NOUN
dpc-1953	54	12	-	-	PUNCT
dpc-1953	54	13	file	file	NOUN
dpc-1953	54	14	containing	contain	VERB
dpc-1953	54	15	all	all	DET
dpc-1953	54	16	virtual	virtual	ADJ
dpc-1953	54	17	patients	patient	NOUN
dpc-1953	54	18	in	in	ADP
dpc-1953	54	19	random	random	ADJ
dpc-1953	54	20	order	order	NOUN
dpc-1953	54	21	.	.	PUNCT
dpc-1953	55	1	every	every	DET
dpc-1953	55	2	rater	rater	NOUN
dpc-1953	55	3	had	have	VERB
dpc-1953	55	4	a	a	DET
dpc-1953	55	5	separate	separate	ADJ
dpc-1953	55	6	computer	computer	NOUN
dpc-1953	55	7	workstation	workstation	NOUN
dpc-1953	55	8	and	and	CCONJ
dpc-1953	55	9	no	no	DET
dpc-1953	55	10	time	time	NOUN
dpc-1953	55	11	constraints	constraint	VERB
dpc-1953	55	12	for	for	ADP
dpc-1953	55	13	entering	enter	VERB
dpc-1953	55	14	the	the	DET
dpc-1953	55	15	information	information	NOUN
dpc-1953	55	16	into	into	ADP
dpc-1953	55	17	the	the	DET
dpc-1953	55	18	cdra	cdra	PROPN
dpc-1953	55	19	.	.	PUNCT
dpc-1953	56	1	conclusions	conclusion	NOUN
dpc-1953	56	2	:	:	PUNCT
dpc-1953	56	3	a	a	DET
dpc-1953	56	4	simple	simple	ADJ
dpc-1953	56	5	questionnaire	questionnaire	NOUN
dpc-1953	56	6	-	-	PUNCT
dpc-1953	56	7	based	base	VERB
dpc-1953	56	8	disease	disease	NOUN
dpc-1953	56	9	ranking	ranking	ADJ
dpc-1953	56	10	algorithm	algorithm	NOUN
dpc-1953	56	11	provides	provide	VERB
dpc-1953	56	12	accurate	accurate	ADJ
dpc-1953	56	13	ranking	ranking	NOUN
dpc-1953	56	14	for	for	ADP
dpc-1953	56	15	a	a	DET
dpc-1953	56	16	wide	wide	ADJ
dpc-1953	56	17	variety	variety	NOUN
dpc-1953	56	18	of	of	ADP
dpc-1953	56	19	dermatologic	dermatologic	ADJ
dpc-1953	56	20	conditions	condition	NOUN
dpc-1953	56	21	.	.	PUNCT
dpc-1953	57	1	when	when	SCONJ
dpc-1953	57	2	applied	apply	VERB
dpc-1953	57	3	in	in	ADP
dpc-1953	57	4	clinical	clinical	ADJ
dpc-1953	57	5	practice	practice	NOUN
dpc-1953	57	6	,	,	PUNCT
dpc-1953	57	7	additional	additional	ADJ
dpc-1953	57	8	measures	measure	NOUN
dpc-1953	57	9	may	may	AUX
dpc-1953	57	10	be	be	AUX
dpc-1953	57	11	needed	need	VERB
dpc-1953	57	12	to	to	PART
dpc-1953	57	13	ensure	ensure	VERB
dpc-1953	57	14	robustness	robustness	NOUN
dpc-1953	57	15	of	of	ADP
dpc-1953	57	16	data	datum	NOUN
dpc-1953	57	17	entry	entry	NOUN
dpc-1953	57	18	for	for	ADP
dpc-1953	57	19	inexperienced	inexperienced	ADJ
dpc-1953	57	20	users	user	NOUN
dpc-1953	57	21	.	.	PUNCT
dpc-1953	58	1	original	original	ADJ
dpc-1953	58	2	article	article	NOUN
dpc-1953	58	3	|	|	ADV
dpc-1953	58	4	dermatol	dermatol	ADJ
dpc-1953	58	5	pract	pract	NOUN
dpc-1953	58	6	concept	concept	NOUN
dpc-1953	58	7	.	.	PUNCT
dpc-1953	59	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	59	2	3	3	NUM
dpc-1953	59	3	vignettes	vignette	NOUN
dpc-1953	59	4	the	the	DET
dpc-1953	59	5	convenience	convenience	NOUN
dpc-1953	59	6	sample	sample	NOUN
dpc-1953	59	7	was	be	AUX
dpc-1953	59	8	collected	collect	VERB
dpc-1953	59	9	from	from	ADP
dpc-1953	59	10	educational	educational	ADJ
dpc-1953	59	11	material	material	NOUN
dpc-1953	59	12	of	of	ADP
dpc-1953	59	13	the	the	DET
dpc-1953	59	14	medical	medical	ADJ
dpc-1953	59	15	university	university	PROPN
dpc-1953	59	16	of	of	ADP
dpc-1953	59	17	vienna	vienna	PROPN
dpc-1953	59	18	,	,	PUNCT
dpc-1953	59	19	and	and	CCONJ
dpc-1953	59	20	contained	contain	VERB
dpc-1953	59	21	58	58	NUM
dpc-1953	59	22	virtual	virtual	ADJ
dpc-1953	59	23	patient	patient	ADJ
dpc-1953	59	24	cases	case	NOUN
dpc-1953	59	25	including	include	VERB
dpc-1953	59	26	common	common	ADJ
dpc-1953	59	27	dermatologic	dermatologic	ADJ
dpc-1953	59	28	diseases	disease	NOUN
dpc-1953	59	29	but	but	CCONJ
dpc-1953	59	30	also	also	ADV
dpc-1953	59	31	more	more	ADV
dpc-1953	59	32	rare	rare	ADJ
dpc-1953	59	33	conditions	condition	NOUN
dpc-1953	59	34	,	,	PUNCT
dpc-1953	59	35	if	if	SCONJ
dpc-1953	59	36	they	they	PRON
dpc-1953	59	37	seemed	seem	VERB
dpc-1953	59	38	relevant	relevant	ADJ
dpc-1953	59	39	for	for	ADP
dpc-1953	59	40	a	a	DET
dpc-1953	59	41	primary	primary	ADJ
dpc-1953	59	42	care	care	NOUN
dpc-1953	59	43	setting	setting	NOUN
dpc-1953	59	44	.	.	PUNCT
dpc-1953	60	1	fitzpatrick	fitzpatrick	PROPN
dpc-1953	60	2	skin	skin	NOUN
dpc-1953	60	3	types	type	NOUN
dpc-1953	60	4	,	,	PUNCT
dpc-1953	60	5	as	as	SCONJ
dpc-1953	60	6	assessed	assess	VERB
dpc-1953	60	7	by	by	ADP
dpc-1953	60	8	a	a	DET
dpc-1953	60	9	single	single	ADJ
dpc-1953	60	10	author	author	NOUN
dpc-1953	60	11	based	base	VERB
dpc-1953	60	12	on	on	ADP
dpc-1953	60	13	digital	digital	ADJ
dpc-1953	60	14	images	image	NOUN
dpc-1953	60	15	,	,	PUNCT
dpc-1953	60	16	were	be	AUX
dpc-1953	60	17	93.1	93.1	NUM
dpc-1953	60	18	%	%	NOUN
dpc-1953	60	19	i	i	PROPN
dpc-1953	60	20	-	-	PUNCT
dpc-1953	60	21	ii	ii	PROPN
dpc-1953	60	22	(	(	PUNCT
dpc-1953	60	23	n	n	NOUN
dpc-1953	60	24	=	=	SYM
dpc-1953	60	25	54	54	NUM
dpc-1953	60	26	)	)	PUNCT
dpc-1953	60	27	,	,	PUNCT
dpc-1953	60	28	5.2	5.2	NUM
dpc-1953	60	29	%	%	NOUN
dpc-1953	60	30	iii	iii	NOUN
dpc-1953	60	31	-	-	PUNCT
dpc-1953	60	32	iv	iv	ADJ
dpc-1953	60	33	(	(	PUNCT
dpc-1953	60	34	n	n	NOUN
dpc-1953	60	35	=	=	SYM
dpc-1953	60	36	3	3	NUM
dpc-1953	60	37	)	)	PUNCT
dpc-1953	60	38	,	,	PUNCT
dpc-1953	60	39	and	and	CCONJ
dpc-1953	60	40	1.7	1.7	NUM
dpc-1953	60	41	%	%	NOUN
dpc-1953	60	42	v	v	NOUN
dpc-1953	60	43	-	-	PUNCT
dpc-1953	60	44	vi	vi	NOUN
dpc-1953	60	45	(	(	PUNCT
dpc-1953	60	46	n	n	NOUN
dpc-1953	60	47	=	=	SYM
dpc-1953	60	48	1	1	NUM
dpc-1953	60	49	)	)	PUNCT
dpc-1953	60	50	.	.	PUNCT
dpc-1953	61	1	a	a	DET
dpc-1953	61	2	complete	complete	ADJ
dpc-1953	61	3	list	list	NOUN
dpc-1953	61	4	of	of	ADP
dpc-1953	61	5	diagnoses	diagnosis	NOUN
dpc-1953	61	6	alongside	alongside	ADP
dpc-1953	61	7	basic	basic	ADJ
dpc-1953	61	8	patient	patient	ADJ
dpc-1953	61	9	information	information	NOUN
dpc-1953	61	10	is	be	AUX
dpc-1953	61	11	shown	show	VERB
dpc-1953	61	12	in	in	ADP
dpc-1953	61	13	supplementary	supplementary	ADJ
dpc-1953	61	14	table	table	NOUN
dpc-1953	61	15	2	2	NUM
dpc-1953	61	16	.	.	PUNCT
dpc-1953	62	1	vignettes	vignette	NOUN
dpc-1953	62	2	included	include	VERB
dpc-1953	62	3	a	a	DET
dpc-1953	62	4	brief	brief	ADJ
dpc-1953	62	5	medical	medical	ADJ
dpc-1953	62	6	history	history	NOUN
dpc-1953	62	7	covering	cover	VERB
dpc-1953	62	8	only	only	ADV
dpc-1953	62	9	the	the	DET
dpc-1953	62	10	main	main	ADJ
dpc-1953	62	11	points	point	NOUN
dpc-1953	62	12	,	,	PUNCT
dpc-1953	62	13	and	and	CCONJ
dpc-1953	62	14	between	between	ADP
dpc-1953	62	15	one	one	NUM
dpc-1953	62	16	and	and	CCONJ
dpc-1953	62	17	four	four	NUM
dpc-1953	62	18	representative	representative	ADJ
dpc-1953	62	19	clinical	clinical	ADJ
dpc-1953	62	20	images	image	NOUN
dpc-1953	62	21	involving	involve	VERB
dpc-1953	62	22	overviews	overview	NOUN
dpc-1953	62	23	of	of	ADP
dpc-1953	62	24	different	different	ADJ
dpc-1953	62	25	body	body	NOUN
dpc-1953	62	26	parts	part	NOUN
dpc-1953	62	27	and	and	CCONJ
dpc-1953	62	28	,	,	PUNCT
dpc-1953	62	29	if	if	SCONJ
dpc-1953	62	30	necessary	necessary	ADJ
dpc-1953	62	31	,	,	PUNCT
dpc-1953	62	32	close	close	ADJ
dpc-1953	62	33	-	-	PUNCT
dpc-1953	62	34	up	up	ADP
dpc-1953	62	35	images	image	NOUN
dpc-1953	62	36	of	of	ADP
dpc-1953	62	37	individual	individual	ADJ
dpc-1953	62	38	skin	skin	NOUN
dpc-1953	62	39	lesions	lesion	NOUN
dpc-1953	62	40	.	.	PUNCT
dpc-1953	63	1	the	the	DET
dpc-1953	63	2	views	view	NOUN
dpc-1953	63	3	were	be	AUX
dpc-1953	63	4	selected	select	VERB
dpc-1953	63	5	to	to	PART
dpc-1953	63	6	allow	allow	VERB
dpc-1953	63	7	evaluation	evaluation	NOUN
dpc-1953	63	8	of	of	ADP
dpc-1953	63	9	morphologic	morphologic	ADJ
dpc-1953	63	10	features	feature	NOUN
dpc-1953	63	11	of	of	ADP
dpc-1953	63	12	the	the	DET
dpc-1953	63	13	primary	primary	ADJ
dpc-1953	63	14	lesions	lesion	NOUN
dpc-1953	63	15	as	as	ADV
dpc-1953	63	16	well	well	ADV
dpc-1953	63	17	as	as	ADP
dpc-1953	63	18	their	their	PRON
dpc-1953	63	19	distribution	distribution	NOUN
dpc-1953	63	20	,	,	PUNCT
dpc-1953	63	21	arrangement	arrangement	NOUN
dpc-1953	63	22	and	and	CCONJ
dpc-1953	63	23	color	color	NOUN
dpc-1953	63	24	.	.	PUNCT
dpc-1953	64	1	the	the	DET
dpc-1953	64	2	58	58	NUM
dpc-1953	64	3	vignettes	vignette	NOUN
dpc-1953	64	4	covered	cover	VERB
dpc-1953	64	5	a	a	DET
dpc-1953	64	6	range	range	NOUN
dpc-1953	64	7	of	of	ADP
dpc-1953	64	8	different	different	ADJ
dpc-1953	64	9	disease	disease	NOUN
dpc-1953	64	10	categories	category	NOUN
dpc-1953	64	11	including	include	VERB
dpc-1953	64	12	allergic	allergic	ADJ
dpc-1953	64	13	,	,	PUNCT
dpc-1953	64	14	autoimmune	autoimmune	ADJ
dpc-1953	64	15	,	,	PUNCT
dpc-1953	64	16	benign	benign	ADJ
dpc-1953	64	17	neoplastic	neoplastic	ADJ
dpc-1953	64	18	,	,	PUNCT
dpc-1953	64	19	exogenous	exogenous	ADJ
dpc-1953	64	20	,	,	PUNCT
dpc-1953	64	21	hereditary	hereditary	ADJ
dpc-1953	64	22	,	,	PUNCT
dpc-1953	64	23	infections	infection	NOUN
dpc-1953	64	24	,	,	PUNCT
dpc-1953	64	25	inflammatory	inflammatory	ADJ
dpc-1953	64	26	,	,	PUNCT
dpc-1953	64	27	malignant	malignant	ADJ
dpc-1953	64	28	neoplastic	neoplastic	ADJ
dpc-1953	64	29	,	,	PUNCT
dpc-1953	64	30	and	and	CCONJ
dpc-1953	64	31	other	other	ADJ
dpc-1953	64	32	diseases	disease	NOUN
dpc-1953	64	33	like	like	ADP
dpc-1953	64	34	melasma	melasma	NOUN
dpc-1953	64	35	or	or	CCONJ
dpc-1953	64	36	amyloidosis	amyloidosis	NOUN
dpc-1953	64	37	)	)	PUNCT
dpc-1953	64	38	.	.	PUNCT
dpc-1953	65	1	of	of	ADP
dpc-1953	65	2	the	the	DET
dpc-1953	65	3	58	58	NUM
dpc-1953	65	4	vignettes	vignette	NOUN
dpc-1953	65	5	,	,	PUNCT
dpc-1953	65	6	31	31	NUM
dpc-1953	65	7	contained	contain	VERB
dpc-1953	65	8	information	information	NOUN
dpc-1953	65	9	about	about	ADP
dpc-1953	65	10	non	non	ADJ
dpc-1953	65	11	-	-	ADJ
dpc-1953	65	12	cutaneous	cutaneous	ADJ
dpc-1953	65	13	signs	sign	NOUN
dpc-1953	65	14	and	and	CCONJ
dpc-1953	65	15	symptoms	symptom	NOUN
dpc-1953	65	16	.	.	PUNCT
dpc-1953	66	1	statistical	statistical	ADJ
dpc-1953	66	2	analysis	analysis	NOUN
dpc-1953	66	3	a	a	DET
dpc-1953	66	4	single	single	ADJ
dpc-1953	66	5	correct	correct	ADJ
dpc-1953	66	6	diagnosis	diagnosis	NOUN
dpc-1953	66	7	served	serve	VERB
dpc-1953	66	8	as	as	ADP
dpc-1953	66	9	the	the	DET
dpc-1953	66	10	ground	ground	NOUN
dpc-1953	66	11	truth	truth	NOUN
dpc-1953	66	12	for	for	ADP
dpc-1953	66	13	each	each	DET
dpc-1953	66	14	vignette	vignette	NOUN
dpc-1953	66	15	.	.	PUNCT
dpc-1953	67	1	we	we	PRON
dpc-1953	67	2	used	use	VERB
dpc-1953	67	3	the	the	DET
dpc-1953	67	4	median	median	ADJ
dpc-1953	67	5	correct	correct	ADJ
dpc-1953	67	6	ranking	ranking	NOUN
dpc-1953	67	7	position	position	NOUN
dpc-1953	67	8	and	and	CCONJ
dpc-1953	67	9	the	the	DET
dpc-1953	67	10	mean	mean	ADJ
dpc-1953	67	11	reciprocal	reciprocal	ADJ
dpc-1953	67	12	rank	rank	NOUN
dpc-1953	67	13	(	(	PUNCT
dpc-1953	67	14	mrr	mrr	PROPN
dpc-1953	67	15	)	)	PUNCT
dpc-1953	67	16	to	to	PART
dpc-1953	67	17	estimate	estimate	VERB
dpc-1953	67	18	the	the	DET
dpc-1953	67	19	ranking	ranking	ADJ
dpc-1953	67	20	ability	ability	NOUN
dpc-1953	67	21	of	of	ADP
dpc-1953	67	22	the	the	DET
dpc-1953	67	23	algorithm	algorithm	NOUN
dpc-1953	67	24	.	.	PUNCT
dpc-1953	68	1	the	the	DET
dpc-1953	68	2	reciprocal	reciprocal	ADJ
dpc-1953	68	3	rank	rank	NOUN
dpc-1953	68	4	is	be	AUX
dpc-1953	68	5	defined	define	VERB
dpc-1953	68	6	as	as	ADP
dpc-1953	68	7	1	1	NUM
dpc-1953	68	8	/	/	SYM
dpc-1953	68	9	k	k	NOUN
dpc-1953	68	10	,	,	PUNCT
dpc-1953	68	11	where	where	SCONJ
dpc-1953	68	12	k	k	PROPN
dpc-1953	68	13	is	be	AUX
dpc-1953	68	14	the	the	DET
dpc-1953	68	15	rank	rank	NOUN
dpc-1953	68	16	position	position	NOUN
dpc-1953	68	17	of	of	ADP
dpc-1953	68	18	the	the	DET
dpc-1953	68	19	correct	correct	ADJ
dpc-1953	68	20	diagnosis	diagnosis	NOUN
dpc-1953	68	21	as	as	SCONJ
dpc-1953	68	22	predicted	predict	VERB
dpc-1953	68	23	by	by	ADP
dpc-1953	68	24	the	the	DET
dpc-1953	68	25	cdra	cdra	NOUN
dpc-1953	68	26	.	.	PUNCT
dpc-1953	69	1	the	the	DET
dpc-1953	69	2	mrr	mrr	PROPN
dpc-1953	69	3	is	be	AUX
dpc-1953	69	4	the	the	DET
dpc-1953	69	5	mean	mean	NOUN
dpc-1953	69	6	across	across	ADP
dpc-1953	69	7	all	all	DET
dpc-1953	69	8	cases	case	NOUN
dpc-1953	69	9	.	.	PUNCT
dpc-1953	70	1	we	we	PRON
dpc-1953	70	2	calculated	calculate	VERB
dpc-1953	70	3	the	the	DET
dpc-1953	70	4	sørensen	sørensen	NOUN
dpc-1953	70	5	-	-	PUNCT
dpc-1953	70	6	dice	dice	NOUN
dpc-1953	70	7	-	-	PUNCT
dpc-1953	70	8	coefficient	coefficient	NOUN
dpc-1953	70	9	(	(	PUNCT
dpc-1953	70	10	dice	dice	NOUN
dpc-1953	70	11	)	)	PUNCT
dpc-1953	70	12	to	to	PART
dpc-1953	70	13	measure	measure	VERB
dpc-1953	70	14	the	the	DET
dpc-1953	70	15	similarity	similarity	NOUN
dpc-1953	70	16	between	between	ADP
dpc-1953	70	17	descriptions	description	NOUN
dpc-1953	70	18	.	.	PUNCT
dpc-1953	71	1	paired	pair	VERB
dpc-1953	71	2	comparisons	comparison	NOUN
dpc-1953	71	3	of	of	ADP
dpc-1953	71	4	rank	rank	NOUN
dpc-1953	71	5	positions	position	NOUN
dpc-1953	71	6	were	be	AUX
dpc-1953	71	7	performed	perform	VERB
dpc-1953	71	8	with	with	ADP
dpc-1953	71	9	the	the	DET
dpc-1953	71	10	wilcoxon	wilcoxon	ADJ
dpc-1953	71	11	signed	sign	VERB
dpc-1953	71	12	-	-	PUNCT
dpc-1953	71	13	rank	rank	NOUN
dpc-1953	71	14	test	test	NOUN
dpc-1953	71	15	.	.	PUNCT
dpc-1953	72	1	confidence	confidence	NOUN
dpc-1953	72	2	intervals	interval	NOUN
dpc-1953	72	3	(	(	PUNCT
dpc-1953	72	4	ci	ci	NOUN
dpc-1953	72	5	)	)	PUNCT
dpc-1953	72	6	and	and	CCONJ
dpc-1953	72	7	interquartile	interquartile	ADJ
dpc-1953	72	8	range	range	NOUN
dpc-1953	72	9	(	(	PUNCT
dpc-1953	72	10	iqr	iqr	NOUN
dpc-1953	72	11	)	)	PUNCT
dpc-1953	72	12	are	be	AUX
dpc-1953	72	13	reported	report	VERB
dpc-1953	72	14	where	where	SCONJ
dpc-1953	72	15	applicable	applicable	ADJ
dpc-1953	72	16	.	.	PUNCT
dpc-1953	73	1	we	we	PRON
dpc-1953	73	2	used	use	VERB
dpc-1953	73	3	r	r	NOUN
dpc-1953	73	4	statistics	statistic	NOUN
dpc-1953	73	5	(	(	PUNCT
dpc-1953	73	6	version	version	NOUN
dpc-1953	73	7	4.1.0	4.1.0	NUM
dpc-1953	73	8	)	)	PUNCT
dpc-1953	73	9	for	for	ADP
dpc-1953	73	10	all	all	DET
dpc-1953	73	11	statistical	statistical	ADJ
dpc-1953	73	12	analyses	analysis	NOUN
dpc-1953	73	13	and	and	CCONJ
dpc-1953	73	14	applied	apply	VERB
dpc-1953	73	15	a	a	DET
dpc-1953	73	16	bonferroni	bonferroni	NOUN
dpc-1953	73	17	-	-	PUNCT
dpc-1953	73	18	holm	holm	PROPN
dpc-1953	73	19	correction	correction	NOUN
dpc-1953	73	20	to	to	ADP
dpc-1953	73	21	all	all	DET
dpc-1953	73	22	p	p	NOUN
dpc-1953	73	23	-	-	PUNCT
dpc-1953	73	24	values	value	NOUN
dpc-1953	73	25	[	[	X
dpc-1953	73	26	21,22	21,22	X
dpc-1953	73	27	]	]	X
dpc-1953	73	28	.	.	PUNCT
dpc-1953	74	1	a	a	DET
dpc-1953	74	2	twosided	twoside	VERB
dpc-1953	74	3	p	p	NOUN
dpc-1953	74	4	value	value	NOUN
dpc-1953	74	5	<	<	X
dpc-1953	74	6	0.05	0.05	NUM
dpc-1953	74	7	indicates	indicate	VERB
dpc-1953	74	8	statistical	statistical	ADJ
dpc-1953	74	9	significance	significance	NOUN
dpc-1953	74	10	.	.	PUNCT
dpc-1953	75	1	plots	plot	NOUN
dpc-1953	75	2	were	be	AUX
dpc-1953	75	3	created	create	VERB
dpc-1953	75	4	using	use	VERB
dpc-1953	75	5	ggplot2	ggplot2	PROPN
dpc-1953	76	1	[	[	X
dpc-1953	76	2	23	23	NUM
dpc-1953	76	3	]	]	PUNCT
dpc-1953	76	4	.	.	PUNCT
dpc-1953	77	1	results	result	VERB
dpc-1953	77	2	fifty	fifty	NUM
dpc-1953	77	3	-	-	PUNCT
dpc-1953	77	4	eight	eight	NUM
dpc-1953	77	5	vignettes	vignette	NOUN
dpc-1953	77	6	described	describe	VERB
dpc-1953	77	7	by	by	ADP
dpc-1953	77	8	five	five	NUM
dpc-1953	77	9	raters	rater	NOUN
dpc-1953	77	10	,	,	PUNCT
dpc-1953	77	11	with	with	ADP
dpc-1953	77	12	one	one	NUM
dpc-1953	77	13	entry	entry	NOUN
dpc-1953	77	14	of	of	ADP
dpc-1953	77	15	rater	rater	NOUN
dpc-1953	77	16	pgy-2	pgy-2	VERB
dpc-1953	77	17	missing	miss	VERB
dpc-1953	77	18	through	through	ADP
dpc-1953	77	19	a	a	DET
dpc-1953	77	20	technical	technical	ADJ
dpc-1953	77	21	error	error	NOUN
dpc-1953	77	22	,	,	PUNCT
dpc-1953	77	23	resulted	result	VERB
dpc-1953	77	24	in	in	ADP
dpc-1953	77	25	289	289	NUM
dpc-1953	77	26	probability	probability	NOUN
dpc-1953	77	27	-	-	PUNCT
dpc-1953	77	28	ranked	rank	VERB
dpc-1953	77	29	diagnosis	diagnosis	NOUN
dpc-1953	77	30	lists	list	NOUN
dpc-1953	77	31	.	.	PUNCT
dpc-1953	78	1	for	for	ADP
dpc-1953	78	2	all	all	DET
dpc-1953	78	3	raters	rater	NOUN
dpc-1953	78	4	,	,	PUNCT
dpc-1953	78	5	the	the	DET
dpc-1953	78	6	correct	correct	ADJ
dpc-1953	78	7	diagnosis	diagnosis	NOUN
dpc-1953	78	8	was	be	AUX
dpc-1953	78	9	top-1	top-1	ADV
dpc-1953	78	10	ranked	rank	VERB
dpc-1953	78	11	in	in	ADP
dpc-1953	78	12	most	most	ADJ
dpc-1953	78	13	vignettes	vignette	NOUN
dpc-1953	78	14	(	(	PUNCT
dpc-1953	78	15	figure	figure	NOUN
dpc-1953	78	16	1	1	NUM
dpc-1953	78	17	)	)	PUNCT
dpc-1953	78	18	.	.	PUNCT
dpc-1953	79	1	while	while	SCONJ
dpc-1953	79	2	most	most	ADJ
dpc-1953	79	3	rankings	ranking	NOUN
dpc-1953	79	4	following	follow	VERB
dpc-1953	79	5	inputs	input	NOUN
dpc-1953	79	6	of	of	ADP
dpc-1953	79	7	more	more	ADV
dpc-1953	79	8	experienced	experienced	ADJ
dpc-1953	79	9	users	user	NOUN
dpc-1953	79	10	fell	fall	VERB
dpc-1953	79	11	into	into	ADP
dpc-1953	79	12	the	the	DET
dpc-1953	79	13	top-8	top-8	ADJ
dpc-1953	79	14	ranks	rank	NOUN
dpc-1953	79	15	,	,	PUNCT
dpc-1953	79	16	inputs	input	NOUN
dpc-1953	79	17	by	by	ADP
dpc-1953	79	18	younger	young	ADJ
dpc-1953	79	19	participants	participant	NOUN
dpc-1953	79	20	(	(	PUNCT
dpc-1953	79	21	pgy-1	pgy-1	X
dpc-1953	79	22	&	&	CCONJ
dpc-1953	79	23	pgy-2	pgy-2	NOUN
dpc-1953	79	24	)	)	PUNCT
dpc-1953	79	25	frequently	frequently	ADV
dpc-1953	79	26	resulted	result	VERB
dpc-1953	79	27	in	in	ADP
dpc-1953	79	28	a	a	DET
dpc-1953	79	29	very	very	ADV
dpc-1953	79	30	low	low	ADJ
dpc-1953	79	31	ranking	ranking	NOUN
dpc-1953	79	32	of	of	ADP
dpc-1953	79	33	the	the	DET
dpc-1953	79	34	correct	correct	ADJ
dpc-1953	79	35	diagnosis	diagnosis	NOUN
dpc-1953	79	36	(	(	PUNCT
dpc-1953	79	37	>	>	NOUN
dpc-1953	79	38	128	128	NUM
dpc-1953	79	39	;	;	PUNCT
dpc-1953	79	40	figure	figure	NOUN
dpc-1953	79	41	1	1	NUM
dpc-1953	79	42	)	)	PUNCT
dpc-1953	79	43	.	.	PUNCT
dpc-1953	80	1	the	the	DET
dpc-1953	80	2	mean	mean	PROPN
dpc-1953	80	3	reciprocal	reciprocal	ADJ
dpc-1953	80	4	rank	rank	NOUN
dpc-1953	80	5	of	of	ADP
dpc-1953	80	6	the	the	DET
dpc-1953	80	7	algorithm	algorithm	NOUN
dpc-1953	80	8	was	be	AUX
dpc-1953	80	9	0.757	0.757	NUM
dpc-1953	80	10	when	when	SCONJ
dpc-1953	80	11	applied	apply	VERB
dpc-1953	80	12	by	by	ADP
dpc-1953	80	13	the	the	DET
dpc-1953	80	14	board	board	NOUN
dpc-1953	80	15	-	-	PUNCT
dpc-1953	80	16	certified	certify	VERB
dpc-1953	80	17	dermatologist	dermatologist	NOUN
dpc-1953	80	18	,	,	PUNCT
dpc-1953	80	19	and	and	CCONJ
dpc-1953	80	20	significantly	significantly	ADV
dpc-1953	80	21	lower	low	ADJ
dpc-1953	80	22	when	when	SCONJ
dpc-1953	80	23	applied	apply	VERB
dpc-1953	80	24	by	by	ADP
dpc-1953	80	25	residents	resident	NOUN
dpc-1953	80	26	(	(	PUNCT
dpc-1953	80	27	table	table	NOUN
dpc-1953	80	28	1	1	NUM
dpc-1953	80	29	)	)	PUNCT
dpc-1953	80	30	.	.	PUNCT
dpc-1953	81	1	the	the	DET
dpc-1953	81	2	highest	high	ADJ
dpc-1953	81	3	mrr	mrr	NOUN
dpc-1953	81	4	was	be	AUX
dpc-1953	81	5	measured	measure	VERB
dpc-1953	81	6	for	for	ADP
dpc-1953	81	7	benign	benign	ADJ
dpc-1953	81	8	(	(	PUNCT
dpc-1953	81	9	0.68	0.68	NUM
dpc-1953	81	10	;	;	PUNCT
dpc-1953	81	11	95	95	NUM
dpc-1953	81	12	%	%	NOUN
dpc-1953	81	13	ci	ci	NOUN
dpc-1953	81	14	:	:	PUNCT
dpc-1953	81	15	0.35	0.35	NUM
dpc-1953	81	16	-	-	SYM
dpc-1953	81	17	1.01	1.01	NUM
dpc-1953	81	18	)	)	PUNCT
dpc-1953	81	19	and	and	CCONJ
dpc-1953	81	20	inflammatory	inflammatory	ADJ
dpc-1953	81	21	(	(	PUNCT
dpc-1953	81	22	0.68	0.68	NUM
dpc-1953	81	23	,	,	PUNCT
dpc-1953	81	24	95	95	NUM
dpc-1953	81	25	%	%	NOUN
dpc-1953	81	26	ci	ci	NOUN
dpc-1953	81	27	:	:	PUNCT
dpc-1953	81	28	0.46	0.46	NUM
dpc-1953	81	29	-	-	SYM
dpc-1953	81	30	0.90	0.90	NUM
dpc-1953	81	31	)	)	PUNCT
dpc-1953	81	32	,	,	PUNCT
dpc-1953	81	33	the	the	DET
dpc-1953	81	34	lowest	low	ADJ
dpc-1953	81	35	for	for	ADP
dpc-1953	81	36	autoimmune	autoimmune	ADJ
dpc-1953	81	37	(	(	PUNCT
dpc-1953	81	38	0.39	0.39	NUM
dpc-1953	81	39	;	;	PUNCT
dpc-1953	81	40	95	95	NUM
dpc-1953	81	41	%	%	NOUN
dpc-1953	81	42	ci	ci	NOUN
dpc-1953	81	43	:	:	PUNCT
dpc-1953	81	44	0.020.76	0.020.76	NUM
dpc-1953	81	45	)	)	PUNCT
dpc-1953	81	46	and	and	CCONJ
dpc-1953	81	47	exogenous	exogenous	ADJ
dpc-1953	81	48	(	(	PUNCT
dpc-1953	81	49	0.43	0.43	NUM
dpc-1953	81	50	;	;	PUNCT
dpc-1953	81	51	95	95	NUM
dpc-1953	81	52	%	%	NOUN
dpc-1953	81	53	ci	ci	NOUN
dpc-1953	81	54	:	:	PUNCT
dpc-1953	81	55	0.30	0.30	NUM
dpc-1953	81	56	-	-	PUNCT
dpc-1953	81	57	0.56	0.56	NUM
dpc-1953	81	58	)	)	PUNCT
dpc-1953	81	59	diseases	disease	NOUN
dpc-1953	81	60	.	.	PUNCT
dpc-1953	82	1	similarity	similarity	NOUN
dpc-1953	82	2	of	of	ADP
dpc-1953	82	3	data	datum	NOUN
dpc-1953	82	4	entry	entry	NOUN
dpc-1953	82	5	the	the	DET
dpc-1953	82	6	vignettes	vignette	NOUN
dpc-1953	82	7	’	'	PUNCT
dpc-1953	82	8	descriptions	description	NOUN
dpc-1953	82	9	of	of	ADP
dpc-1953	82	10	the	the	DET
dpc-1953	82	11	four	four	NUM
dpc-1953	82	12	residents	resident	NOUN
dpc-1953	82	13	were	be	AUX
dpc-1953	82	14	compared	compare	VERB
dpc-1953	82	15	with	with	ADP
dpc-1953	82	16	those	those	PRON
dpc-1953	82	17	of	of	ADP
dpc-1953	82	18	the	the	DET
dpc-1953	82	19	board	board	NOUN
dpc-1953	82	20	-	-	PUNCT
dpc-1953	82	21	certified	certify	VERB
dpc-1953	82	22	dermatologist	dermatologist	NOUN
dpc-1953	82	23	for	for	ADP
dpc-1953	82	24	similarity	similarity	NOUN
dpc-1953	82	25	.	.	PUNCT
dpc-1953	83	1	the	the	DET
dpc-1953	83	2	median	median	ADJ
dpc-1953	83	3	dice	dice	NOUN
dpc-1953	83	4	-	-	PUNCT
dpc-1953	83	5	score	score	NOUN
dpc-1953	83	6	ranged	range	VERB
dpc-1953	83	7	from	from	ADP
dpc-1953	83	8	0.64	0.64	NUM
dpc-1953	83	9	(	(	PUNCT
dpc-1953	83	10	95	95	NUM
dpc-1953	83	11	%	%	NOUN
dpc-1953	83	12	ci	ci	NOUN
dpc-1953	83	13	:	:	PUNCT
dpc-1953	83	14	0.60	0.60	NUM
dpc-1953	83	15	-	-	SYM
dpc-1953	83	16	0.67	0.67	NUM
dpc-1953	83	17	;	;	PUNCT
dpc-1953	83	18	pgy-2	pgy-2	X
dpc-1953	83	19	)	)	PUNCT
dpc-1953	83	20	to	to	ADP
dpc-1953	83	21	0.74	0.74	NUM
dpc-1953	83	22	(	(	PUNCT
dpc-1953	83	23	95	95	NUM
dpc-1953	83	24	%	%	NOUN
dpc-1953	83	25	ci	ci	NOUN
dpc-1953	83	26	:	:	PUNCT
dpc-1953	83	27	0.71	0.71	NUM
dpc-1953	83	28	-	-	SYM
dpc-1953	83	29	0.77	0.77	NUM
dpc-1953	83	30	;	;	PUNCT
dpc-1953	83	31	pgy-3	pgy-3	NUM
dpc-1953	83	32	;	;	PUNCT
dpc-1953	83	33	suppl	suppl	PROPN
dpc-1953	83	34	.	.	PUNCT
dpc-1953	83	35	figure	figure	NOUN
dpc-1953	83	36	1	1	NUM
dpc-1953	83	37	)	)	PUNCT
dpc-1953	83	38	.	.	PUNCT
dpc-1953	84	1	furthermore	furthermore	ADV
dpc-1953	84	2	,	,	PUNCT
dpc-1953	84	3	we	we	PRON
dpc-1953	84	4	analyzed	analyze	VERB
dpc-1953	84	5	the	the	DET
dpc-1953	84	6	similarities	similarity	NOUN
dpc-1953	84	7	table	table	NOUN
dpc-1953	84	8	1	1	NUM
dpc-1953	84	9	.	.	PUNCT
dpc-1953	84	10	performance	performance	NOUN
dpc-1953	84	11	of	of	ADP
dpc-1953	84	12	the	the	DET
dpc-1953	84	13	cdra	cdra	NOUN
dpc-1953	84	14	with	with	ADP
dpc-1953	84	15	different	different	ADJ
dpc-1953	84	16	users	user	NOUN
dpc-1953	84	17	.	.	PUNCT
dpc-1953	85	1	mrr	mrr	PROPN
dpc-1953	85	2	:	:	PUNCT
dpc-1953	85	3	mean	mean	VERB
dpc-1953	85	4	reciprocal	reciprocal	ADJ
dpc-1953	85	5	rank	rank	NOUN
dpc-1953	85	6	.	.	PUNCT
dpc-1953	86	1	p	p	X
dpc-1953	86	2	-	-	PUNCT
dpc-1953	86	3	value	value	NOUN
dpc-1953	86	4	denotes	denote	NOUN
dpc-1953	86	5	paired	pair	VERB
dpc-1953	86	6	wilcoxon	wilcoxon	ADJ
dpc-1953	86	7	signed	sign	VERB
dpc-1953	86	8	-	-	PUNCT
dpc-1953	86	9	rank	rank	NOUN
dpc-1953	86	10	test	test	NOUN
dpc-1953	86	11	,	,	PUNCT
dpc-1953	86	12	comparing	compare	VERB
dpc-1953	86	13	the	the	DET
dpc-1953	86	14	diagnosis	diagnosis	NOUN
dpc-1953	86	15	ranks	rank	NOUN
dpc-1953	86	16	of	of	ADP
dpc-1953	86	17	a	a	DET
dpc-1953	86	18	dermatology	dermatology	NOUN
dpc-1953	86	19	resident	resident	NOUN
dpc-1953	86	20	to	to	ADP
dpc-1953	86	21	those	those	PRON
dpc-1953	86	22	of	of	ADP
dpc-1953	86	23	a	a	DET
dpc-1953	86	24	board	board	NOUN
dpc-1953	86	25	-	-	PUNCT
dpc-1953	86	26	certified	certify	VERB
dpc-1953	86	27	dermatologist	dermatologist	NOUN
dpc-1953	86	28	(	(	PUNCT
dpc-1953	86	29	reference	reference	NOUN
dpc-1953	86	30	)	)	PUNCT
dpc-1953	86	31	.	.	PUNCT
dpc-1953	87	1	rater	rater	PROPN
dpc-1953	87	2	median	median	PROPN
dpc-1953	87	3	rank	rank	NOUN
dpc-1953	87	4	position	position	NOUN
dpc-1953	87	5	of	of	ADP
dpc-1953	87	6	the	the	DET
dpc-1953	87	7	correct	correct	ADJ
dpc-1953	87	8	diagnosis	diagnosis	NOUN
dpc-1953	87	9	mrr	mrr	NOUN
dpc-1953	87	10	p	p	NOUN
dpc-1953	87	11	pgy-1	pgy-1	NUM
dpc-1953	87	12	2.00	2.00	NUM
dpc-1953	87	13	(	(	PUNCT
dpc-1953	87	14	iqr	iqr	NOUN
dpc-1953	87	15	:	:	PUNCT
dpc-1953	87	16	21.50	21.50	NUM
dpc-1953	87	17	)	)	PUNCT
dpc-1953	87	18	0.514	0.514	NUM
dpc-1953	87	19	<	<	X
dpc-1953	87	20	0.001	0.001	NUM
dpc-1953	87	21	pgy-2	pgy-2	NUM
dpc-1953	87	22	5.00	5.00	NUM
dpc-1953	87	23	(	(	PUNCT
dpc-1953	87	24	iqr	iqr	NOUN
dpc-1953	87	25	:	:	PUNCT
dpc-1953	87	26	239.00	239.00	NUM
dpc-1953	87	27	)	)	PUNCT
dpc-1953	87	28	0.355	0.355	NUM
dpc-1953	87	29	<	<	X
dpc-1953	87	30	0.001	0.001	NUM
dpc-1953	87	31	pgy-3	pgy-3	NUM
dpc-1953	87	32	2.00	2.00	NUM
dpc-1953	87	33	(	(	PUNCT
dpc-1953	87	34	iqr	iqr	NOUN
dpc-1953	87	35	:	:	PUNCT
dpc-1953	87	36	2.75	2.75	NUM
dpc-1953	87	37	)	)	PUNCT
dpc-1953	87	38	0.597	0.597	NUM
dpc-1953	87	39	0.003	0.003	NUM
dpc-1953	87	40	pgy-4	pgy-4	NUM
dpc-1953	87	41	2.00	2.00	NUM
dpc-1953	87	42	(	(	PUNCT
dpc-1953	87	43	iqr	iqr	NOUN
dpc-1953	87	44	:	:	PUNCT
dpc-1953	87	45	4.00	4.00	NUM
dpc-1953	87	46	)	)	PUNCT
dpc-1953	87	47	0.557	0.557	NUM
dpc-1953	87	48	0.003	0.003	NUM
dpc-1953	87	49	board	board	NOUN
dpc-1953	87	50	-	-	PUNCT
dpc-1953	87	51	certified	certify	VERB
dpc-1953	87	52	1.00	1.00	NUM
dpc-1953	87	53	(	(	PUNCT
dpc-1953	87	54	iqr	iqr	NOUN
dpc-1953	87	55	:	:	PUNCT
dpc-1953	87	56	1.00	1.00	NUM
dpc-1953	87	57	)	)	PUNCT
dpc-1953	87	58	0.757	0.757	NUM
dpc-1953	87	59	reference	reference	NOUN
dpc-1953	87	60	iqr	iqr	PROPN
dpc-1953	87	61	=	=	NOUN
dpc-1953	87	62	interquartile	interquartile	ADJ
dpc-1953	87	63	range	range	NOUN
dpc-1953	87	64	;	;	PUNCT
dpc-1953	87	65	pgy	pgy	NOUN
dpc-1953	87	66	=	=	SYM
dpc-1953	87	67	post	post	ADJ
dpc-1953	87	68	-	-	ADJ
dpc-1953	87	69	graduate	graduate	ADJ
dpc-1953	87	70	year	year	NOUN
dpc-1953	87	71	of	of	ADP
dpc-1953	87	72	dermatology	dermatology	NOUN
dpc-1953	87	73	residency	residency	NOUN
dpc-1953	87	74	.	.	PUNCT
dpc-1953	88	1	table	table	NOUN
dpc-1953	88	2	2	2	NUM
dpc-1953	88	3	.	.	X
dpc-1953	88	4	similarity	similarity	NOUN
dpc-1953	88	5	of	of	ADP
dpc-1953	88	6	descriptions	description	NOUN
dpc-1953	88	7	of	of	ADP
dpc-1953	88	8	residents	resident	NOUN
dpc-1953	88	9	compared	compare	VERB
dpc-1953	88	10	to	to	ADP
dpc-1953	88	11	the	the	DET
dpc-1953	88	12	corresponding	corresponding	ADJ
dpc-1953	88	13	descriptions	description	NOUN
dpc-1953	88	14	of	of	ADP
dpc-1953	88	15	a	a	DET
dpc-1953	88	16	board	board	NOUN
dpc-1953	88	17	-	-	PUNCT
dpc-1953	88	18	certified	certify	VERB
dpc-1953	88	19	dermatologist	dermatologist	NOUN
dpc-1953	88	20	according	accord	VERB
dpc-1953	88	21	to	to	ADP
dpc-1953	88	22	subsections	subsection	NOUN
dpc-1953	88	23	.	.	PUNCT
dpc-1953	89	1	results	result	NOUN
dpc-1953	89	2	are	be	AUX
dpc-1953	89	3	pooled	pool	VERB
dpc-1953	89	4	over	over	ADP
dpc-1953	89	5	all	all	DET
dpc-1953	89	6	users	user	NOUN
dpc-1953	89	7	and	and	CCONJ
dpc-1953	89	8	cases	case	NOUN
dpc-1953	89	9	,	,	PUNCT
dpc-1953	89	10	lowest	low	ADJ
dpc-1953	89	11	values	value	NOUN
dpc-1953	89	12	are	be	AUX
dpc-1953	89	13	highlighted	highlight	VERB
dpc-1953	89	14	in	in	ADP
dpc-1953	89	15	bold	bold	ADJ
dpc-1953	89	16	.	.	PUNCT
dpc-1953	90	1	questionnaire	questionnaire	NOUN
dpc-1953	90	2	section	section	NOUN
dpc-1953	90	3	dice	dice	NOUN
dpc-1953	90	4	(	(	PUNCT
dpc-1953	90	5	mean	mean	NOUN
dpc-1953	90	6	)	)	PUNCT
dpc-1953	90	7	arrangement	arrangement	NOUN
dpc-1953	90	8	0.75	0.75	NUM
dpc-1953	90	9	(	(	PUNCT
dpc-1953	90	10	95	95	NUM
dpc-1953	90	11	%	%	NOUN
dpc-1953	90	12	ci	ci	NOUN
dpc-1953	90	13	:	:	PUNCT
dpc-1953	90	14	0.72	0.72	NUM
dpc-1953	90	15	-	-	SYM
dpc-1953	90	16	0.79	0.79	NUM
dpc-1953	90	17	)	)	PUNCT
dpc-1953	90	18	color	color	NOUN
dpc-1953	90	19	0.75	0.75	NUM
dpc-1953	90	20	(	(	PUNCT
dpc-1953	90	21	95	95	NUM
dpc-1953	90	22	%	%	NOUN
dpc-1953	90	23	ci	ci	NOUN
dpc-1953	90	24	:	:	PUNCT
dpc-1953	90	25	0.71	0.71	NUM
dpc-1953	90	26	-	-	SYM
dpc-1953	90	27	0.79	0.79	NUM
dpc-1953	90	28	)	)	PUNCT
dpc-1953	90	29	epidemiology	epidemiology	NOUN
dpc-1953	90	30	0.96	0.96	NUM
dpc-1953	90	31	(	(	PUNCT
dpc-1953	90	32	95	95	NUM
dpc-1953	90	33	%	%	NOUN
dpc-1953	90	34	ci	ci	NOUN
dpc-1953	90	35	:	:	PUNCT
dpc-1953	90	36	0.94	0.94	NUM
dpc-1953	90	37	-	-	SYM
dpc-1953	90	38	0.97	0.97	NUM
dpc-1953	90	39	)	)	PUNCT
dpc-1953	90	40	localization	localization	NOUN
dpc-1953	90	41	0.72	0.72	NUM
dpc-1953	90	42	(	(	PUNCT
dpc-1953	90	43	95	95	NUM
dpc-1953	90	44	%	%	NOUN
dpc-1953	90	45	ci	ci	NOUN
dpc-1953	90	46	:	:	PUNCT
dpc-1953	90	47	0.69	0.69	NUM
dpc-1953	90	48	-	-	PUNCT
dpc-1953	90	49	0.75	0.75	NUM
dpc-1953	90	50	)	)	PUNCT
dpc-1953	90	51	morphology	morphology	NOUN
dpc-1953	90	52	0.57	0.57	NUM
dpc-1953	90	53	(	(	PUNCT
dpc-1953	90	54	95	95	NUM
dpc-1953	90	55	%	%	NOUN
dpc-1953	90	56	ci	ci	NOUN
dpc-1953	90	57	:	:	PUNCT
dpc-1953	90	58	0.54	0.54	NUM
dpc-1953	90	59	-	-	SYM
dpc-1953	90	60	0.60	0.60	NUM
dpc-1953	90	61	)	)	PUNCT
dpc-1953	90	62	signs	sign	NOUN
dpc-1953	90	63	and	and	CCONJ
dpc-1953	90	64	symptoms	symptom	NOUN
dpc-1953	90	65	0.85	0.85	NUM
dpc-1953	90	66	(	(	PUNCT
dpc-1953	90	67	95	95	NUM
dpc-1953	90	68	%	%	NOUN
dpc-1953	90	69	ci	ci	NOUN
dpc-1953	90	70	:	:	PUNCT
dpc-1953	90	71	0.81	0.81	NUM
dpc-1953	90	72	-	-	PUNCT
dpc-1953	90	73	0.89	0.89	NUM
dpc-1953	90	74	)	)	PUNCT
dpc-1953	90	75	time	time	NOUN
dpc-1953	90	76	0.62	0.62	NUM
dpc-1953	90	77	(	(	PUNCT
dpc-1953	90	78	95	95	NUM
dpc-1953	90	79	%	%	NOUN
dpc-1953	90	80	ci	ci	NOUN
dpc-1953	90	81	:	:	PUNCT
dpc-1953	90	82	0.58	0.58	NUM
dpc-1953	90	83	-	-	SYM
dpc-1953	90	84	0.65	0.65	NUM
dpc-1953	90	85	)	)	PUNCT
dpc-1953	90	86	ci	ci	NOUN
dpc-1953	90	87	=	=	NOUN
dpc-1953	90	88	confidence	confidence	NOUN
dpc-1953	90	89	interval	interval	NOUN
dpc-1953	90	90	4	4	NUM
dpc-1953	90	91	original	original	ADJ
dpc-1953	90	92	article	article	NOUN
dpc-1953	90	93	|	|	ADV
dpc-1953	90	94	dermatol	dermatol	ADJ
dpc-1953	90	95	pract	pract	NOUN
dpc-1953	90	96	concept	concept	NOUN
dpc-1953	90	97	.	.	PUNCT
dpc-1953	91	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	91	2	30	30	NUM
dpc-1953	91	3	pg	pg	NOUN
dpc-1953	91	4	y-1	y-1	NOUN
dpc-1953	91	5	pg	pg	PROPN
dpc-1953	91	6	y-2	y-2	PROPN
dpc-1953	91	7	pg	pg	PROPN
dpc-1953	92	1	y-3	y-3	PROPN
dpc-1953	93	1	pg	pg	PROPN
dpc-1953	93	2	y-4	y-4	PROPN
dpc-1953	93	3	bo	bo	PROPN
dpc-1953	93	4	a	a	DET
dpc-1953	93	5	rd	rd	NOUN
dpc-1953	93	6	-certified	-certified	ADJ
dpc-1953	93	7	20	20	NUM
dpc-1953	93	8	10	10	NUM
dpc-1953	93	9	0	0	NUM
dpc-1953	93	10	20	20	NUM
dpc-1953	93	11	15	15	NUM
dpc-1953	93	12	10	10	NUM
dpc-1953	93	13	5	5	NUM
dpc-1953	93	14	0	0	NUM
dpc-1953	93	15	30	30	NUM
dpc-1953	93	16	20	20	NUM
dpc-1953	93	17	n	n	NUM
dpc-1953	93	18	u	u	NOUN
dpc-1953	93	19	m	m	VERB
dpc-1953	93	20	be	be	VERB
dpc-1953	94	1	r	r	NOUN
dpc-1953	94	2	o	o	NOUN
dpc-1953	94	3	f	f	NOUN
dpc-1953	94	4	ca	can	AUX
dpc-1953	94	5	se	se	PROPN
dpc-1953	94	6	s	s	VERB
dpc-1953	94	7	10	10	NUM
dpc-1953	94	8	0	0	NUM
dpc-1953	94	9	30	30	NUM
dpc-1953	94	10	20	20	NUM
dpc-1953	94	11	10	10	NUM
dpc-1953	94	12	0	0	NUM
dpc-1953	94	13	40	40	NUM
dpc-1953	94	14	30	30	NUM
dpc-1953	94	15	20	20	NUM
dpc-1953	94	16	10	10	NUM
dpc-1953	94	17	0	0	NUM
dpc-1953	94	18	1	1	NUM
dpc-1953	94	19	top	top	NOUN
dpc-1953	94	20	predicted	predict	VERB
dpc-1953	94	21	rank	rank	NOUN
dpc-1953	94	22	of	of	ADP
dpc-1953	94	23	the	the	DET
dpc-1953	94	24	correct	correct	ADJ
dpc-1953	94	25	diagnosis	diagnosis	NOUN
dpc-1953	94	26	less	less	ADV
dpc-1953	94	27	probable	probable	ADJ
dpc-1953	94	28	excluded	exclude	VERB
dpc-1953	94	29	2	2	NUM
dpc-1953	94	30	4	4	NUM
dpc-1953	94	31	8	8	NUM
dpc-1953	94	32	16	16	NUM
dpc-1953	94	33	32	32	NUM
dpc-1953	94	34	64	64	NUM
dpc-1953	94	35	123	123	NUM
dpc-1953	94	36	256	256	NUM
dpc-1953	94	37	512	512	NUM
dpc-1953	94	38	figure	figure	NOUN
dpc-1953	94	39	1	1	NUM
dpc-1953	94	40	.	.	PUNCT
dpc-1953	94	41	histogram	histogram	NOUN
dpc-1953	94	42	of	of	ADP
dpc-1953	94	43	ranking	ranking	ADJ
dpc-1953	94	44	positions	position	NOUN
dpc-1953	94	45	of	of	ADP
dpc-1953	94	46	the	the	DET
dpc-1953	94	47	correct	correct	ADJ
dpc-1953	94	48	diagnosis	diagnosis	NOUN
dpc-1953	94	49	.	.	PUNCT
dpc-1953	95	1	black	black	ADJ
dpc-1953	95	2	color	color	NOUN
dpc-1953	95	3	denotes	denote	VERB
dpc-1953	95	4	the	the	DET
dpc-1953	95	5	categorization	categorization	NOUN
dpc-1953	95	6	as	as	ADP
dpc-1953	95	7	a	a	DET
dpc-1953	95	8	highly	highly	ADV
dpc-1953	95	9	relevant	relevant	ADJ
dpc-1953	95	10	differential	differential	ADJ
dpc-1953	95	11	diagnosis	diagnosis	NOUN
dpc-1953	95	12	,	,	PUNCT
dpc-1953	95	13	the	the	DET
dpc-1953	95	14	brightest	bright	ADJ
dpc-1953	95	15	gray	gray	ADJ
dpc-1953	95	16	as	as	SCONJ
dpc-1953	95	17	“	"	PUNCT
dpc-1953	95	18	excluded	exclude	VERB
dpc-1953	95	19	”	"	PUNCT
dpc-1953	95	20	.	.	PUNCT
dpc-1953	96	1	between	between	ADP
dpc-1953	96	2	the	the	DET
dpc-1953	96	3	pooled	pool	VERB
dpc-1953	96	4	ratings	rating	NOUN
dpc-1953	96	5	of	of	ADP
dpc-1953	96	6	the	the	DET
dpc-1953	96	7	residents	resident	NOUN
dpc-1953	96	8	and	and	CCONJ
dpc-1953	96	9	the	the	DET
dpc-1953	96	10	board	board	NOUN
dpc-1953	96	11	-	-	PUNCT
dpc-1953	96	12	certified	certify	VERB
dpc-1953	96	13	dermatologist	dermatologist	NOUN
dpc-1953	96	14	for	for	ADP
dpc-1953	96	15	different	different	ADJ
dpc-1953	96	16	subsections	subsection	NOUN
dpc-1953	96	17	of	of	ADP
dpc-1953	96	18	the	the	DET
dpc-1953	96	19	questionnaire	questionnaire	NOUN
dpc-1953	96	20	.	.	PUNCT
dpc-1953	97	1	inputs	input	NOUN
dpc-1953	97	2	for	for	ADP
dpc-1953	97	3	the	the	DET
dpc-1953	97	4	sections	section	NOUN
dpc-1953	97	5	“	"	PUNCT
dpc-1953	97	6	epidemiology	epidemiology	NOUN
dpc-1953	97	7	”	"	PUNCT
dpc-1953	97	8	and	and	CCONJ
dpc-1953	97	9	“	"	PUNCT
dpc-1953	97	10	signs	sign	NOUN
dpc-1953	97	11	&	&	CCONJ
dpc-1953	97	12	symptoms	symptom	NOUN
dpc-1953	97	13	”	"	PUNCT
dpc-1953	97	14	obtained	obtain	VERB
dpc-1953	97	15	the	the	DET
dpc-1953	97	16	highest	high	ADJ
dpc-1953	97	17	average	average	ADJ
dpc-1953	97	18	similarity	similarity	NOUN
dpc-1953	97	19	between	between	ADP
dpc-1953	97	20	residents	resident	NOUN
dpc-1953	97	21	and	and	CCONJ
dpc-1953	97	22	the	the	DET
dpc-1953	97	23	board	board	NOUN
dpc-1953	97	24	-	-	PUNCT
dpc-1953	97	25	certified	certify	VERB
dpc-1953	97	26	dermatologist	dermatologist	NOUN
dpc-1953	97	27	(	(	PUNCT
dpc-1953	97	28	dice	dice	VERB
dpc-1953	97	29	0.96	0.96	NUM
dpc-1953	97	30	,	,	PUNCT
dpc-1953	98	1	[	[	X
dpc-1953	98	2	95	95	NUM
dpc-1953	98	3	%	%	NOUN
dpc-1953	98	4	ci	ci	NOUN
dpc-1953	98	5	:	:	PUNCT
dpc-1953	98	6	0.94	0.94	NUM
dpc-1953	98	7	-	-	SYM
dpc-1953	98	8	0.97	0.97	NUM
dpc-1953	98	9	]	]	PUNCT
dpc-1953	98	10	and	and	CCONJ
dpc-1953	98	11	0.85	0.85	NUM
dpc-1953	98	12	[	[	SYM
dpc-1953	98	13	95	95	NUM
dpc-1953	98	14	%	%	NOUN
dpc-1953	98	15	ci	ci	NOUN
dpc-1953	98	16	:	:	PUNCT
dpc-1953	98	17	0.81	0.81	NUM
dpc-1953	98	18	-	-	SYM
dpc-1953	98	19	0.89	0.89	NUM
dpc-1953	98	20	]	]	PUNCT
dpc-1953	98	21	,	,	PUNCT
dpc-1953	98	22	respectively	respectively	ADV
dpc-1953	98	23	)	)	PUNCT
dpc-1953	98	24	.	.	PUNCT
dpc-1953	99	1	we	we	PRON
dpc-1953	99	2	observed	observe	VERB
dpc-1953	99	3	the	the	DET
dpc-1953	99	4	lowest	low	ADJ
dpc-1953	99	5	dice	dice	NOUN
dpc-1953	99	6	scores	score	NOUN
dpc-1953	99	7	for	for	ADP
dpc-1953	99	8	descriptions	description	NOUN
dpc-1953	99	9	of	of	ADP
dpc-1953	99	10	morphology	morphology	NOUN
dpc-1953	99	11	,	,	PUNCT
dpc-1953	99	12	arrangement	arrangement	NOUN
dpc-1953	99	13	and	and	CCONJ
dpc-1953	99	14	time	time	NOUN
dpc-1953	99	15	(	(	PUNCT
dpc-1953	99	16	table	table	NOUN
dpc-1953	99	17	2	2	NUM
dpc-1953	99	18	)	)	PUNCT
dpc-1953	99	19	.	.	PUNCT
dpc-1953	100	1	similarity	similarity	NOUN
dpc-1953	100	2	of	of	ADP
dpc-1953	100	3	inputs	input	NOUN
dpc-1953	100	4	regarding	regard	VERB
dpc-1953	100	5	morphology	morphology	NOUN
dpc-1953	100	6	and	and	CCONJ
dpc-1953	100	7	time	time	NOUN
dpc-1953	100	8	descriptions	description	NOUN
dpc-1953	100	9	for	for	ADP
dpc-1953	100	10	primary	primary	ADJ
dpc-1953	100	11	lesions	lesion	NOUN
dpc-1953	100	12	(	(	PUNCT
dpc-1953	100	13	“	"	PUNCT
dpc-1953	100	14	elevation	elevation	NOUN
dpc-1953	100	15	”	"	PUNCT
dpc-1953	100	16	,	,	PUNCT
dpc-1953	100	17	“	"	PUNCT
dpc-1953	100	18	plane	plane	NOUN
dpc-1953	100	19	”	"	PUNCT
dpc-1953	100	20	,	,	PUNCT
dpc-1953	100	21	“	"	PUNCT
dpc-1953	100	22	even	even	ADV
dpc-1953	100	23	”	"	PUNCT
dpc-1953	100	24	)	)	PUNCT
dpc-1953	100	25	and	and	CCONJ
dpc-1953	100	26	surface	surface	NOUN
dpc-1953	100	27	changes	change	NOUN
dpc-1953	100	28	(	(	PUNCT
dpc-1953	100	29	“	"	PUNCT
dpc-1953	100	30	crust	crust	NOUN
dpc-1953	100	31	”	"	PUNCT
dpc-1953	100	32	,	,	PUNCT
dpc-1953	100	33	“	"	PUNCT
dpc-1953	100	34	erosion	erosion	NOUN
dpc-1953	100	35	”	"	PUNCT
dpc-1953	100	36	)	)	PUNCT
dpc-1953	100	37	were	be	AUX
dpc-1953	100	38	used	use	VERB
dpc-1953	100	39	consistently	consistently	ADV
dpc-1953	100	40	,	,	PUNCT
dpc-1953	100	41	whereas	whereas	SCONJ
dpc-1953	100	42	descriptions	description	NOUN
dpc-1953	100	43	of	of	ADP
dpc-1953	100	44	consistency	consistency	NOUN
dpc-1953	100	45	(	(	PUNCT
dpc-1953	100	46	“	"	PUNCT
dpc-1953	100	47	firm	firm	NOUN
dpc-1953	100	48	”	"	PUNCT
dpc-1953	100	49	,	,	PUNCT
dpc-1953	100	50	“	"	PUNCT
dpc-1953	100	51	soft	soft	ADJ
dpc-1953	100	52	”	"	PUNCT
dpc-1953	100	53	,	,	PUNCT
dpc-1953	100	54	“	"	PUNCT
dpc-1953	100	55	indurated	indurate	VERB
dpc-1953	100	56	”	"	PUNCT
dpc-1953	100	57	)	)	PUNCT
dpc-1953	100	58	were	be	AUX
dpc-1953	100	59	more	more	ADV
dpc-1953	100	60	ambiguous	ambiguous	ADJ
dpc-1953	100	61	(	(	PUNCT
dpc-1953	100	62	supplementary	supplementary	ADJ
dpc-1953	100	63	figure	figure	NOUN
dpc-1953	100	64	2a	2a	NUM
dpc-1953	100	65	)	)	PUNCT
dpc-1953	100	66	.	.	PUNCT
dpc-1953	101	1	regarding	regard	VERB
dpc-1953	101	2	the	the	DET
dpc-1953	101	3	section	section	NOUN
dpc-1953	101	4	of	of	ADP
dpc-1953	101	5	time	time	NOUN
dpc-1953	101	6	and	and	CCONJ
dpc-1953	101	7	disease	disease	NOUN
dpc-1953	101	8	course	course	NOUN
dpc-1953	101	9	(	(	PUNCT
dpc-1953	101	10	suppl	suppl	PROPN
dpc-1953	101	11	.	.	PUNCT
dpc-1953	101	12	figure	figure	NOUN
dpc-1953	101	13	2	2	NUM
dpc-1953	101	14	b	b	NOUN
dpc-1953	101	15	)	)	PUNCT
dpc-1953	101	16	,	,	PUNCT
dpc-1953	101	17	the	the	DET
dpc-1953	101	18	terms	term	NOUN
dpc-1953	101	19	“	"	PUNCT
dpc-1953	101	20	recurrent	recurrent	NOUN
dpc-1953	101	21	”	"	PUNCT
dpc-1953	101	22	and	and	CCONJ
dpc-1953	101	23	“	"	PUNCT
dpc-1953	101	24	progressive	progressive	ADJ
dpc-1953	101	25	”	"	PUNCT
dpc-1953	101	26	were	be	AUX
dpc-1953	101	27	used	use	VERB
dpc-1953	101	28	consistently	consistently	ADV
dpc-1953	101	29	,	,	PUNCT
dpc-1953	101	30	while	while	SCONJ
dpc-1953	101	31	the	the	DET
dpc-1953	101	32	similarity	similarity	NOUN
dpc-1953	101	33	of	of	ADP
dpc-1953	101	34	inputs	input	NOUN
dpc-1953	101	35	for	for	ADP
dpc-1953	101	36	the	the	DET
dpc-1953	101	37	terms	term	NOUN
dpc-1953	101	38	“	"	PUNCT
dpc-1953	101	39	limited	limited	ADJ
dpc-1953	101	40	”	"	PUNCT
dpc-1953	101	41	,	,	PUNCT
dpc-1953	101	42	“	"	PUNCT
dpc-1953	101	43	self	self	NOUN
dpc-1953	101	44	-	-	PUNCT
dpc-1953	101	45	limited	limit	VERB
dpc-1953	101	46	”	"	PUNCT
dpc-1953	101	47	,	,	PUNCT
dpc-1953	101	48	and	and	CCONJ
dpc-1953	101	49	“	"	PUNCT
dpc-1953	101	50	transient	transient	NOUN
dpc-1953	101	51	”	"	PUNCT
dpc-1953	101	52	was	be	AUX
dpc-1953	101	53	rather	rather	ADV
dpc-1953	101	54	low	low	ADJ
dpc-1953	101	55	.	.	PUNCT
dpc-1953	102	1	influence	influence	NOUN
dpc-1953	102	2	of	of	ADP
dpc-1953	102	3	users	user	NOUN
dpc-1953	102	4	input	input	VERB
dpc-1953	102	5	on	on	ADP
dpc-1953	102	6	performance	performance	NOUN
dpc-1953	102	7	of	of	ADP
dpc-1953	102	8	the	the	DET
dpc-1953	102	9	algorithm	algorithm	NOUN
dpc-1953	102	10	complete	complete	ADJ
dpc-1953	102	11	omission	omission	NOUN
dpc-1953	102	12	of	of	ADP
dpc-1953	102	13	subsections	subsection	NOUN
dpc-1953	102	14	of	of	ADP
dpc-1953	102	15	the	the	DET
dpc-1953	102	16	questionnaire	questionnaire	NOUN
dpc-1953	102	17	deteriorated	deteriorate	VERB
dpc-1953	102	18	ranking	rank	VERB
dpc-1953	102	19	results	result	NOUN
dpc-1953	102	20	.	.	PUNCT
dpc-1953	103	1	the	the	DET
dpc-1953	103	2	decrease	decrease	NOUN
dpc-1953	103	3	in	in	ADP
dpc-1953	103	4	performance	performance	NOUN
dpc-1953	103	5	was	be	AUX
dpc-1953	103	6	most	most	ADV
dpc-1953	103	7	pronounced	pronounce	VERB
dpc-1953	103	8	for	for	ADP
dpc-1953	103	9	the	the	DET
dpc-1953	103	10	subsections	subsection	NOUN
dpc-1953	103	11	on	on	ADP
dpc-1953	103	12	anatomic	anatomic	ADJ
dpc-1953	103	13	site	site	NOUN
dpc-1953	103	14	and	and	CCONJ
dpc-1953	103	15	morphology	morphology	NOUN
dpc-1953	103	16	(	(	PUNCT
dpc-1953	103	17	figure	figure	NOUN
dpc-1953	103	18	3	3	NUM
dpc-1953	103	19	;	;	PUNCT
dpc-1953	103	20	supplementary	supplementary	ADJ
dpc-1953	103	21	table	table	NOUN
dpc-1953	103	22	3	3	NUM
dpc-1953	103	23	)	)	PUNCT
dpc-1953	103	24	.	.	PUNCT
dpc-1953	104	1	in	in	ADP
dpc-1953	104	2	a	a	DET
dpc-1953	104	3	small	small	ADJ
dpc-1953	104	4	pgy.4	pgy.4	NOUN
dpc-1953	104	5	a	a	DET
dpc-1953	104	6	ll	ll	NOUN
dpc-1953	104	7	er	er	INTJ
dpc-1953	104	8	g	g	NOUN
dpc-1953	104	9	ic	ic	PROPN
dpc-1953	104	10	a	a	DET
dpc-1953	104	11	u	u	NOUN
dpc-1953	104	12	to	to	ADP
dpc-1953	104	13	i	i	PRON
dpc-1953	104	14	m	m	VERB
dpc-1953	104	15	m	m	VERB
dpc-1953	104	16	u	u	NOUN
dpc-1953	104	17	n	n	PRON
dpc-1953	104	18	e	e	VERB
dpc-1953	104	19	be	be	VERB
dpc-1953	104	20	n	n	PRON
dpc-1953	104	21	ig	ig	PROPN
dpc-1953	105	1	n	n	NOUN
dpc-1953	105	2	ex	ex	ADJ
dpc-1953	105	3	o	o	NOUN
dpc-1953	105	4	g	g	NOUN
dpc-1953	105	5	en	en	INTJ
dpc-1953	105	6	o	o	X
dpc-1953	105	7	u	u	NOUN
dpc-1953	105	8	s	s	NOUN
dpc-1953	105	9	h	h	NOUN
dpc-1953	106	1	er	er	INTJ
dpc-1953	106	2	ed	ed	INTJ
dpc-1953	106	3	it	it	PRON
dpc-1953	106	4	a	a	DET
dpc-1953	106	5	ry	ry	NOUN
dpc-1953	106	6	in	in	ADP
dpc-1953	106	7	fe	fe	X
dpc-1953	107	1	ct	ct	PROPN
dpc-1953	107	2	io	io	PROPN
dpc-1953	107	3	n	n	PROPN
dpc-1953	107	4	s	s	PROPN
dpc-1953	107	5	in	in	ADP
dpc-1953	107	6	fl	fl	NUM
dpc-1953	107	7	a	a	DET
dpc-1953	107	8	m	m	NOUN
dpc-1953	107	9	m	m	VERB
dpc-1953	107	10	at	at	ADP
dpc-1953	107	11	o	o	PROPN
dpc-1953	107	12	ry	ry	INTJ
dpc-1953	107	13	m	m	PROPN
dpc-1953	107	14	a	a	DET
dpc-1953	107	15	li	li	PROPN
dpc-1953	107	16	g	g	PROPN
dpc-1953	107	17	n	n	PROPN
dpc-1953	107	18	a	a	PRON
dpc-1953	107	19	n	n	NOUN
dpc-1953	107	20	t	t	NOUN
dpc-1953	107	21	o	o	X
dpc-1953	107	22	th	th	INTJ
dpc-1953	107	23	er	er	INTJ
dpc-1953	107	24	epidemiology	epidemiology	NOUN
dpc-1953	107	25	arrangement	arrangement	NOUN
dpc-1953	107	26	localization	localization	NOUN
dpc-1953	107	27	similarity	similarity	NOUN
dpc-1953	107	28	dice	dice	VERB
dpc-1953	107	29	1.00	1.00	NUM
dpc-1953	107	30	0.75	0.75	NUM
dpc-1953	107	31	0.50	0.50	NUM
dpc-1953	107	32	0.25	0.25	NUM
dpc-1953	107	33	0.00	0.00	NUM
dpc-1953	107	34	morphology	morphology	NOUN
dpc-1953	107	35	color	color	NOUN
dpc-1953	107	36	time	time	NOUN
dpc-1953	107	37	signs	sign	NOUN
dpc-1953	107	38	and	and	CCONJ
dpc-1953	107	39	symptoms	symptom	NOUN
dpc-1953	107	40	cases	case	VERB
dpc-1953	107	41	pgy.3	pgy.3	PROPN
dpc-1953	107	42	pgy.2	pgy.2	NOUN
dpc-1953	107	43	pgy.1	pgy.1	PROPN
dpc-1953	107	44	pgy.4	pgy.4	PROPN
dpc-1953	108	1	pgy.3	pgy.3	PROPN
dpc-1953	108	2	pgy.2	pgy.2	NOUN
dpc-1953	108	3	pgy.1	pgy.1	PROPN
dpc-1953	108	4	pgy.4	pgy.4	PROPN
dpc-1953	108	5	pgy.3	pgy.3	PROPN
dpc-1953	108	6	pgy.2	pgy.2	NOUN
dpc-1953	108	7	pgy.1	pgy.1	PROPN
dpc-1953	108	8	pgy.4	pgy.4	PROPN
dpc-1953	108	9	pgy.3	pgy.3	PROPN
dpc-1953	108	10	pgy.2	pgy.2	NOUN
dpc-1953	108	11	pgy.1	pgy.1	PROPN
dpc-1953	108	12	pgy.4	pgy.4	PROPN
dpc-1953	108	13	pgy.3	pgy.3	PROPN
dpc-1953	108	14	pgy.2	pgy.2	NOUN
dpc-1953	108	15	pgy.1	pgy.1	PROPN
dpc-1953	108	16	pgy.4	pgy.4	PROPN
dpc-1953	108	17	pgy.3	pgy.3	PROPN
dpc-1953	108	18	pgy.2	pgy.2	NOUN
dpc-1953	108	19	pgy.1	pgy.1	PROPN
dpc-1953	108	20	pgy.4	pgy.4	PROPN
dpc-1953	108	21	pgy.3	pgy.3	PROPN
dpc-1953	108	22	pgy.2	pgy.2	NOUN
dpc-1953	108	23	pgy.1	pgy.1	PROPN
dpc-1953	108	24	figure	figure	NOUN
dpc-1953	108	25	2	2	NUM
dpc-1953	108	26	.	.	X
dpc-1953	108	27	similarity	similarity	NOUN
dpc-1953	108	28	of	of	ADP
dpc-1953	108	29	descriptions	description	NOUN
dpc-1953	108	30	of	of	ADP
dpc-1953	108	31	residents	resident	NOUN
dpc-1953	108	32	with	with	ADP
dpc-1953	108	33	the	the	DET
dpc-1953	108	34	corresponding	corresponding	ADJ
dpc-1953	108	35	descriptions	description	NOUN
dpc-1953	108	36	of	of	ADP
dpc-1953	108	37	a	a	DET
dpc-1953	108	38	board	board	NOUN
dpc-1953	108	39	-	-	PUNCT
dpc-1953	108	40	certified	certify	VERB
dpc-1953	108	41	dermatologist	dermatologist	NOUN
dpc-1953	108	42	according	accord	VERB
dpc-1953	108	43	to	to	ADP
dpc-1953	108	44	subsections	subsection	NOUN
dpc-1953	108	45	.	.	PUNCT
dpc-1953	109	1	columns	column	NOUN
dpc-1953	109	2	denote	denote	VERB
dpc-1953	109	3	a	a	DET
dpc-1953	109	4	single	single	ADJ
dpc-1953	109	5	case	case	NOUN
dpc-1953	109	6	,	,	PUNCT
dpc-1953	109	7	column	column	NOUN
dpc-1953	109	8	groups	group	NOUN
dpc-1953	109	9	denote	denote	VERB
dpc-1953	109	10	grouping	grouping	NOUN
dpc-1953	109	11	of	of	ADP
dpc-1953	109	12	cases	case	NOUN
dpc-1953	109	13	to	to	ADP
dpc-1953	109	14	a	a	DET
dpc-1953	109	15	diagnostic	diagnostic	ADJ
dpc-1953	109	16	category	category	NOUN
dpc-1953	109	17	.	.	PUNCT
dpc-1953	110	1	row	row	NOUN
dpc-1953	110	2	groups	group	NOUN
dpc-1953	110	3	denote	denote	VERB
dpc-1953	110	4	description	description	NOUN
dpc-1953	110	5	groups	group	NOUN
dpc-1953	110	6	within	within	ADP
dpc-1953	110	7	the	the	DET
dpc-1953	110	8	data	data	NOUN
dpc-1953	110	9	entry	entry	NOUN
dpc-1953	110	10	form	form	NOUN
dpc-1953	110	11	.	.	PUNCT
dpc-1953	111	1	original	original	ADJ
dpc-1953	111	2	article	article	NOUN
dpc-1953	111	3	|	|	ADV
dpc-1953	111	4	dermatol	dermatol	ADJ
dpc-1953	111	5	pract	pract	NOUN
dpc-1953	111	6	concept	concept	NOUN
dpc-1953	111	7	.	.	PUNCT
dpc-1953	112	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	112	2	5	5	NUM
dpc-1953	112	3	for	for	ADP
dpc-1953	112	4	primary	primary	ADJ
dpc-1953	112	5	care	care	NOUN
dpc-1953	112	6	and	and	CCONJ
dpc-1953	112	7	in	in	ADP
dpc-1953	112	8	the	the	DET
dpc-1953	112	9	setting	setting	NOUN
dpc-1953	112	10	of	of	ADP
dpc-1953	112	11	store	store	NOUN
dpc-1953	112	12	-	-	PUNCT
dpc-1953	112	13	and	and	CCONJ
dpc-1953	112	14	-	-	PUNCT
dpc-1953	112	15	forward	forward	NOUN
dpc-1953	112	16	tele	tele	NOUN
dpc-1953	112	17	-	-	PUNCT
dpc-1953	112	18	dermatology	dermatology	NOUN
dpc-1953	112	19	[	[	X
dpc-1953	112	20	18,25	18,25	NUM
dpc-1953	112	21	]	]	PUNCT
dpc-1953	112	22	.	.	PUNCT
dpc-1953	113	1	we	we	PRON
dpc-1953	113	2	further	far	ADV
dpc-1953	113	3	demonstrate	demonstrate	VERB
dpc-1953	113	4	that	that	SCONJ
dpc-1953	113	5	human	human	ADJ
dpc-1953	113	6	understandable	understandable	ADJ
dpc-1953	113	7	symbolic	symbolic	PROPN
dpc-1953	113	8	ai	ai	AUX
dpc-1953	113	9	fed	feed	VERB
dpc-1953	113	10	by	by	ADP
dpc-1953	113	11	human	human	ADJ
dpc-1953	113	12	inputs	input	NOUN
dpc-1953	113	13	could	could	AUX
dpc-1953	113	14	be	be	AUX
dpc-1953	113	15	a	a	DET
dpc-1953	113	16	worthwhile	worthwhile	ADJ
dpc-1953	113	17	alternative	alternative	NOUN
dpc-1953	113	18	to	to	ADP
dpc-1953	113	19	deep	deep	ADJ
dpc-1953	113	20	learning	learning	NOUN
dpc-1953	113	21	algorithms	algorithm	NOUN
dpc-1953	113	22	for	for	ADP
dpc-1953	113	23	image	image	NOUN
dpc-1953	113	24	based	base	VERB
dpc-1953	113	25	diagnostic	diagnostic	ADJ
dpc-1953	113	26	dermatology	dermatology	NOUN
dpc-1953	113	27	.	.	PUNCT
dpc-1953	114	1	in	in	ADP
dpc-1953	114	2	contrast	contrast	NOUN
dpc-1953	114	3	to	to	ADP
dpc-1953	114	4	deep	deep	ADJ
dpc-1953	114	5	learning	learning	NOUN
dpc-1953	114	6	,	,	PUNCT
dpc-1953	114	7	the	the	DET
dpc-1953	114	8	rules	rule	NOUN
dpc-1953	114	9	of	of	ADP
dpc-1953	114	10	symbolic	symbolic	ADJ
dpc-1953	114	11	ai	ai	VERB
dpc-1953	114	12	are	be	AUX
dpc-1953	114	13	derived	derive	VERB
dpc-1953	114	14	from	from	ADP
dpc-1953	114	15	expert	expert	ADJ
dpc-1953	114	16	knowledge	knowledge	NOUN
dpc-1953	114	17	,	,	PUNCT
dpc-1953	114	18	which	which	PRON
dpc-1953	114	19	facilitates	facilitate	VERB
dpc-1953	114	20	explainability	explainability	NOUN
dpc-1953	114	21	.	.	PUNCT
dpc-1953	115	1	aside	aside	ADV
dpc-1953	115	2	from	from	ADP
dpc-1953	115	3	that	that	PRON
dpc-1953	115	4	,	,	PUNCT
dpc-1953	115	5	the	the	DET
dpc-1953	115	6	rules	rule	NOUN
dpc-1953	115	7	can	can	AUX
dpc-1953	115	8	be	be	AUX
dpc-1953	115	9	easily	easily	ADV
dpc-1953	115	10	adjusted	adjust	VERB
dpc-1953	115	11	,	,	PUNCT
dpc-1953	115	12	if	if	SCONJ
dpc-1953	115	13	errors	error	NOUN
dpc-1953	115	14	occur	occur	VERB
dpc-1953	115	15	.	.	PUNCT
dpc-1953	116	1	the	the	DET
dpc-1953	116	2	disadvantage	disadvantage	NOUN
dpc-1953	116	3	of	of	ADP
dpc-1953	116	4	this	this	DET
dpc-1953	116	5	approach	approach	NOUN
dpc-1953	116	6	,	,	PUNCT
dpc-1953	116	7	however	however	ADV
dpc-1953	116	8	,	,	PUNCT
dpc-1953	116	9	is	be	AUX
dpc-1953	116	10	the	the	DET
dpc-1953	116	11	reproducibility	reproducibility	NOUN
dpc-1953	116	12	of	of	ADP
dpc-1953	116	13	human	human	ADJ
dpc-1953	116	14	inputs	input	NOUN
dpc-1953	116	15	.	.	PUNCT
dpc-1953	117	1	to	to	PART
dpc-1953	117	2	better	well	ADV
dpc-1953	117	3	pin	pin	VERB
dpc-1953	117	4	down	down	ADP
dpc-1953	117	5	potential	potential	ADJ
dpc-1953	117	6	sources	source	NOUN
dpc-1953	117	7	of	of	ADP
dpc-1953	117	8	noise	noise	NOUN
dpc-1953	117	9	and	and	CCONJ
dpc-1953	117	10	bias	bias	NOUN
dpc-1953	117	11	introduced	introduce	VERB
dpc-1953	117	12	by	by	ADP
dpc-1953	117	13	user	user	NOUN
dpc-1953	117	14	inputs	input	NOUN
dpc-1953	117	15	,	,	PUNCT
dpc-1953	117	16	we	we	PRON
dpc-1953	117	17	studied	study	VERB
dpc-1953	117	18	the	the	DET
dpc-1953	117	19	impact	impact	NOUN
dpc-1953	117	20	of	of	ADP
dpc-1953	117	21	user	user	NOUN
dpc-1953	117	22	expertise	expertise	NOUN
dpc-1953	117	23	on	on	ADP
dpc-1953	117	24	ranking	rank	VERB
dpc-1953	117	25	and	and	CCONJ
dpc-1953	117	26	the	the	DET
dpc-1953	117	27	similarity	similarity	NOUN
dpc-1953	117	28	of	of	ADP
dpc-1953	117	29	user	user	NOUN
dpc-1953	117	30	inputs	input	NOUN
dpc-1953	117	31	for	for	ADP
dpc-1953	117	32	corresponding	corresponding	ADJ
dpc-1953	117	33	cases	case	NOUN
dpc-1953	117	34	.	.	PUNCT
dpc-1953	118	1	finally	finally	ADV
dpc-1953	118	2	,	,	PUNCT
dpc-1953	118	3	we	we	PRON
dpc-1953	118	4	also	also	ADV
dpc-1953	118	5	performed	perform	VERB
dpc-1953	118	6	a	a	DET
dpc-1953	118	7	sensitivity	sensitivity	NOUN
dpc-1953	118	8	analysis	analysis	NOUN
dpc-1953	118	9	to	to	PART
dpc-1953	118	10	test	test	VERB
dpc-1953	118	11	the	the	DET
dpc-1953	118	12	robustness	robustness	NOUN
dpc-1953	118	13	of	of	ADP
dpc-1953	118	14	rankings	ranking	NOUN
dpc-1953	118	15	if	if	SCONJ
dpc-1953	118	16	parts	part	NOUN
dpc-1953	118	17	of	of	ADP
dpc-1953	118	18	the	the	DET
dpc-1953	118	19	clinical	clinical	ADJ
dpc-1953	118	20	description	description	NOUN
dpc-1953	118	21	are	be	AUX
dpc-1953	118	22	either	either	CCONJ
dpc-1953	118	23	missing	missing	ADJ
dpc-1953	118	24	or	or	CCONJ
dpc-1953	118	25	misleading	misleading	ADJ
dpc-1953	118	26	.	.	PUNCT
dpc-1953	119	1	in	in	ADP
dpc-1953	119	2	this	this	DET
dpc-1953	119	3	respect	respect	NOUN
dpc-1953	119	4	,	,	PUNCT
dpc-1953	119	5	we	we	PRON
dpc-1953	119	6	found	find	VERB
dpc-1953	119	7	that	that	SCONJ
dpc-1953	119	8	the	the	DET
dpc-1953	119	9	algorithm	algorithm	NOUN
dpc-1953	119	10	is	be	AUX
dpc-1953	119	11	most	most	ADV
dpc-1953	119	12	vulnerable	vulnerable	ADJ
dpc-1953	119	13	to	to	ADP
dpc-1953	119	14	omissions	omission	NOUN
dpc-1953	119	15	of	of	ADP
dpc-1953	119	16	sections	section	NOUN
dpc-1953	119	17	regarding	regard	VERB
dpc-1953	119	18	morphology	morphology	NOUN
dpc-1953	119	19	and	and	CCONJ
dpc-1953	119	20	localization	localization	NOUN
dpc-1953	119	21	.	.	PUNCT
dpc-1953	120	1	we	we	PRON
dpc-1953	120	2	further	far	ADV
dpc-1953	120	3	found	find	VERB
dpc-1953	120	4	that	that	SCONJ
dpc-1953	120	5	the	the	DET
dpc-1953	120	6	rank	rank	NOUN
dpc-1953	120	7	of	of	ADP
dpc-1953	120	8	the	the	DET
dpc-1953	120	9	correct	correct	ADJ
dpc-1953	120	10	diagnosis	diagnosis	NOUN
dpc-1953	120	11	significantly	significantly	ADV
dpc-1953	120	12	decreased	decrease	VERB
dpc-1953	120	13	if	if	SCONJ
dpc-1953	120	14	less	less	ADV
dpc-1953	120	15	experienced	experienced	ADJ
dpc-1953	120	16	users	user	NOUN
dpc-1953	120	17	were	be	AUX
dpc-1953	120	18	responsible	responsible	ADJ
dpc-1953	120	19	for	for	ADP
dpc-1953	120	20	the	the	DET
dpc-1953	120	21	input	input	NOUN
dpc-1953	120	22	.	.	PUNCT
dpc-1953	121	1	in	in	ADP
dpc-1953	121	2	some	some	DET
dpc-1953	121	3	cases	case	NOUN
dpc-1953	121	4	,	,	PUNCT
dpc-1953	121	5	the	the	DET
dpc-1953	121	6	correct	correct	ADJ
dpc-1953	121	7	diagnosis	diagnosis	NOUN
dpc-1953	121	8	was	be	AUX
dpc-1953	121	9	subgroup	subgroup	NOUN
dpc-1953	121	10	of	of	ADP
dpc-1953	121	11	vignettes	vignette	NOUN
dpc-1953	121	12	,	,	PUNCT
dpc-1953	121	13	omission	omission	NOUN
dpc-1953	121	14	of	of	ADP
dpc-1953	121	15	inputs	input	NOUN
dpc-1953	121	16	on	on	ADP
dpc-1953	121	17	morphology	morphology	NOUN
dpc-1953	121	18	and	and	CCONJ
dpc-1953	121	19	color	color	NOUN
dpc-1953	121	20	from	from	ADP
dpc-1953	121	21	novices	novice	NOUN
dpc-1953	121	22	improved	improve	VERB
dpc-1953	121	23	the	the	DET
dpc-1953	121	24	rankings	ranking	NOUN
dpc-1953	121	25	.	.	PUNCT
dpc-1953	122	1	conclusions	conclusion	NOUN
dpc-1953	122	2	in	in	ADP
dpc-1953	122	3	this	this	DET
dpc-1953	122	4	pilot	pilot	NOUN
dpc-1953	122	5	study	study	NOUN
dpc-1953	122	6	we	we	PRON
dpc-1953	122	7	conducted	conduct	VERB
dpc-1953	122	8	an	an	DET
dpc-1953	122	9	experimental	experimental	ADJ
dpc-1953	122	10	validation	validation	NOUN
dpc-1953	122	11	of	of	ADP
dpc-1953	122	12	a	a	DET
dpc-1953	122	13	simple	simple	ADJ
dpc-1953	122	14	diagnosis	diagnosis	NOUN
dpc-1953	122	15	ranking	rank	VERB
dpc-1953	122	16	algorithm	algorithm	NOUN
dpc-1953	122	17	based	base	VERB
dpc-1953	122	18	on	on	ADP
dpc-1953	122	19	comprehensive	comprehensive	ADJ
dpc-1953	122	20	and	and	CCONJ
dpc-1953	122	21	structured	structured	ADJ
dpc-1953	122	22	clinical	clinical	ADJ
dpc-1953	122	23	descriptions	description	NOUN
dpc-1953	122	24	provided	provide	VERB
dpc-1953	122	25	by	by	ADP
dpc-1953	122	26	physicians	physician	NOUN
dpc-1953	122	27	.	.	PUNCT
dpc-1953	123	1	if	if	SCONJ
dpc-1953	123	2	applied	apply	VERB
dpc-1953	123	3	by	by	ADP
dpc-1953	123	4	an	an	DET
dpc-1953	123	5	experienced	experienced	ADJ
dpc-1953	123	6	user	user	NOUN
dpc-1953	123	7	,	,	PUNCT
dpc-1953	123	8	the	the	DET
dpc-1953	123	9	algorithm	algorithm	NOUN
dpc-1953	123	10	top	top	ADV
dpc-1953	123	11	-	-	PUNCT
dpc-1953	123	12	ranked	rank	VERB
dpc-1953	123	13	the	the	DET
dpc-1953	123	14	correct	correct	ADJ
dpc-1953	123	15	diagnosis	diagnosis	NOUN
dpc-1953	123	16	in	in	ADP
dpc-1953	123	17	the	the	DET
dpc-1953	123	18	majority	majority	NOUN
dpc-1953	123	19	of	of	ADP
dpc-1953	123	20	cases	case	NOUN
dpc-1953	123	21	.	.	PUNCT
dpc-1953	124	1	the	the	DET
dpc-1953	124	2	median	median	ADJ
dpc-1953	124	3	rank	rank	NOUN
dpc-1953	124	4	of	of	ADP
dpc-1953	124	5	the	the	DET
dpc-1953	124	6	correct	correct	ADJ
dpc-1953	124	7	diagnosis	diagnosis	NOUN
dpc-1953	124	8	was	be	AUX
dpc-1953	124	9	not	not	PART
dpc-1953	124	10	below	below	ADP
dpc-1953	124	11	the	the	DET
dpc-1953	124	12	fifth	fifth	ADJ
dpc-1953	124	13	position	position	NOUN
dpc-1953	124	14	even	even	ADV
dpc-1953	124	15	for	for	ADP
dpc-1953	124	16	the	the	DET
dpc-1953	124	17	least	least	ADJ
dpc-1953	124	18	experienced	experienced	ADJ
dpc-1953	124	19	participant	participant	NOUN
dpc-1953	124	20	(	(	PUNCT
dpc-1953	124	21	figure	figure	NOUN
dpc-1953	124	22	1	1	NUM
dpc-1953	124	23	)	)	PUNCT
dpc-1953	124	24	.	.	PUNCT
dpc-1953	125	1	this	this	PRON
dpc-1953	125	2	means	mean	VERB
dpc-1953	125	3	that	that	SCONJ
dpc-1953	125	4	in	in	ADP
dpc-1953	125	5	a	a	DET
dpc-1953	125	6	typical	typical	ADJ
dpc-1953	125	7	use	use	NOUN
dpc-1953	125	8	case	case	NOUN
dpc-1953	125	9	the	the	DET
dpc-1953	125	10	correct	correct	ADJ
dpc-1953	125	11	diagnosis	diagnosis	NOUN
dpc-1953	125	12	will	will	AUX
dpc-1953	125	13	be	be	AUX
dpc-1953	125	14	included	include	VERB
dpc-1953	125	15	in	in	ADP
dpc-1953	125	16	the	the	DET
dpc-1953	125	17	first	first	ADJ
dpc-1953	125	18	eight	eight	NUM
dpc-1953	125	19	ranked	rank	VERB
dpc-1953	125	20	diagnoses	diagnosis	NOUN
dpc-1953	125	21	.	.	PUNCT
dpc-1953	126	1	the	the	DET
dpc-1953	126	2	measured	measured	ADJ
dpc-1953	126	3	accuracy	accuracy	NOUN
dpc-1953	126	4	of	of	ADP
dpc-1953	126	5	our	our	PRON
dpc-1953	126	6	approach	approach	NOUN
dpc-1953	126	7	outperformed	outperform	VERB
dpc-1953	126	8	similar	similar	ADJ
dpc-1953	126	9	algorithms	algorithm	NOUN
dpc-1953	126	10	in	in	ADP
dpc-1953	126	11	general	general	ADJ
dpc-1953	126	12	medicine	medicine	NOUN
dpc-1953	126	13	,	,	PUNCT
dpc-1953	126	14	in	in	ADP
dpc-1953	126	15	which	which	PRON
dpc-1953	126	16	the	the	DET
dpc-1953	126	17	top-5	top-5	PUNCT
dpc-1953	126	18	results	result	NOUN
dpc-1953	126	19	included	include	VERB
dpc-1953	126	20	the	the	DET
dpc-1953	126	21	correct	correct	ADJ
dpc-1953	126	22	diagnosis	diagnosis	NOUN
dpc-1953	126	23	in	in	ADP
dpc-1953	126	24	about	about	ADV
dpc-1953	126	25	50	50	NUM
dpc-1953	126	26	%	%	NOUN
dpc-1953	126	27	of	of	ADP
dpc-1953	126	28	cases	case	NOUN
dpc-1953	126	29	[	[	X
dpc-1953	126	30	24	24	NUM
dpc-1953	126	31	]	]	PUNCT
dpc-1953	126	32	.	.	PUNCT
dpc-1953	127	1	our	our	PRON
dpc-1953	127	2	results	result	NOUN
dpc-1953	127	3	are	be	AUX
dpc-1953	127	4	in	in	ADP
dpc-1953	127	5	line	line	NOUN
dpc-1953	127	6	with	with	ADP
dpc-1953	127	7	other	other	ADJ
dpc-1953	127	8	promising	promising	ADJ
dpc-1953	127	9	reports	report	NOUN
dpc-1953	127	10	of	of	ADP
dpc-1953	127	11	clinical	clinical	ADJ
dpc-1953	127	12	decision	decision	NOUN
dpc-1953	127	13	support	support	NOUN
dpc-1953	127	14	systems	system	NOUN
dpc-1953	127	15	for	for	ADP
dpc-1953	127	16	dermatology	dermatology	NOUN
dpc-1953	127	17	and	and	CCONJ
dpc-1953	127	18	provide	provide	VERB
dpc-1953	127	19	further	further	ADJ
dpc-1953	127	20	evidence	evidence	NOUN
dpc-1953	127	21	that	that	SCONJ
dpc-1953	127	22	a	a	DET
dpc-1953	127	23	logic	logic	NOUN
dpc-1953	127	24	-	-	PUNCT
dpc-1953	127	25	based	base	VERB
dpc-1953	127	26	,	,	PUNCT
dpc-1953	127	27	interactive	interactive	ADJ
dpc-1953	127	28	diagnosis	diagnosis	NOUN
dpc-1953	127	29	ranking	rank	VERB
dpc-1953	127	30	algorithm	algorithm	NOUN
dpc-1953	127	31	may	may	AUX
dpc-1953	127	32	be	be	AUX
dpc-1953	127	33	a	a	DET
dpc-1953	127	34	useful	useful	ADJ
dpc-1953	127	35	tool	tool	NOUN
dpc-1953	127	36	in	in	ADP
dpc-1953	127	37	clinical	clinical	ADJ
dpc-1953	127	38	practice	practice	NOUN
dpc-1953	127	39	,	,	PUNCT
dpc-1953	127	40	especially	especially	ADV
dpc-1953	127	41	512	512	NUM
dpc-1953	127	42	novices	novice	NOUN
dpc-1953	127	43	(	(	PUNCT
dpc-1953	127	44	pgy1	pgy1	ADJ
dpc-1953	127	45	pgy2	pgy2	NOUN
dpc-1953	127	46	)	)	PUNCT
dpc-1953	127	47	experienced	experience	VERB
dpc-1953	127	48	(	(	PUNCT
dpc-1953	127	49	pgy3	pgy3	PROPN
dpc-1953	127	50	board	board	NOUN
dpc-1953	127	51	certified	certify	VERB
dpc-1953	127	52	)	)	PUNCT
dpc-1953	127	53	256	256	NUM
dpc-1953	127	54	128	128	NUM
dpc-1953	127	55	64	64	NUM
dpc-1953	127	56	32	32	NUM
dpc-1953	127	57	16	16	NUM
dpc-1953	127	58	8	8	NUM
dpc-1953	127	59	4	4	NUM
dpc-1953	127	60	2	2	NUM
dpc-1953	127	61	ch	ch	NOUN
dpc-1953	127	62	a	a	NOUN
dpc-1953	127	63	n	n	NOUN
dpc-1953	127	64	g	g	NOUN
dpc-1953	127	65	e	e	NOUN
dpc-1953	127	66	o	o	X
dpc-1953	127	67	f	f	X
dpc-1953	127	68	ra	ra	PROPN
dpc-1953	128	1	n	n	INTJ
dpc-1953	128	2	ki	ki	PROPN
dpc-1953	128	3	n	n	PRON
dpc-1953	128	4	g	g	PROPN
dpc-1953	128	5	(	(	PUNCT
dpc-1953	128	6	c	c	NOUN
dpc-1953	128	7	o	o	PROPN
dpc-1953	128	8	rr	rr	PROPN
dpc-1953	129	1	ec	ec	PROPN
dpc-1953	129	2	t	t	PROPN
dpc-1953	129	3	d	d	PROPN
dpc-1953	129	4	ia	ia	PROPN
dpc-1953	129	5	g	g	PROPN
dpc-1953	129	6	n	n	ADV
dpc-1953	129	7	o	o	X
dpc-1953	129	8	si	si	X
dpc-1953	129	9	s	s	PROPN
dpc-1953	129	10	)	)	PUNCT
dpc-1953	129	11	0	0	NUM
dpc-1953	130	1	-2	-2	INTJ
dpc-1953	130	2	-4	-4	INTJ
dpc-1953	131	1	-8	-8	NUM
dpc-1953	131	2	-16	-16	PROPN
dpc-1953	131	3	-32	-32	PUNCT
dpc-1953	131	4	-64	-64	PUNCT
dpc-1953	131	5	-128	-128	PROPN
dpc-1953	131	6	epid	epid	ADJ
dpc-1953	131	7	emio	emio	NOUN
dpc-1953	131	8	logy	logy	NOUN
dpc-1953	131	9	arrangement	arrangement	NOUN
dpc-1953	131	10	localizatio	localizatio	NOUN
dpc-1953	131	11	n	n	PRON
dpc-1953	131	12	morphology	morphology	NOUN
dpc-1953	131	13	color	color	NOUN
dpc-1953	131	14	tim	tim	PROPN
dpc-1953	131	15	e	e	NOUN
dpc-1953	131	16	sig	sig	NOUN
dpc-1953	131	17	ns	ns	NUM
dpc-1953	131	18	symptoms	symptom	NOUN
dpc-1953	131	19	epid	epid	ADJ
dpc-1953	131	20	emio	emio	NOUN
dpc-1953	131	21	logy	logy	NOUN
dpc-1953	131	22	omitted	omit	VERB
dpc-1953	131	23	questionnaire	questionnaire	NOUN
dpc-1953	131	24	section	section	NOUN
dpc-1953	131	25	arrangement	arrangement	NOUN
dpc-1953	131	26	localizatio	localizatio	NOUN
dpc-1953	131	27	n	n	PRON
dpc-1953	131	28	morphology	morphology	NOUN
dpc-1953	131	29	color	color	NOUN
dpc-1953	131	30	tim	tim	PROPN
dpc-1953	131	31	e	e	NOUN
dpc-1953	131	32	sig	sig	NOUN
dpc-1953	131	33	ns	ns	NUM
dpc-1953	131	34	symptoms	symptom	NOUN
dpc-1953	131	35	figure	figure	VERB
dpc-1953	131	36	3	3	NUM
dpc-1953	131	37	.	.	PUNCT
dpc-1953	131	38	rank	rank	NOUN
dpc-1953	131	39	changes	change	NOUN
dpc-1953	131	40	after	after	ADP
dpc-1953	131	41	omission	omission	NOUN
dpc-1953	131	42	of	of	ADP
dpc-1953	131	43	specific	specific	ADJ
dpc-1953	131	44	subsections	subsection	NOUN
dpc-1953	131	45	of	of	ADP
dpc-1953	131	46	the	the	DET
dpc-1953	131	47	questionnaire	questionnaire	NOUN
dpc-1953	131	48	.	.	PUNCT
dpc-1953	132	1	participants	participant	NOUN
dpc-1953	132	2	were	be	AUX
dpc-1953	132	3	grouped	group	VERB
dpc-1953	132	4	according	accord	VERB
dpc-1953	132	5	to	to	ADP
dpc-1953	132	6	experience	experience	NOUN
dpc-1953	132	7	into	into	ADP
dpc-1953	132	8	novices	novice	NOUN
dpc-1953	132	9	(	(	PUNCT
dpc-1953	132	10	left	leave	VERB
dpc-1953	132	11	panel	panel	NOUN
dpc-1953	132	12	;	;	PUNCT
dpc-1953	132	13	pgy-1	pgy-1	NUM
dpc-1953	132	14	and	and	CCONJ
dpc-1953	132	15	pgy-2	pgy-2	NOUN
dpc-1953	132	16	)	)	PUNCT
dpc-1953	132	17	and	and	CCONJ
dpc-1953	132	18	experienced	experienced	ADJ
dpc-1953	132	19	users	user	NOUN
dpc-1953	132	20	(	(	PUNCT
dpc-1953	132	21	right	right	ADJ
dpc-1953	132	22	panel	panel	NOUN
dpc-1953	132	23	;	;	PUNCT
dpc-1953	132	24	pgy-3	pgy-3	X
dpc-1953	132	25	,	,	PUNCT
dpc-1953	132	26	pgy-4	pgy-4	PUNCT
dpc-1953	132	27	and	and	CCONJ
dpc-1953	132	28	board	board	NOUN
dpc-1953	132	29	-	-	PUNCT
dpc-1953	132	30	certified	certify	VERB
dpc-1953	132	31	dermatologist	dermatologist	NOUN
dpc-1953	132	32	)	)	PUNCT
dpc-1953	132	33	.	.	PUNCT
dpc-1953	133	1	dots	dot	NOUN
dpc-1953	133	2	denote	denote	VERB
dpc-1953	133	3	change	change	NOUN
dpc-1953	133	4	of	of	ADP
dpc-1953	133	5	rank	rank	NOUN
dpc-1953	133	6	of	of	ADP
dpc-1953	133	7	the	the	DET
dpc-1953	133	8	correct	correct	ADJ
dpc-1953	133	9	diagnosis	diagnosis	NOUN
dpc-1953	133	10	for	for	ADP
dpc-1953	133	11	one	one	NUM
dpc-1953	133	12	query	query	NOUN
dpc-1953	133	13	of	of	ADP
dpc-1953	133	14	one	one	NUM
dpc-1953	133	15	user	user	NOUN
dpc-1953	133	16	,	,	PUNCT
dpc-1953	133	17	boxplots	boxplot	NOUN
dpc-1953	133	18	denote	denote	VERB
dpc-1953	133	19	median	median	NOUN
dpc-1953	133	20	and	and	CCONJ
dpc-1953	133	21	iqr	iqr	NOUN
dpc-1953	133	22	.	.	PUNCT
dpc-1953	134	1	the	the	DET
dpc-1953	134	2	green	green	ADJ
dpc-1953	134	3	area	area	NOUN
dpc-1953	134	4	highlights	highlight	NOUN
dpc-1953	134	5	changes	change	NOUN
dpc-1953	134	6	to	to	ADP
dpc-1953	134	7	a	a	DET
dpc-1953	134	8	better	well	ADJ
dpc-1953	134	9	position	position	NOUN
dpc-1953	134	10	,	,	PUNCT
dpc-1953	134	11	the	the	DET
dpc-1953	134	12	red	red	ADJ
dpc-1953	134	13	area	area	NOUN
dpc-1953	134	14	to	to	ADP
dpc-1953	134	15	a	a	DET
dpc-1953	134	16	worse	bad	ADJ
dpc-1953	134	17	position	position	NOUN
dpc-1953	134	18	.	.	PUNCT
dpc-1953	135	1	iqr	iqr	PROPN
dpc-1953	136	1	=	=	NOUN
dpc-1953	136	2	interquartile	interquartile	NOUN
dpc-1953	136	3	range	range	NOUN
dpc-1953	136	4	;	;	PUNCT
dpc-1953	136	5	pgy	pgy	NOUN
dpc-1953	136	6	=	=	SYM
dpc-1953	136	7	post	post	ADJ
dpc-1953	136	8	-	-	ADJ
dpc-1953	136	9	graduate	graduate	ADJ
dpc-1953	136	10	year	year	NOUN
dpc-1953	136	11	of	of	ADP
dpc-1953	136	12	dermatology	dermatology	NOUN
dpc-1953	136	13	residency	residency	NOUN
dpc-1953	136	14	.	.	PUNCT
dpc-1953	137	1	6	6	NUM
dpc-1953	137	2	original	original	ADJ
dpc-1953	137	3	article	article	NOUN
dpc-1953	137	4	|	|	ADV
dpc-1953	137	5	dermatol	dermatol	ADJ
dpc-1953	137	6	pract	pract	NOUN
dpc-1953	137	7	concept	concept	NOUN
dpc-1953	137	8	.	.	PUNCT
dpc-1953	138	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	138	2	even	even	ADV
dpc-1953	138	3	excluded	exclude	VERB
dpc-1953	138	4	(	(	PUNCT
dpc-1953	138	5	figure	figure	NOUN
dpc-1953	138	6	1	1	NUM
dpc-1953	138	7	)	)	PUNCT
dpc-1953	138	8	.	.	PUNCT
dpc-1953	139	1	as	as	SCONJ
dpc-1953	139	2	the	the	DET
dpc-1953	139	3	cdra	cdra	PROPN
dpc-1953	139	4	is	be	AUX
dpc-1953	139	5	structured	structure	VERB
dpc-1953	139	6	in	in	ADP
dpc-1953	139	7	sections	section	NOUN
dpc-1953	139	8	simulating	simulate	VERB
dpc-1953	139	9	a	a	DET
dpc-1953	139	10	bottom	bottom	ADJ
dpc-1953	139	11	-	-	PUNCT
dpc-1953	139	12	up	up	ADP
dpc-1953	139	13	dermatologic	dermatologic	ADJ
dpc-1953	139	14	work	work	NOUN
dpc-1953	139	15	-	-	PUNCT
dpc-1953	139	16	up	up	NOUN
dpc-1953	139	17	starting	start	VERB
dpc-1953	139	18	with	with	ADP
dpc-1953	139	19	descriptions	description	NOUN
dpc-1953	139	20	of	of	ADP
dpc-1953	139	21	primary	primary	ADJ
dpc-1953	139	22	lesions	lesion	NOUN
dpc-1953	139	23	,	,	PUNCT
dpc-1953	139	24	we	we	PRON
dpc-1953	139	25	were	be	AUX
dpc-1953	139	26	able	able	ADJ
dpc-1953	139	27	to	to	PART
dpc-1953	139	28	decipher	decipher	VERB
dpc-1953	139	29	the	the	DET
dpc-1953	139	30	reasons	reason	NOUN
dpc-1953	139	31	for	for	ADP
dpc-1953	139	32	these	these	DET
dpc-1953	139	33	errors	error	NOUN
dpc-1953	139	34	in	in	ADP
dpc-1953	139	35	most	most	ADJ
dpc-1953	139	36	cases	case	NOUN
dpc-1953	139	37	.	.	PUNCT
dpc-1953	140	1	considering	consider	VERB
dpc-1953	140	2	the	the	DET
dpc-1953	140	3	inputs	input	NOUN
dpc-1953	140	4	of	of	ADP
dpc-1953	140	5	the	the	DET
dpc-1953	140	6	board	board	NOUN
dpc-1953	140	7	-	-	PUNCT
dpc-1953	140	8	certified	certify	VERB
dpc-1953	140	9	dermatologist	dermatologist	NOUN
dpc-1953	140	10	as	as	SCONJ
dpc-1953	140	11	the	the	DET
dpc-1953	140	12	reference	reference	NOUN
dpc-1953	140	13	standard	standard	NOUN
dpc-1953	140	14	,	,	PUNCT
dpc-1953	140	15	the	the	DET
dpc-1953	140	16	residents	resident	NOUN
dpc-1953	140	17	’	’	PART
dpc-1953	140	18	descriptions	description	NOUN
dpc-1953	140	19	were	be	AUX
dpc-1953	140	20	most	most	ADV
dpc-1953	140	21	similar	similar	ADJ
dpc-1953	140	22	to	to	ADP
dpc-1953	140	23	the	the	DET
dpc-1953	140	24	reference	reference	NOUN
dpc-1953	140	25	standard	standard	NOUN
dpc-1953	140	26	for	for	ADP
dpc-1953	140	27	questions	question	NOUN
dpc-1953	140	28	regarding	regard	VERB
dpc-1953	140	29	epidemiology	epidemiology	NOUN
dpc-1953	140	30	,	,	PUNCT
dpc-1953	140	31	age	age	NOUN
dpc-1953	140	32	group	group	NOUN
dpc-1953	140	33	,	,	PUNCT
dpc-1953	140	34	skin	skin	NOUN
dpc-1953	140	35	type	type	NOUN
dpc-1953	140	36	,	,	PUNCT
dpc-1953	140	37	and	and	CCONJ
dpc-1953	140	38	additional	additional	ADJ
dpc-1953	140	39	symptoms	symptom	NOUN
dpc-1953	140	40	(	(	PUNCT
dpc-1953	140	41	figure	figure	NOUN
dpc-1953	140	42	2	2	NUM
dpc-1953	140	43	)	)	PUNCT
dpc-1953	140	44	.	.	PUNCT
dpc-1953	141	1	not	not	PART
dpc-1953	141	2	unexpectedly	unexpectedly	ADV
dpc-1953	141	3	,	,	PUNCT
dpc-1953	141	4	the	the	DET
dpc-1953	141	5	most	most	ADV
dpc-1953	141	6	ambiguous	ambiguous	ADJ
dpc-1953	141	7	parts	part	NOUN
dpc-1953	141	8	of	of	ADP
dpc-1953	141	9	the	the	DET
dpc-1953	141	10	questionnaire	questionnaire	NOUN
dpc-1953	141	11	were	be	AUX
dpc-1953	141	12	the	the	DET
dpc-1953	141	13	subsections	subsection	NOUN
dpc-1953	141	14	covering	cover	VERB
dpc-1953	141	15	morphology	morphology	NOUN
dpc-1953	141	16	and	and	CCONJ
dpc-1953	141	17	timing	timing	NOUN
dpc-1953	141	18	.	.	PUNCT
dpc-1953	142	1	haptic	haptic	ADJ
dpc-1953	142	2	elements	element	NOUN
dpc-1953	142	3	such	such	ADJ
dpc-1953	142	4	as	as	ADP
dpc-1953	142	5	induration	induration	NOUN
dpc-1953	142	6	were	be	AUX
dpc-1953	142	7	used	use	VERB
dpc-1953	142	8	inconsistently	inconsistently	ADV
dpc-1953	142	9	,	,	PUNCT
dpc-1953	142	10	which	which	PRON
dpc-1953	142	11	can	can	AUX
dpc-1953	142	12	be	be	AUX
dpc-1953	142	13	easily	easily	ADV
dpc-1953	142	14	explained	explain	VERB
dpc-1953	142	15	by	by	ADP
dpc-1953	142	16	the	the	DET
dpc-1953	142	17	virtual	virtual	ADJ
dpc-1953	142	18	setting	setting	NOUN
dpc-1953	142	19	which	which	PRON
dpc-1953	142	20	makes	make	VERB
dpc-1953	142	21	palpation	palpation	NOUN
dpc-1953	142	22	impossible	impossible	ADJ
dpc-1953	142	23	(	(	PUNCT
dpc-1953	142	24	supplementary	supplementary	ADJ
dpc-1953	142	25	figure	figure	NOUN
dpc-1953	142	26	2a	2a	NUM
dpc-1953	142	27	)	)	PUNCT
dpc-1953	142	28	.	.	PUNCT
dpc-1953	143	1	follow	follow	VERB
dpc-1953	143	2	-	-	PUNCT
dpc-1953	143	3	up	up	ADP
dpc-1953	143	4	studies	study	NOUN
dpc-1953	143	5	with	with	ADP
dpc-1953	143	6	live	live	ADJ
dpc-1953	143	7	patients	patient	NOUN
dpc-1953	143	8	will	will	AUX
dpc-1953	143	9	be	be	AUX
dpc-1953	143	10	necessary	necessary	ADJ
dpc-1953	143	11	to	to	PART
dpc-1953	143	12	determine	determine	VERB
dpc-1953	143	13	whether	whether	SCONJ
dpc-1953	143	14	such	such	ADJ
dpc-1953	143	15	elements	element	NOUN
dpc-1953	143	16	should	should	AUX
dpc-1953	143	17	be	be	AUX
dpc-1953	143	18	entirely	entirely	ADV
dpc-1953	143	19	removed	remove	VERB
dpc-1953	143	20	from	from	ADP
dpc-1953	143	21	the	the	DET
dpc-1953	143	22	algorithm	algorithm	NOUN
dpc-1953	143	23	or	or	CCONJ
dpc-1953	143	24	omitted	omit	VERB
dpc-1953	143	25	only	only	ADV
dpc-1953	143	26	in	in	ADP
dpc-1953	143	27	image	image	NOUN
dpc-1953	143	28	-	-	PUNCT
dpc-1953	143	29	based	base	VERB
dpc-1953	143	30	case	case	NOUN
dpc-1953	143	31	presentations	presentation	NOUN
dpc-1953	143	32	.	.	PUNCT
dpc-1953	144	1	analysis	analysis	NOUN
dpc-1953	144	2	of	of	ADP
dpc-1953	144	3	user	user	NOUN
dpc-1953	144	4	inputs	input	NOUN
dpc-1953	144	5	referring	refer	VERB
dpc-1953	144	6	to	to	ADP
dpc-1953	144	7	timing	timing	NOUN
dpc-1953	144	8	demonstrated	demonstrate	VERB
dpc-1953	144	9	that	that	SCONJ
dpc-1953	144	10	terms	term	NOUN
dpc-1953	144	11	describing	describe	VERB
dpc-1953	144	12	the	the	DET
dpc-1953	144	13	course	course	NOUN
dpc-1953	144	14	of	of	ADP
dpc-1953	144	15	the	the	DET
dpc-1953	144	16	disease	disease	NOUN
dpc-1953	144	17	(	(	PUNCT
dpc-1953	144	18	“	"	PUNCT
dpc-1953	144	19	recurrent	recurrent	NOUN
dpc-1953	144	20	”	"	PUNCT
dpc-1953	144	21	,	,	PUNCT
dpc-1953	144	22	“	"	PUNCT
dpc-1953	144	23	progressive	progressive	ADJ
dpc-1953	144	24	”	"	PUNCT
dpc-1953	144	25	,	,	PUNCT
dpc-1953	144	26	“	"	PUNCT
dpc-1953	144	27	chronic	chronic	NOUN
dpc-1953	144	28	”	"	PUNCT
dpc-1953	144	29	;	;	PUNCT
dpc-1953	144	30	supplementary	supplementary	ADJ
dpc-1953	144	31	figure	figure	NOUN
dpc-1953	144	32	2b	2b	NOUN
dpc-1953	144	33	)	)	PUNCT
dpc-1953	144	34	were	be	AUX
dpc-1953	144	35	used	use	VERB
dpc-1953	144	36	rather	rather	ADV
dpc-1953	144	37	consistently	consistently	ADV
dpc-1953	144	38	,	,	PUNCT
dpc-1953	144	39	but	but	CCONJ
dpc-1953	144	40	not	not	PART
dpc-1953	144	41	terms	term	NOUN
dpc-1953	144	42	related	relate	VERB
dpc-1953	144	43	to	to	ADP
dpc-1953	144	44	resolution	resolution	NOUN
dpc-1953	144	45	(	(	PUNCT
dpc-1953	144	46	“	"	PUNCT
dpc-1953	144	47	transient	transient	ADJ
dpc-1953	144	48	duration	duration	NOUN
dpc-1953	144	49	”	"	PUNCT
dpc-1953	144	50	,	,	PUNCT
dpc-1953	144	51	“	"	PUNCT
dpc-1953	144	52	self	self	NOUN
dpc-1953	144	53	-	-	PUNCT
dpc-1953	144	54	limited	limit	VERB
dpc-1953	144	55	”	"	PUNCT
dpc-1953	144	56	,	,	PUNCT
dpc-1953	144	57	“	"	PUNCT
dpc-1953	144	58	limited	limited	ADJ
dpc-1953	144	59	”	"	PUNCT
dpc-1953	144	60	)	)	PUNCT
dpc-1953	144	61	.	.	PUNCT
dpc-1953	145	1	the	the	DET
dpc-1953	145	2	explanation	explanation	NOUN
dpc-1953	145	3	may	may	AUX
dpc-1953	145	4	be	be	AUX
dpc-1953	145	5	that	that	SCONJ
dpc-1953	145	6	experienced	experienced	ADJ
dpc-1953	145	7	users	user	NOUN
dpc-1953	145	8	will	will	AUX
dpc-1953	145	9	already	already	ADV
dpc-1953	145	10	know	know	VERB
dpc-1953	145	11	the	the	DET
dpc-1953	145	12	correct	correct	ADJ
dpc-1953	145	13	diagnosis	diagnosis	NOUN
dpc-1953	145	14	and	and	CCONJ
dpc-1953	145	15	may	may	AUX
dpc-1953	145	16	fabricate	fabricate	VERB
dpc-1953	145	17	a	a	DET
dpc-1953	145	18	description	description	NOUN
dpc-1953	145	19	that	that	PRON
dpc-1953	145	20	is	be	AUX
dpc-1953	145	21	in	in	ADP
dpc-1953	145	22	line	line	NOUN
dpc-1953	145	23	with	with	ADP
dpc-1953	145	24	the	the	DET
dpc-1953	145	25	correct	correct	ADJ
dpc-1953	145	26	diagnosis	diagnosis	NOUN
dpc-1953	145	27	,	,	PUNCT
dpc-1953	145	28	even	even	ADV
dpc-1953	145	29	if	if	SCONJ
dpc-1953	145	30	the	the	DET
dpc-1953	145	31	information	information	NOUN
dpc-1953	145	32	given	give	VERB
dpc-1953	145	33	in	in	ADP
dpc-1953	145	34	the	the	DET
dpc-1953	145	35	vignette	vignette	NOUN
dpc-1953	145	36	or	or	CCONJ
dpc-1953	145	37	by	by	ADP
dpc-1953	145	38	the	the	DET
dpc-1953	145	39	patient	patient	NOUN
dpc-1953	145	40	is	be	AUX
dpc-1953	145	41	ambiguous	ambiguous	ADJ
dpc-1953	145	42	.	.	PUNCT
dpc-1953	146	1	this	this	PRON
dpc-1953	146	2	points	point	VERB
dpc-1953	146	3	to	to	ADP
dpc-1953	146	4	a	a	DET
dpc-1953	146	5	limitation	limitation	NOUN
dpc-1953	146	6	of	of	ADP
dpc-1953	146	7	our	our	PRON
dpc-1953	146	8	study	study	NOUN
dpc-1953	146	9	since	since	SCONJ
dpc-1953	146	10	we	we	PRON
dpc-1953	146	11	did	do	AUX
dpc-1953	146	12	not	not	PART
dpc-1953	146	13	compare	compare	VERB
dpc-1953	146	14	diagnostic	diagnostic	ADJ
dpc-1953	146	15	rankings	ranking	NOUN
dpc-1953	146	16	of	of	ADP
dpc-1953	146	17	users	user	NOUN
dpc-1953	146	18	with	with	ADP
dpc-1953	146	19	and	and	CCONJ
dpc-1953	146	20	without	without	ADP
dpc-1953	146	21	support	support	NOUN
dpc-1953	146	22	by	by	ADP
dpc-1953	146	23	the	the	DET
dpc-1953	146	24	algorithm	algorithm	NOUN
dpc-1953	146	25	.	.	PUNCT
dpc-1953	147	1	the	the	DET
dpc-1953	147	2	aims	aim	NOUN
dpc-1953	147	3	of	of	ADP
dpc-1953	147	4	this	this	DET
dpc-1953	147	5	pilot	pilot	NOUN
dpc-1953	147	6	study	study	NOUN
dpc-1953	147	7	,	,	PUNCT
dpc-1953	147	8	however	however	ADV
dpc-1953	147	9	,	,	PUNCT
dpc-1953	147	10	were	be	AUX
dpc-1953	147	11	to	to	PART
dpc-1953	147	12	investigate	investigate	VERB
dpc-1953	147	13	whether	whether	SCONJ
dpc-1953	147	14	the	the	DET
dpc-1953	147	15	algorithm	algorithm	NOUN
dpc-1953	147	16	is	be	AUX
dpc-1953	147	17	principally	principally	ADV
dpc-1953	147	18	feasible	feasible	ADJ
dpc-1953	147	19	for	for	ADP
dpc-1953	147	20	clinical	clinical	ADJ
dpc-1953	147	21	use	use	NOUN
dpc-1953	147	22	and	and	CCONJ
dpc-1953	147	23	to	to	PART
dpc-1953	147	24	improve	improve	VERB
dpc-1953	147	25	the	the	DET
dpc-1953	147	26	logic	logic	NOUN
dpc-1953	147	27	of	of	ADP
dpc-1953	147	28	the	the	DET
dpc-1953	147	29	algorithm	algorithm	NOUN
dpc-1953	147	30	and	and	CCONJ
dpc-1953	147	31	the	the	DET
dpc-1953	147	32	composition	composition	NOUN
dpc-1953	147	33	of	of	ADP
dpc-1953	147	34	the	the	DET
dpc-1953	147	35	questionnaire	questionnaire	NOUN
dpc-1953	147	36	upon	upon	SCONJ
dpc-1953	147	37	the	the	DET
dpc-1953	147	38	results	result	NOUN
dpc-1953	147	39	of	of	ADP
dpc-1953	147	40	this	this	DET
dpc-1953	147	41	small	small	ADJ
dpc-1953	147	42	-	-	PUNCT
dpc-1953	147	43	scale	scale	NOUN
dpc-1953	147	44	experiment	experiment	NOUN
dpc-1953	147	45	,	,	PUNCT
dpc-1953	147	46	if	if	SCONJ
dpc-1953	147	47	necessary	necessary	ADJ
dpc-1953	147	48	.	.	PUNCT
dpc-1953	148	1	our	our	PRON
dpc-1953	148	2	results	result	NOUN
dpc-1953	148	3	show	show	VERB
dpc-1953	148	4	that	that	SCONJ
dpc-1953	148	5	the	the	DET
dpc-1953	148	6	performance	performance	NOUN
dpc-1953	148	7	of	of	ADP
dpc-1953	148	8	the	the	DET
dpc-1953	148	9	algorithm	algorithm	NOUN
dpc-1953	148	10	will	will	AUX
dpc-1953	148	11	depend	depend	VERB
dpc-1953	148	12	on	on	ADP
dpc-1953	148	13	the	the	DET
dpc-1953	148	14	quality	quality	NOUN
dpc-1953	148	15	of	of	ADP
dpc-1953	148	16	user	user	NOUN
dpc-1953	148	17	inputs	input	NOUN
dpc-1953	148	18	.	.	PUNCT
dpc-1953	149	1	to	to	PART
dpc-1953	149	2	improve	improve	VERB
dpc-1953	149	3	the	the	DET
dpc-1953	149	4	evolution	evolution	NOUN
dpc-1953	149	5	of	of	ADP
dpc-1953	149	6	this	this	PRON
dpc-1953	149	7	and	and	CCONJ
dpc-1953	149	8	similar	similar	ADJ
dpc-1953	149	9	algorithms	algorithm	NOUN
dpc-1953	149	10	,	,	PUNCT
dpc-1953	149	11	developers	developer	NOUN
dpc-1953	149	12	need	need	VERB
dpc-1953	149	13	to	to	PART
dpc-1953	149	14	focus	focus	VERB
dpc-1953	149	15	not	not	PART
dpc-1953	149	16	only	only	ADV
dpc-1953	149	17	on	on	ADP
dpc-1953	149	18	machine	machine	NOUN
dpc-1953	149	19	learning	learn	VERB
dpc-1953	149	20	issues	issue	NOUN
dpc-1953	149	21	but	but	CCONJ
dpc-1953	149	22	also	also	ADV
dpc-1953	149	23	on	on	ADP
dpc-1953	149	24	the	the	DET
dpc-1953	149	25	user	user	NOUN
dpc-1953	149	26	interface	interface	NOUN
dpc-1953	149	27	and	and	CCONJ
dpc-1953	149	28	how	how	SCONJ
dpc-1953	149	29	to	to	PART
dpc-1953	149	30	minimize	minimize	VERB
dpc-1953	149	31	noise	noise	NOUN
dpc-1953	149	32	and	and	CCONJ
dpc-1953	149	33	bias	bias	NOUN
dpc-1953	149	34	.	.	PUNCT
dpc-1953	150	1	the	the	DET
dpc-1953	150	2	results	result	NOUN
dpc-1953	150	3	of	of	ADP
dpc-1953	150	4	our	our	PRON
dpc-1953	150	5	study	study	NOUN
dpc-1953	150	6	indicate	indicate	VERB
dpc-1953	150	7	that	that	SCONJ
dpc-1953	150	8	it	it	PRON
dpc-1953	150	9	is	be	AUX
dpc-1953	150	10	crucial	crucial	ADJ
dpc-1953	150	11	to	to	PART
dpc-1953	150	12	select	select	VERB
dpc-1953	150	13	variables	variable	NOUN
dpc-1953	150	14	that	that	PRON
dpc-1953	150	15	are	be	AUX
dpc-1953	150	16	equally	equally	ADV
dpc-1953	150	17	robust	robust	ADJ
dpc-1953	150	18	and	and	CCONJ
dpc-1953	150	19	relevant	relevant	ADJ
dpc-1953	150	20	.	.	PUNCT
dpc-1953	151	1	the	the	DET
dpc-1953	151	2	number	number	NOUN
dpc-1953	151	3	of	of	ADP
dpc-1953	151	4	variables	variable	NOUN
dpc-1953	151	5	and	and	CCONJ
dpc-1953	151	6	the	the	DET
dpc-1953	151	7	time	time	NOUN
dpc-1953	151	8	spent	spend	VERB
dpc-1953	151	9	for	for	ADP
dpc-1953	151	10	data	datum	NOUN
dpc-1953	151	11	input	input	NOUN
dpc-1953	151	12	will	will	AUX
dpc-1953	151	13	significantly	significantly	ADV
dpc-1953	151	14	impact	impact	VERB
dpc-1953	151	15	the	the	DET
dpc-1953	151	16	user	user	NOUN
dpc-1953	151	17	friendliness	friendliness	NOUN
dpc-1953	151	18	of	of	ADP
dpc-1953	151	19	the	the	DET
dpc-1953	151	20	interface	interface	NOUN
dpc-1953	151	21	.	.	PUNCT
dpc-1953	152	1	poor	poor	ADJ
dpc-1953	152	2	user	user	NOUN
dpc-1953	152	3	friendliness	friendliness	NOUN
dpc-1953	152	4	and	and	CCONJ
dpc-1953	152	5	time	time	NOUN
dpc-1953	152	6	efficacy	efficacy	NOUN
dpc-1953	152	7	constitute	constitute	VERB
dpc-1953	152	8	important	important	ADJ
dpc-1953	152	9	barriers	barrier	NOUN
dpc-1953	152	10	for	for	ADP
dpc-1953	152	11	deploying	deploy	VERB
dpc-1953	152	12	such	such	ADJ
dpc-1953	152	13	systems	system	NOUN
dpc-1953	152	14	in	in	ADP
dpc-1953	152	15	primary	primary	ADJ
dpc-1953	152	16	care	care	NOUN
dpc-1953	153	1	[	[	X
dpc-1953	153	2	26	26	NUM
dpc-1953	153	3	]	]	PUNCT
dpc-1953	153	4	.	.	PUNCT
dpc-1953	154	1	furthermore	furthermore	ADV
dpc-1953	154	2	,	,	PUNCT
dpc-1953	154	3	we	we	PRON
dpc-1953	154	4	learnt	learn	VERB
dpc-1953	154	5	from	from	ADP
dpc-1953	154	6	this	this	DET
dpc-1953	154	7	pilot	pilot	NOUN
dpc-1953	154	8	study	study	NOUN
dpc-1953	154	9	that	that	SCONJ
dpc-1953	154	10	the	the	DET
dpc-1953	154	11	number	number	NOUN
dpc-1953	154	12	of	of	ADP
dpc-1953	154	13	variables	variable	NOUN
dpc-1953	154	14	and	and	CCONJ
dpc-1953	154	15	the	the	DET
dpc-1953	154	16	granularity	granularity	NOUN
dpc-1953	154	17	of	of	ADP
dpc-1953	154	18	descriptions	description	NOUN
dpc-1953	154	19	were	be	AUX
dpc-1953	154	20	probably	probably	ADV
dpc-1953	154	21	too	too	ADV
dpc-1953	154	22	high	high	ADJ
dpc-1953	154	23	,	,	PUNCT
dpc-1953	154	24	which	which	PRON
dpc-1953	154	25	had	have	VERB
dpc-1953	154	26	the	the	DET
dpc-1953	154	27	adverse	adverse	ADJ
dpc-1953	154	28	effect	effect	NOUN
dpc-1953	154	29	of	of	ADP
dpc-1953	154	30	increasing	increase	VERB
dpc-1953	154	31	noise	noise	NOUN
dpc-1953	154	32	while	while	SCONJ
dpc-1953	154	33	decreasing	decrease	VERB
dpc-1953	154	34	accuracy	accuracy	NOUN
dpc-1953	154	35	.	.	PUNCT
dpc-1953	155	1	this	this	PRON
dpc-1953	155	2	was	be	AUX
dpc-1953	155	3	a	a	DET
dpc-1953	155	4	small	small	ADJ
dpc-1953	155	5	-	-	PUNCT
dpc-1953	155	6	scale	scale	NOUN
dpc-1953	155	7	pilot	pilot	NOUN
dpc-1953	155	8	study	study	NOUN
dpc-1953	155	9	using	use	VERB
dpc-1953	155	10	a	a	DET
dpc-1953	155	11	convenience	convenience	NOUN
dpc-1953	155	12	sample	sample	NOUN
dpc-1953	155	13	and	and	CCONJ
dpc-1953	155	14	vignettes	vignette	NOUN
dpc-1953	155	15	instead	instead	ADV
dpc-1953	155	16	of	of	ADP
dpc-1953	155	17	live	live	VERB
dpc-1953	155	18	consecutive	consecutive	ADJ
dpc-1953	155	19	patients	patient	NOUN
dpc-1953	155	20	.	.	PUNCT
dpc-1953	156	1	the	the	DET
dpc-1953	156	2	study	study	NOUN
dpc-1953	156	3	included	include	VERB
dpc-1953	156	4	only	only	ADV
dpc-1953	156	5	dermatologists	dermatologist	NOUN
dpc-1953	156	6	,	,	PUNCT
dpc-1953	156	7	either	either	CCONJ
dpc-1953	156	8	board	board	NOUN
dpc-1953	156	9	-	-	PUNCT
dpc-1953	156	10	certified	certify	VERB
dpc-1953	156	11	dermatologists	dermatologist	NOUN
dpc-1953	156	12	or	or	CCONJ
dpc-1953	156	13	dermatology	dermatology	NOUN
dpc-1953	156	14	residents	resident	NOUN
dpc-1953	156	15	,	,	PUNCT
dpc-1953	156	16	and	and	CCONJ
dpc-1953	156	17	did	do	AUX
dpc-1953	156	18	not	not	PART
dpc-1953	156	19	include	include	VERB
dpc-1953	156	20	main	main	ADJ
dpc-1953	156	21	target	target	NOUN
dpc-1953	156	22	users	user	NOUN
dpc-1953	156	23	such	such	ADJ
dpc-1953	156	24	as	as	ADP
dpc-1953	156	25	primary	primary	ADJ
dpc-1953	156	26	care	care	NOUN
dpc-1953	156	27	physicians	physician	NOUN
dpc-1953	156	28	or	or	CCONJ
dpc-1953	156	29	nurses	nurse	NOUN
dpc-1953	156	30	.	.	PUNCT
dpc-1953	157	1	because	because	SCONJ
dpc-1953	157	2	of	of	ADP
dpc-1953	157	3	the	the	DET
dpc-1953	157	4	small	small	ADJ
dpc-1953	157	5	number	number	NOUN
dpc-1953	157	6	of	of	ADP
dpc-1953	157	7	raters	rater	NOUN
dpc-1953	157	8	included	include	VERB
dpc-1953	157	9	,	,	PUNCT
dpc-1953	157	10	especially	especially	ADV
dpc-1953	157	11	quantitative	quantitative	ADJ
dpc-1953	157	12	findings	finding	NOUN
dpc-1953	157	13	should	should	AUX
dpc-1953	157	14	be	be	AUX
dpc-1953	157	15	verified	verify	VERB
dpc-1953	157	16	in	in	ADP
dpc-1953	157	17	larger	large	ADJ
dpc-1953	157	18	follow	follow	VERB
dpc-1953	157	19	-	-	PUNCT
dpc-1953	157	20	up	up	ADP
dpc-1953	157	21	studies	study	NOUN
dpc-1953	157	22	.	.	PUNCT
dpc-1953	158	1	as	as	SCONJ
dpc-1953	158	2	baseline	baseline	ADJ
dpc-1953	158	3	accuracy	accuracy	NOUN
dpc-1953	158	4	of	of	ADP
dpc-1953	158	5	raters	rater	NOUN
dpc-1953	158	6	was	be	AUX
dpc-1953	158	7	not	not	PART
dpc-1953	158	8	measured	measure	VERB
dpc-1953	158	9	,	,	PUNCT
dpc-1953	158	10	applicability	applicability	NOUN
dpc-1953	158	11	and	and	CCONJ
dpc-1953	158	12	added	add	VERB
dpc-1953	158	13	value	value	NOUN
dpc-1953	158	14	in	in	ADP
dpc-1953	158	15	a	a	DET
dpc-1953	158	16	clinical	clinical	ADJ
dpc-1953	158	17	setting	setting	NOUN
dpc-1953	158	18	could	could	AUX
dpc-1953	158	19	not	not	PART
dpc-1953	158	20	be	be	AUX
dpc-1953	158	21	estimated	estimate	VERB
dpc-1953	158	22	.	.	PUNCT
dpc-1953	159	1	the	the	DET
dpc-1953	159	2	range	range	NOUN
dpc-1953	159	3	of	of	ADP
dpc-1953	159	4	skin	skin	NOUN
dpc-1953	159	5	types	type	NOUN
dpc-1953	159	6	of	of	ADP
dpc-1953	159	7	patients	patient	NOUN
dpc-1953	159	8	in	in	ADP
dpc-1953	159	9	the	the	DET
dpc-1953	159	10	vignettes	vignette	NOUN
dpc-1953	159	11	was	be	AUX
dpc-1953	159	12	biased	bias	VERB
dpc-1953	159	13	towards	towards	ADP
dpc-1953	159	14	lighter	light	ADJ
dpc-1953	159	15	skin	skin	NOUN
dpc-1953	159	16	and	and	CCONJ
dpc-1953	159	17	skin	skin	NOUN
dpc-1953	159	18	of	of	ADP
dpc-1953	159	19	color	color	NOUN
dpc-1953	159	20	was	be	AUX
dpc-1953	159	21	underrepresented	underrepresente	VERB
dpc-1953	159	22	,	,	PUNCT
dpc-1953	159	23	which	which	PRON
dpc-1953	159	24	may	may	AUX
dpc-1953	159	25	limit	limit	VERB
dpc-1953	159	26	the	the	DET
dpc-1953	159	27	generalizability	generalizability	NOUN
dpc-1953	159	28	of	of	ADP
dpc-1953	159	29	our	our	PRON
dpc-1953	159	30	findings	finding	NOUN
dpc-1953	159	31	[	[	X
dpc-1953	159	32	27	27	NUM
dpc-1953	159	33	]	]	PUNCT
dpc-1953	159	34	.	.	PUNCT
dpc-1953	160	1	in	in	ADP
dpc-1953	160	2	conclusion	conclusion	NOUN
dpc-1953	160	3	,	,	PUNCT
dpc-1953	160	4	we	we	PRON
dpc-1953	160	5	demonstrated	demonstrate	VERB
dpc-1953	160	6	that	that	SCONJ
dpc-1953	160	7	our	our	PRON
dpc-1953	160	8	previously	previously	ADV
dpc-1953	160	9	described	describe	VERB
dpc-1953	160	10	clinical	clinical	ADJ
dpc-1953	160	11	diagnosis	diagnosis	NOUN
dpc-1953	160	12	ranking	rank	VERB
dpc-1953	160	13	algorithm	algorithm	NOUN
dpc-1953	160	14	performed	perform	VERB
dpc-1953	160	15	well	well	ADV
dpc-1953	160	16	across	across	ADP
dpc-1953	160	17	a	a	DET
dpc-1953	160	18	wide	wide	ADJ
dpc-1953	160	19	range	range	NOUN
dpc-1953	160	20	of	of	ADP
dpc-1953	160	21	dermatologic	dermatologic	NOUN
dpc-1953	160	22	.	.	PUNCT
dpc-1953	161	1	in	in	ADP
dpc-1953	161	2	our	our	PRON
dpc-1953	161	3	small	small	ADJ
dpc-1953	161	4	rater	rater	NOUN
dpc-1953	161	5	group	group	NOUN
dpc-1953	161	6	,	,	PUNCT
dpc-1953	161	7	we	we	PRON
dpc-1953	161	8	found	find	VERB
dpc-1953	161	9	inconsistent	inconsistent	ADJ
dpc-1953	161	10	input	input	NOUN
dpc-1953	161	11	from	from	ADP
dpc-1953	161	12	inexperienced	inexperienced	ADJ
dpc-1953	161	13	users	user	NOUN
dpc-1953	161	14	,	,	PUNCT
dpc-1953	161	15	who	who	PRON
dpc-1953	161	16	are	be	AUX
dpc-1953	161	17	an	an	DET
dpc-1953	161	18	important	important	ADJ
dpc-1953	161	19	target	target	NOUN
dpc-1953	161	20	population	population	NOUN
dpc-1953	161	21	of	of	ADP
dpc-1953	161	22	this	this	DET
dpc-1953	161	23	algorithm	algorithm	NOUN
dpc-1953	161	24	,	,	PUNCT
dpc-1953	161	25	introduced	introduce	VERB
dpc-1953	161	26	noise	noise	NOUN
dpc-1953	161	27	and	and	CCONJ
dpc-1953	161	28	bias	bias	NOUN
dpc-1953	161	29	and	and	CCONJ
dpc-1953	161	30	decreased	decrease	VERB
dpc-1953	161	31	its	its	PRON
dpc-1953	161	32	performance	performance	NOUN
dpc-1953	161	33	.	.	PUNCT
dpc-1953	162	1	acknowledgements	acknowledgement	NOUN
dpc-1953	162	2	we	we	PRON
dpc-1953	162	3	want	want	VERB
dpc-1953	162	4	to	to	PART
dpc-1953	162	5	thank	thank	VERB
dpc-1953	162	6	the	the	DET
dpc-1953	162	7	residents	resident	NOUN
dpc-1953	162	8	that	that	PRON
dpc-1953	162	9	participated	participate	VERB
dpc-1953	162	10	in	in	ADP
dpc-1953	162	11	this	this	DET
dpc-1953	162	12	study	study	NOUN
dpc-1953	162	13	,	,	PUNCT
dpc-1953	162	14	arno	arno	PROPN
dpc-1953	162	15	lukas	lukas	PROPN
dpc-1953	162	16	from	from	ADP
dpc-1953	162	17	emergentec	emergentec	ADJ
dpc-1953	162	18	biodevelopment	biodevelopment	NOUN
dpc-1953	162	19	gmbh	gmbh	PROPN
dpc-1953	162	20	for	for	ADP
dpc-1953	162	21	the	the	DET
dpc-1953	162	22	help	help	NOUN
dpc-1953	162	23	in	in	ADP
dpc-1953	162	24	creating	create	VERB
dpc-1953	162	25	the	the	DET
dpc-1953	162	26	initial	initial	ADJ
dpc-1953	162	27	graphical	graphical	ADJ
dpc-1953	162	28	user	user	NOUN
dpc-1953	162	29	interface	interface	NOUN
dpc-1953	162	30	of	of	ADP
dpc-1953	162	31	the	the	DET
dpc-1953	162	32	algorithm	algorithm	NOUN
dpc-1953	162	33	,	,	PUNCT
dpc-1953	162	34	and	and	CCONJ
dpc-1953	162	35	gernot	gernot	AUX
dpc-1953	162	36	salzer	salzer	VERB
dpc-1953	162	37	as	as	ADV
dpc-1953	162	38	well	well	ADV
dpc-1953	162	39	as	as	ADP
dpc-1953	162	40	rodriguez	rodriguez	PROPN
dpc-1953	162	41	dominguez	dominguez	PROPN
dpc-1953	162	42	rosa	rosa	PROPN
dpc-1953	162	43	maría	maría	PROPN
dpc-1953	162	44	for	for	ADP
dpc-1953	162	45	the	the	DET
dpc-1953	162	46	algorithm	algorithm	NOUN
dpc-1953	162	47	testing	testing	NOUN
dpc-1953	162	48	tool	tool	NOUN
dpc-1953	162	49	.	.	PUNCT
dpc-1953	163	1	ethics	ethic	NOUN
dpc-1953	163	2	approval	approval	VERB
dpc-1953	163	3	the	the	DET
dpc-1953	163	4	study	study	NOUN
dpc-1953	163	5	was	be	AUX
dpc-1953	163	6	reviewed	review	VERB
dpc-1953	163	7	and	and	CCONJ
dpc-1953	163	8	approved	approve	VERB
dpc-1953	163	9	by	by	ADP
dpc-1953	163	10	the	the	DET
dpc-1953	163	11	institutional	institutional	ADJ
dpc-1953	163	12	review	review	PROPN
dpc-1953	163	13	board	board	NOUN
dpc-1953	163	14	of	of	ADP
dpc-1953	163	15	the	the	DET
dpc-1953	163	16	medical	medical	ADJ
dpc-1953	163	17	university	university	PROPN
dpc-1953	163	18	of	of	ADP
dpc-1953	163	19	vienna	vienna	PROPN
dpc-1953	163	20	,	,	PUNCT
dpc-1953	163	21	austria	austria	PROPN
dpc-1953	163	22	(	(	PUNCT
dpc-1953	163	23	protocol	protocol	NOUN
dpc-1953	163	24	-	-	PUNCT
dpc-1953	163	25	no	no	NOUN
dpc-1953	163	26	:	:	PUNCT
dpc-1953	163	27	1758/2013	1758/2013	NUM
dpc-1953	163	28	)	)	PUNCT
dpc-1953	163	29	,	,	PUNCT
dpc-1953	163	30	and	and	CCONJ
dpc-1953	163	31	conducted	conduct	VERB
dpc-1953	163	32	in	in	ADP
dpc-1953	163	33	accordance	accordance	NOUN
dpc-1953	163	34	with	with	ADP
dpc-1953	163	35	the	the	DET
dpc-1953	163	36	helsinki	helsinki	PROPN
dpc-1953	163	37	declaration	declaration	PROPN
dpc-1953	163	38	of	of	ADP
dpc-1953	163	39	1975	1975	NUM
dpc-1953	163	40	,	,	PUNCT
dpc-1953	163	41	as	as	SCONJ
dpc-1953	163	42	revised	revise	VERB
dpc-1953	163	43	in	in	ADP
dpc-1953	163	44	1983	1983	NUM
dpc-1953	163	45	.	.	PUNCT
dpc-1953	164	1	patient	patient	ADJ
dpc-1953	164	2	consent	consent	NOUN
dpc-1953	164	3	not	not	PART
dpc-1953	164	4	required	require	VERB
dpc-1953	164	5	.	.	PUNCT
dpc-1953	165	1	references	reference	NOUN
dpc-1953	165	2	1	1	NUM
dpc-1953	165	3	.	.	PUNCT
dpc-1953	166	1	lowell	lowell	PROPN
dpc-1953	166	2	ba	ba	PROPN
dpc-1953	166	3	,	,	PUNCT
dpc-1953	166	4	froelich	froelich	PROPN
dpc-1953	166	5	cw	cw	NOUN
dpc-1953	166	6	,	,	PUNCT
dpc-1953	166	7	federman	federman	NOUN
dpc-1953	166	8	dg	dg	PROPN
dpc-1953	166	9	,	,	PUNCT
dpc-1953	166	10	kirsner	kirsner	ADJ
dpc-1953	166	11	rs	rs	NOUN
dpc-1953	166	12	.	.	PUNCT
dpc-1953	167	1	dermatology	dermatology	NOUN
dpc-1953	167	2	in	in	ADP
dpc-1953	167	3	primary	primary	ADJ
dpc-1953	167	4	care	care	NOUN
dpc-1953	167	5	:	:	PUNCT
dpc-1953	167	6	prevalence	prevalence	NOUN
dpc-1953	167	7	and	and	CCONJ
dpc-1953	167	8	patient	patient	ADJ
dpc-1953	167	9	disposition	disposition	NOUN
dpc-1953	167	10	.	.	PUNCT
dpc-1953	168	1	j	j	PROPN
dpc-1953	168	2	am	be	AUX
dpc-1953	168	3	acad	acad	ADJ
dpc-1953	168	4	dermatol	dermatol	NOUN
dpc-1953	168	5	.	.	PUNCT
dpc-1953	169	1	2001;45(2):250	2001;45(2):250	NUM
dpc-1953	169	2	-	-	SYM
dpc-1953	169	3	255	255	NUM
dpc-1953	169	4	.	.	PUNCT
dpc-1953	170	1	doi	doi	NOUN
dpc-1953	170	2	:	:	PUNCT
dpc-1953	170	3	10.1067/	10.1067/	NUM
dpc-1953	170	4	mjd.2001.114598	mjd.2001.114598	NOUN
dpc-1953	170	5	.	.	PUNCT
dpc-1953	171	1	pmid	pmid	NOUN
dpc-1953	171	2	:	:	PUNCT
dpc-1953	171	3	11464187	11464187	NUM
dpc-1953	171	4	.	.	PUNCT
dpc-1953	172	1	2	2	X
dpc-1953	172	2	.	.	X
dpc-1953	172	3	verhoeven	verhoeven	PROPN
dpc-1953	172	4	ewm	ewm	PROPN
dpc-1953	172	5	,	,	PUNCT
dpc-1953	172	6	kraaimaat	kraaimaat	PROPN
dpc-1953	172	7	fw	fw	PROPN
dpc-1953	172	8	,	,	PUNCT
dpc-1953	172	9	van	van	PROPN
dpc-1953	172	10	de	de	X
dpc-1953	172	11	kerkhof	kerkhof	PROPN
dpc-1953	172	12	pcm	pcm	PROPN
dpc-1953	172	13	,	,	PUNCT
dpc-1953	172	14	et	et	PROPN
dpc-1953	172	15	al	al	PROPN
dpc-1953	172	16	.	.	PUNCT
dpc-1953	173	1	prevalence	prevalence	NOUN
dpc-1953	173	2	of	of	ADP
dpc-1953	173	3	physical	physical	ADJ
dpc-1953	173	4	symptoms	symptom	NOUN
dpc-1953	173	5	of	of	ADP
dpc-1953	173	6	itch	itch	NOUN
dpc-1953	173	7	,	,	PUNCT
dpc-1953	173	8	pain	pain	NOUN
dpc-1953	173	9	and	and	CCONJ
dpc-1953	173	10	fatigue	fatigue	NOUN
dpc-1953	173	11	in	in	ADP
dpc-1953	173	12	patients	patient	NOUN
dpc-1953	173	13	with	with	ADP
dpc-1953	173	14	skin	skin	NOUN
dpc-1953	173	15	diseases	disease	NOUN
dpc-1953	173	16	in	in	ADP
dpc-1953	173	17	general	general	ADJ
dpc-1953	173	18	practice	practice	NOUN
dpc-1953	173	19	.	.	PUNCT
dpc-1953	174	1	british	british	ADJ
dpc-1953	174	2	journal	journal	PROPN
dpc-1953	174	3	of	of	ADP
dpc-1953	174	4	dermatology	dermatology	NOUN
dpc-1953	174	5	.	.	PUNCT
dpc-1953	175	1	2007;156(6):1346	2007;156(6):1346	NUM
dpc-1953	175	2	-	-	SYM
dpc-1953	175	3	1349	1349	NUM
dpc-1953	175	4	.	.	PUNCT
dpc-1953	176	1	doi:10.1111	doi:10.1111	ADJ
dpc-1953	176	2	/	/	SYM
dpc-1953	176	3	j.13652133.2007.07916.x	j.13652133.2007.07916.x	PROPN
dpc-1953	176	4	.	.	PUNCT
dpc-1953	177	1	pmid	pmid	NOUN
dpc-1953	177	2	:	:	PUNCT
dpc-1953	177	3	17535233	17535233	NUM
dpc-1953	177	4	.	.	PUNCT
dpc-1953	178	1	3	3	X
dpc-1953	178	2	.	.	X
dpc-1953	178	3	hay	hay	PROPN
dpc-1953	178	4	rj	rj	PROPN
dpc-1953	178	5	,	,	PUNCT
dpc-1953	178	6	johns	johns	PROPN
dpc-1953	178	7	ne	ne	PROPN
dpc-1953	178	8	,	,	PUNCT
dpc-1953	178	9	williams	williams	PROPN
dpc-1953	178	10	hc	hc	PROPN
dpc-1953	178	11	,	,	PUNCT
dpc-1953	178	12	et	et	PROPN
dpc-1953	178	13	al	al	PROPN
dpc-1953	178	14	.	.	PUNCT
dpc-1953	179	1	the	the	DET
dpc-1953	179	2	global	global	ADJ
dpc-1953	179	3	burden	burden	NOUN
dpc-1953	179	4	of	of	ADP
dpc-1953	179	5	skin	skin	NOUN
dpc-1953	179	6	disease	disease	NOUN
dpc-1953	179	7	in	in	ADP
dpc-1953	179	8	2010	2010	NUM
dpc-1953	179	9	:	:	PUNCT
dpc-1953	179	10	an	an	DET
dpc-1953	179	11	analysis	analysis	NOUN
dpc-1953	179	12	of	of	ADP
dpc-1953	179	13	the	the	DET
dpc-1953	179	14	prevalence	prevalence	NOUN
dpc-1953	179	15	and	and	CCONJ
dpc-1953	179	16	impact	impact	NOUN
dpc-1953	179	17	of	of	ADP
dpc-1953	179	18	skin	skin	NOUN
dpc-1953	179	19	conditions	condition	NOUN
dpc-1953	179	20	.	.	PUNCT
dpc-1953	180	1	j	j	PROPN
dpc-1953	180	2	invest	invest	VERB
dpc-1953	180	3	dermatol	dermatol	NOUN
dpc-1953	180	4	.	.	PUNCT
dpc-1953	181	1	2014;134(6):1527	2014;134(6):1527	NUM
dpc-1953	181	2	-	-	SYM
dpc-1953	181	3	1534	1534	NUM
dpc-1953	181	4	.	.	PUNCT
dpc-1953	182	1	doi	doi	NOUN
dpc-1953	182	2	:	:	PUNCT
dpc-1953	182	3	10.1038	10.1038	NUM
dpc-1953	182	4	/	/	SYM
dpc-1953	182	5	jid.2013.446	jid.2013.446	PROPN
dpc-1953	182	6	.	.	PUNCT
dpc-1953	183	1	pmid	pmid	NOUN
dpc-1953	183	2	:	:	PUNCT
dpc-1953	183	3	24166134	24166134	NUM
dpc-1953	183	4	.	.	PUNCT
dpc-1953	184	1	4	4	X
dpc-1953	184	2	.	.	X
dpc-1953	184	3	hay	hay	PROPN
dpc-1953	184	4	rj	rj	PROPN
dpc-1953	184	5	,	,	PUNCT
dpc-1953	184	6	augustin	augustin	PROPN
dpc-1953	184	7	m	m	PROPN
dpc-1953	184	8	,	,	PUNCT
dpc-1953	184	9	griffiths	griffiths	PROPN
dpc-1953	184	10	cem	cem	PROPN
dpc-1953	184	11	,	,	PUNCT
dpc-1953	184	12	sterry	sterry	PROPN
dpc-1953	184	13	w	w	PROPN
dpc-1953	184	14	,	,	PUNCT
dpc-1953	184	15	board	board	NOUN
dpc-1953	184	16	of	of	ADP
dpc-1953	184	17	the	the	DET
dpc-1953	184	18	international	international	ADJ
dpc-1953	184	19	league	league	PROPN
dpc-1953	184	20	of	of	ADP
dpc-1953	184	21	dermatological	dermatological	ADJ
dpc-1953	184	22	societies	society	NOUN
dpc-1953	184	23	and	and	CCONJ
dpc-1953	184	24	the	the	DET
dpc-1953	184	25	grand	grand	ADJ
dpc-1953	184	26	challenges	challenge	NOUN
dpc-1953	184	27	consultation	consultation	NOUN
dpc-1953	184	28	groups	group	NOUN
dpc-1953	184	29	.	.	PUNCT
dpc-1953	185	1	the	the	DET
dpc-1953	185	2	global	global	ADJ
dpc-1953	185	3	challenge	challenge	NOUN
dpc-1953	185	4	for	for	ADP
dpc-1953	185	5	skin	skin	NOUN
dpc-1953	185	6	health	health	NOUN
dpc-1953	185	7	.	.	PUNCT
dpc-1953	186	1	br	br	PROPN
dpc-1953	186	2	j	j	PROPN
dpc-1953	186	3	dermatol	dermatol	NOUN
dpc-1953	186	4	.	.	PUNCT
dpc-1953	187	1	2015;172(6):1469	2015;172(6):1469	NUM
dpc-1953	187	2	-	-	SYM
dpc-1953	187	3	1472	1472	NUM
dpc-1953	187	4	.	.	PUNCT
dpc-1953	188	1	doi	doi	NOUN
dpc-1953	188	2	:	:	PUNCT
dpc-1953	188	3	10.1111/	10.1111/	NUM
dpc-1953	188	4	bjd.13854	bjd.13854	NUM
dpc-1953	188	5	.	.	PUNCT
dpc-1953	189	1	pmid	pmid	NOUN
dpc-1953	189	2	:	:	PUNCT
dpc-1953	189	3	26036149	26036149	NUM
dpc-1953	189	4	.	.	PUNCT
dpc-1953	190	1	5	5	X
dpc-1953	190	2	.	.	X
dpc-1953	190	3	tschandl	tschandl	PROPN
dpc-1953	190	4	p	p	NOUN
dpc-1953	190	5	,	,	PUNCT
dpc-1953	190	6	rinner	rinner	NOUN
dpc-1953	190	7	c	c	NOUN
dpc-1953	190	8	,	,	PUNCT
dpc-1953	190	9	apalla	apalla	PROPN
dpc-1953	190	10	z	z	PROPN
dpc-1953	190	11	,	,	PUNCT
dpc-1953	190	12	et	et	PROPN
dpc-1953	190	13	al	al	PROPN
dpc-1953	190	14	.	.	PUNCT
dpc-1953	191	1	human	human	ADJ
dpc-1953	191	2	–	–	PUNCT
dpc-1953	191	3	computer	computer	NOUN
dpc-1953	191	4	collaboration	collaboration	NOUN
dpc-1953	191	5	for	for	ADP
dpc-1953	191	6	skin	skin	NOUN
dpc-1953	191	7	cancer	cancer	NOUN
dpc-1953	191	8	recognition	recognition	NOUN
dpc-1953	191	9	.	.	PUNCT
dpc-1953	192	1	nat	nat	PROPN
dpc-1953	192	2	med	med	PROPN
dpc-1953	192	3	.	.	PUNCT
dpc-1953	193	1	original	original	ADJ
dpc-1953	193	2	article	article	NOUN
dpc-1953	193	3	|	|	ADV
dpc-1953	193	4	dermatol	dermatol	ADJ
dpc-1953	193	5	pract	pract	NOUN
dpc-1953	193	6	concept	concept	NOUN
dpc-1953	193	7	.	.	PUNCT
dpc-1953	194	1	2022;12(3):e2022117	2022;12(3):e2022117	NUM
dpc-1953	194	2	7	7	NUM
dpc-1953	194	3	2020;26(8):1229	2020;26(8):1229	NUM
dpc-1953	194	4	-	-	SYM
dpc-1953	194	5	1234	1234	NUM
dpc-1953	194	6	.	.	PUNCT
dpc-1953	195	1	doi	doi	NOUN
dpc-1953	195	2	:	:	PUNCT
dpc-1953	195	3	10.1038	10.1038	NUM
dpc-1953	195	4	/	/	SYM
dpc-1953	195	5	s41591	s41591	VERB
dpc-1953	195	6	-	-	PUNCT
dpc-1953	195	7	020	020	NUM
dpc-1953	195	8	-	-	PUNCT
dpc-1953	195	9	0942	0942	NUM
dpc-1953	195	10	-	-	PUNCT
dpc-1953	195	11	0	0	NUM
dpc-1953	195	12	.	.	PUNCT
dpc-1953	196	1	pmid	pmid	NOUN
dpc-1953	196	2	:	:	PUNCT
dpc-1953	196	3	32572267	32572267	NUM
dpc-1953	196	4	.	.	PUNCT
dpc-1953	197	1	6	6	X
dpc-1953	197	2	.	.	X
dpc-1953	198	1	polesie	polesie	PROPN
dpc-1953	198	2	s	s	PROPN
dpc-1953	198	3	,	,	PUNCT
dpc-1953	198	4	gillstedt	gillstedt	PROPN
dpc-1953	198	5	m	m	PRON
dpc-1953	198	6	,	,	PUNCT
dpc-1953	198	7	kittler	kittler	PROPN
dpc-1953	198	8	h	h	NOUN
dpc-1953	198	9	,	,	PUNCT
dpc-1953	198	10	et	et	PROPN
dpc-1953	198	11	al	al	PROPN
dpc-1953	198	12	.	.	PROPN
dpc-1953	198	13	attitudes	attitude	NOUN
dpc-1953	198	14	towards	towards	ADP
dpc-1953	198	15	artificial	artificial	ADJ
dpc-1953	198	16	intelligence	intelligence	NOUN
dpc-1953	198	17	within	within	ADP
dpc-1953	198	18	dermatology	dermatology	NOUN
dpc-1953	198	19	:	:	PUNCT
dpc-1953	198	20	an	an	DET
dpc-1953	198	21	international	international	ADJ
dpc-1953	198	22	online	online	ADJ
dpc-1953	198	23	survey	survey	NOUN
dpc-1953	198	24	.	.	PUNCT
dpc-1953	199	1	br	br	PROPN
dpc-1953	199	2	j	j	PROPN
dpc-1953	199	3	dermatol	dermatol	NOUN
dpc-1953	199	4	.	.	PUNCT
dpc-1953	200	1	2020;183(1):159	2020;183(1):159	NUM
dpc-1953	200	2	-	-	SYM
dpc-1953	200	3	161	161	NUM
dpc-1953	201	1	.	.	PUNCT
dpc-1953	201	2	doi	doi	NOUN
dpc-1953	201	3	:	:	PUNCT
dpc-1953	201	4	10.1111	10.1111	NUM
dpc-1953	201	5	/	/	SYM
dpc-1953	201	6	bjd.18875	bjd.18875	PROPN
dpc-1953	201	7	.	.	PUNCT
dpc-1953	202	1	pmid	pmid	NOUN
dpc-1953	202	2	:	:	PUNCT
dpc-1953	202	3	31953854	31953854	NUM
dpc-1953	202	4	.	.	PUNCT
dpc-1953	203	1	7	7	X
dpc-1953	203	2	.	.	X
dpc-1953	203	3	lallas	lallas	PROPN
dpc-1953	203	4	a	a	PROPN
dpc-1953	203	5	,	,	PUNCT
dpc-1953	203	6	argenziano	argenziano	ADJ
dpc-1953	203	7	g.	g.	PROPN
dpc-1953	203	8	artificial	artificial	ADJ
dpc-1953	203	9	intelligence	intelligence	NOUN
dpc-1953	203	10	and	and	CCONJ
dpc-1953	203	11	melanoma	melanoma	NOUN
dpc-1953	203	12	diagnosis	diagnosis	NOUN
dpc-1953	203	13	:	:	PUNCT
dpc-1953	203	14	ignoring	ignore	VERB
dpc-1953	203	15	human	human	ADJ
dpc-1953	203	16	nature	nature	NOUN
dpc-1953	203	17	may	may	AUX
dpc-1953	203	18	lead	lead	VERB
dpc-1953	203	19	to	to	ADP
dpc-1953	203	20	false	false	ADJ
dpc-1953	203	21	predictions	prediction	NOUN
dpc-1953	203	22	.	.	PUNCT
dpc-1953	204	1	dermatol	dermatol	NOUN
dpc-1953	204	2	pract	pract	PROPN
dpc-1953	204	3	concept	concept	NOUN
dpc-1953	204	4	.	.	PUNCT
dpc-1953	205	1	2018;8(4):249	2018;8(4):249	NUM
dpc-1953	205	2	-	-	SYM
dpc-1953	205	3	251	251	NUM
dpc-1953	205	4	.	.	PUNCT
dpc-1953	206	1	doi	doi	NOUN
dpc-1953	206	2	:	:	PUNCT
dpc-1953	206	3	10.5826/	10.5826/	NUM
dpc-1953	206	4	dpc.0804a01	dpc.0804a01	NOUN
dpc-1953	206	5	.	.	PUNCT
dpc-1953	207	1	pmid	pmid	NOUN
dpc-1953	207	2	:	:	PUNCT
dpc-1953	207	3	30479851	30479851	NUM
dpc-1953	207	4	.	.	PUNCT
dpc-1953	208	1	pmcid	pmcid	NOUN
dpc-1953	208	2	:	:	PUNCT
dpc-1953	208	3	pmc6246056	pmc6246056	VERB
dpc-1953	208	4	.	.	PUNCT
dpc-1953	209	1	8	8	X
dpc-1953	209	2	.	.	X
dpc-1953	209	3	di	di	PROPN
dpc-1953	209	4	ruffano	ruffano	PROPN
dpc-1953	209	5	lf	lf	PROPN
dpc-1953	209	6	,	,	PUNCT
dpc-1953	209	7	takwoingi	takwoingi	PROPN
dpc-1953	209	8	y	y	PROPN
dpc-1953	209	9	,	,	PUNCT
dpc-1953	209	10	dinnes	dinnes	PROPN
dpc-1953	209	11	j	j	PROPN
dpc-1953	209	12	,	,	PUNCT
dpc-1953	209	13	et	et	PROPN
dpc-1953	209	14	al	al	PROPN
dpc-1953	209	15	.	.	PROPN
dpc-1953	209	16	computer‐assisted	computer‐assiste	VERB
dpc-1953	209	17	diagnosis	diagnosis	NOUN
dpc-1953	209	18	techniques	technique	NOUN
dpc-1953	209	19	(	(	PUNCT
dpc-1953	209	20	dermoscopy	dermoscopy	VERB
dpc-1953	209	21	and	and	CCONJ
dpc-1953	209	22	spectroscopy‐based	spectroscopy‐base	VERB
dpc-1953	209	23	)	)	PUNCT
dpc-1953	209	24	for	for	ADP
dpc-1953	209	25	diagnosing	diagnose	VERB
dpc-1953	209	26	skin	skin	NOUN
dpc-1953	209	27	cancer	cancer	NOUN
dpc-1953	209	28	in	in	ADP
dpc-1953	209	29	adults	adult	NOUN
dpc-1953	209	30	.	.	PUNCT
dpc-1953	210	1	cochrane	cochrane	NOUN
dpc-1953	210	2	database	database	PROPN
dpc-1953	210	3	syst	syst	PROPN
dpc-1953	210	4	rev	rev	PROPN
dpc-1953	210	5	.	.	PROPN
dpc-1953	210	6	2018	2018	NUM
dpc-1953	210	7	;	;	PUNCT
dpc-1953	210	8	12(12):cd013186	12(12):cd013186	PROPN
dpc-1953	210	9	..	..	SYM
dpc-1953	210	10	doi	doi	NOUN
dpc-1953	210	11	:	:	PUNCT
dpc-1953	210	12	10.1002/14651858.cd013186	10.1002/14651858.cd013186	NUM
dpc-1953	210	13	.	.	PUNCT
dpc-1953	211	1	pmid	pmid	NOUN
dpc-1953	211	2	:	:	PUNCT
dpc-1953	211	3	30521691	30521691	NUM
dpc-1953	211	4	.	.	PUNCT
dpc-1953	212	1	pmcid	pmcid	ADJ
dpc-1953	212	2	:	:	PUNCT
dpc-1953	212	3	pmc6517147	pmc6517147	NOUN
dpc-1953	212	4	.	.	PUNCT
dpc-1953	213	1	9	9	X
dpc-1953	213	2	.	.	X
dpc-1953	213	3	dick	dick	PROPN
dpc-1953	213	4	v	v	PROPN
dpc-1953	213	5	,	,	PUNCT
dpc-1953	213	6	sinz	sinz	PROPN
dpc-1953	213	7	c	c	NOUN
dpc-1953	213	8	,	,	PUNCT
dpc-1953	213	9	mittlböck	mittlböck	ADJ
dpc-1953	213	10	m	m	SYM
dpc-1953	213	11	,	,	PUNCT
dpc-1953	213	12	kittler	kittler	PROPN
dpc-1953	213	13	h	h	NOUN
dpc-1953	213	14	,	,	PUNCT
dpc-1953	213	15	tschandl	tschandl	NOUN
dpc-1953	213	16	p.	p.	NOUN
dpc-1953	213	17	accuracy	accuracy	NOUN
dpc-1953	213	18	of	of	ADP
dpc-1953	213	19	computer	computer	NOUN
dpc-1953	213	20	-	-	PUNCT
dpc-1953	213	21	aided	aid	VERB
dpc-1953	213	22	diagnosis	diagnosis	NOUN
dpc-1953	213	23	of	of	ADP
dpc-1953	213	24	melanoma	melanoma	NOUN
dpc-1953	213	25	:	:	PUNCT
dpc-1953	213	26	a	a	DET
dpc-1953	213	27	meta	meta	ADJ
dpc-1953	213	28	-	-	PUNCT
dpc-1953	213	29	analysis	analysis	NOUN
dpc-1953	213	30	.	.	PUNCT
dpc-1953	214	1	jama	jama	PROPN
dpc-1953	214	2	dermatol	dermatol	NOUN
dpc-1953	214	3	.	.	PUNCT
dpc-1953	215	1	2019;155(11):1291	2019;155(11):1291	NUM
dpc-1953	215	2	-	-	SYM
dpc-1953	215	3	1299	1299	NUM
dpc-1953	215	4	.	.	PUNCT
dpc-1953	216	1	doi	doi	NOUN
dpc-1953	216	2	:	:	PUNCT
dpc-1953	216	3	10.1001/	10.1001/	NUM
dpc-1953	216	4	jamadermatol.2019.1375	jamadermatol.2019.1375	NOUN
dpc-1953	216	5	.	.	PUNCT
dpc-1953	217	1	pmid	pmid	NOUN
dpc-1953	217	2	:	:	PUNCT
dpc-1953	217	3	31215969	31215969	NUM
dpc-1953	217	4	.	.	PUNCT
dpc-1953	218	1	pmcid	pmcid	ADJ
dpc-1953	218	2	:	:	PUNCT
dpc-1953	218	3	pmc6584889.10	pmc6584889.10	NOUN
dpc-1953	218	4	.	.	PUNCT
dpc-1953	219	1	10	10	NUM
dpc-1953	219	2	.	.	PUNCT
dpc-1953	219	3	ferrara	ferrara	PROPN
dpc-1953	219	4	g	g	PROPN
dpc-1953	219	5	,	,	PUNCT
dpc-1953	219	6	argenyi	argenyi	PROPN
dpc-1953	219	7	z	z	PROPN
dpc-1953	219	8	,	,	PUNCT
dpc-1953	219	9	argenziano	argenziano	ADJ
dpc-1953	219	10	g	g	NOUN
dpc-1953	219	11	,	,	PUNCT
dpc-1953	219	12	et	et	PROPN
dpc-1953	219	13	al	al	PROPN
dpc-1953	219	14	.	.	PUNCT
dpc-1953	220	1	the	the	DET
dpc-1953	220	2	influence	influence	NOUN
dpc-1953	220	3	of	of	ADP
dpc-1953	220	4	clinical	clinical	ADJ
dpc-1953	220	5	information	information	NOUN
dpc-1953	220	6	in	in	ADP
dpc-1953	220	7	the	the	DET
dpc-1953	220	8	histopathologic	histopathologic	ADJ
dpc-1953	220	9	diagnosis	diagnosis	NOUN
dpc-1953	220	10	of	of	ADP
dpc-1953	220	11	melanocytic	melanocytic	ADJ
dpc-1953	220	12	skin	skin	NOUN
dpc-1953	220	13	neoplasms	neoplasm	NOUN
dpc-1953	220	14	.	.	PUNCT
dpc-1953	221	1	plos	plos	PROPN
dpc-1953	221	2	one	one	NUM
dpc-1953	221	3	.	.	PUNCT
dpc-1953	222	1	2009;4(4):e5375	2009;4(4):e5375	X
dpc-1953	222	2	.	.	PUNCT
dpc-1953	223	1	doi	doi	NOUN
dpc-1953	223	2	:	:	PUNCT
dpc-1953	223	3	10.1371	10.1371	NUM
dpc-1953	223	4	/	/	SYM
dpc-1953	223	5	journal	journal	NOUN
dpc-1953	223	6	.	.	PUNCT
dpc-1953	224	1	pone.0005375	pone.0005375	PROPN
dpc-1953	224	2	.	.	PUNCT
dpc-1953	225	1	pmid	pmid	NOUN
dpc-1953	225	2	:	:	PUNCT
dpc-1953	225	3	19404399	19404399	NUM
dpc-1953	225	4	.	.	PUNCT
dpc-1953	226	1	pmcid	pmcid	NOUN
dpc-1953	226	2	:	:	PUNCT
dpc-1953	226	3	pmc2671836	pmc2671836	NOUN
dpc-1953	226	4	.	.	PUNCT
dpc-1953	227	1	11	11	NUM
dpc-1953	227	2	.	.	PUNCT
dpc-1953	227	3	cerroni	cerroni	PROPN
dpc-1953	227	4	l	l	PROPN
dpc-1953	227	5	,	,	PUNCT
dpc-1953	227	6	argenyi	argenyi	PROPN
dpc-1953	227	7	z	z	PROPN
dpc-1953	227	8	,	,	PUNCT
dpc-1953	227	9	cerio	cerio	PROPN
dpc-1953	227	10	r	r	PROPN
dpc-1953	227	11	,	,	PUNCT
dpc-1953	227	12	et	et	PROPN
dpc-1953	227	13	al	al	PROPN
dpc-1953	227	14	.	.	PUNCT
dpc-1953	227	15	influence	influence	NOUN
dpc-1953	227	16	of	of	ADP
dpc-1953	227	17	evaluation	evaluation	NOUN
dpc-1953	227	18	of	of	ADP
dpc-1953	227	19	clinical	clinical	ADJ
dpc-1953	227	20	pictures	picture	NOUN
dpc-1953	227	21	on	on	ADP
dpc-1953	227	22	the	the	DET
dpc-1953	227	23	histopathologic	histopathologic	ADJ
dpc-1953	227	24	diagnosis	diagnosis	NOUN
dpc-1953	227	25	of	of	ADP
dpc-1953	227	26	inflammatory	inflammatory	ADJ
dpc-1953	227	27	skin	skin	NOUN
dpc-1953	227	28	disorders	disorder	NOUN
dpc-1953	227	29	.	.	PUNCT
dpc-1953	228	1	journal	journal	NOUN
dpc-1953	228	2	of	of	ADP
dpc-1953	228	3	the	the	DET
dpc-1953	228	4	american	american	PROPN
dpc-1953	228	5	academy	academy	PROPN
dpc-1953	228	6	of	of	ADP
dpc-1953	228	7	dermatology	dermatology	NOUN
dpc-1953	228	8	.	.	PUNCT
dpc-1953	229	1	2010;63(4):647	2010;63(4):647	NUM
dpc-1953	229	2	-	-	PUNCT
dpc-1953	229	3	652	652	NUM
dpc-1953	229	4	.	.	PUNCT
dpc-1953	230	1	doii:10.1016	doii:10.1016	PROPN
dpc-1953	230	2	/	/	SYM
dpc-1953	230	3	j.jaad.2009.09.009	j.jaad.2009.09.009	PROPN
dpc-1953	230	4	.	.	PUNCT
dpc-1953	231	1	pmid	pmid	NOUN
dpc-1953	231	2	:	:	PUNCT
dpc-1953	231	3	20846566	20846566	NUM
dpc-1953	231	4	.	.	PUNCT
dpc-1953	232	1	12	12	NUM
dpc-1953	232	2	.	.	PUNCT
dpc-1953	232	3	binder	binder	PROPN
dpc-1953	232	4	m	m	PROPN
dpc-1953	232	5	,	,	PUNCT
dpc-1953	232	6	kittler	kittler	PROPN
dpc-1953	232	7	h	h	NOUN
dpc-1953	232	8	,	,	PUNCT
dpc-1953	232	9	dreiseitl	dreiseitl	PROPN
dpc-1953	232	10	s	s	PROPN
dpc-1953	232	11	,	,	PUNCT
dpc-1953	232	12	ganster	ganster	NOUN
dpc-1953	232	13	h	h	NOUN
dpc-1953	232	14	,	,	PUNCT
dpc-1953	232	15	wolff	wolff	PROPN
dpc-1953	232	16	k	k	NOUN
dpc-1953	232	17	,	,	PUNCT
dpc-1953	232	18	pehamberger	pehamberger	ADJ
dpc-1953	232	19	h.	h.	PROPN
dpc-1953	232	20	computer	computer	NOUN
dpc-1953	232	21	-	-	PUNCT
dpc-1953	232	22	aided	aid	VERB
dpc-1953	232	23	epiluminescence	epiluminescence	NOUN
dpc-1953	232	24	microscopy	microscopy	NOUN
dpc-1953	232	25	of	of	ADP
dpc-1953	232	26	pigmented	pigmented	ADJ
dpc-1953	232	27	skin	skin	NOUN
dpc-1953	232	28	lesions	lesion	NOUN
dpc-1953	232	29	:	:	PUNCT
dpc-1953	232	30	the	the	DET
dpc-1953	232	31	value	value	NOUN
dpc-1953	232	32	of	of	ADP
dpc-1953	232	33	clinical	clinical	ADJ
dpc-1953	232	34	data	datum	NOUN
dpc-1953	232	35	for	for	ADP
dpc-1953	232	36	the	the	DET
dpc-1953	232	37	classification	classification	NOUN
dpc-1953	232	38	process	process	NOUN
dpc-1953	232	39	.	.	PUNCT
dpc-1953	233	1	melanoma	melanoma	NOUN
dpc-1953	233	2	res	re	NOUN
dpc-1953	233	3	.	.	PUNCT
dpc-1953	234	1	2000;10(6):556	2000;10(6):556	NUM
dpc-1953	234	2	-	-	PUNCT
dpc-1953	234	3	561	561	NUM
dpc-1953	234	4	.	.	PUNCT
dpc-1953	235	1	doi	doi	NOUN
dpc-1953	235	2	:	:	PUNCT
dpc-1953	235	3	10.1097/00008390	10.1097/00008390	NUM
dpc-1953	235	4	-	-	SYM
dpc-1953	235	5	200012000	200012000	NUM
dpc-1953	235	6	-	-	PUNCT
dpc-1953	235	7	00007	00007	NUM
dpc-1953	235	8	.	.	PUNCT
dpc-1953	236	1	pmid	pmid	NOUN
dpc-1953	236	2	:	:	PUNCT
dpc-1953	236	3	11198477	11198477	NUM
dpc-1953	236	4	.	.	PUNCT
dpc-1953	237	1	13	13	NUM
dpc-1953	237	2	.	.	PUNCT
dpc-1953	238	1	yap	yap	PROPN
dpc-1953	238	2	j	j	PROPN
dpc-1953	238	3	,	,	PUNCT
dpc-1953	238	4	yolland	yolland	PROPN
dpc-1953	239	1	w	w	NOUN
dpc-1953	239	2	,	,	PUNCT
dpc-1953	239	3	tschandl	tschandl	NOUN
dpc-1953	239	4	p.	p.	NOUN
dpc-1953	239	5	multimodal	multimodal	NOUN
dpc-1953	239	6	skin	skin	NOUN
dpc-1953	239	7	lesion	lesion	NOUN
dpc-1953	239	8	classification	classification	NOUN
dpc-1953	239	9	using	use	VERB
dpc-1953	239	10	deep	deep	ADJ
dpc-1953	239	11	learning	learning	NOUN
dpc-1953	239	12	.	.	PUNCT
dpc-1953	240	1	exp	exp	NOUN
dpc-1953	240	2	dermatol	dermatol	NOUN
dpc-1953	240	3	.	.	PUNCT
dpc-1953	241	1	2018;27(11):12611267	2018;27(11):12611267	X
dpc-1953	241	2	.	.	PUNCT
dpc-1953	242	1	doi:10.1111	doi:10.1111	PROPN
dpc-1953	242	2	/	/	SYM
dpc-1953	242	3	exd.13777	exd.13777	PROPN
dpc-1953	242	4	.	.	PUNCT
dpc-1953	243	1	pmid	pmid	NOUN
dpc-1953	243	2	:	:	PUNCT
dpc-1953	243	3	30187575	30187575	NUM
dpc-1953	243	4	.	.	PUNCT
dpc-1953	244	1	14	14	NUM
dpc-1953	244	2	.	.	PUNCT
dpc-1953	245	1	liu	liu	PROPN
dpc-1953	245	2	y	y	PROPN
dpc-1953	245	3	,	,	PUNCT
dpc-1953	245	4	jain	jain	PROPN
dpc-1953	245	5	a	a	PRON
dpc-1953	245	6	,	,	PUNCT
dpc-1953	245	7	eng	eng	PROPN
dpc-1953	245	8	c	c	NOUN
dpc-1953	245	9	,	,	PUNCT
dpc-1953	245	10	et	et	PROPN
dpc-1953	245	11	al	al	PROPN
dpc-1953	245	12	.	.	PUNCT
dpc-1953	246	1	a	a	DET
dpc-1953	246	2	deep	deep	ADJ
dpc-1953	246	3	learning	learning	NOUN
dpc-1953	246	4	system	system	NOUN
dpc-1953	246	5	for	for	ADP
dpc-1953	246	6	differential	differential	ADJ
dpc-1953	246	7	diagnosis	diagnosis	NOUN
dpc-1953	246	8	of	of	ADP
dpc-1953	246	9	skin	skin	NOUN
dpc-1953	246	10	diseases	disease	NOUN
dpc-1953	246	11	.	.	PUNCT
dpc-1953	247	1	nat	nat	PROPN
dpc-1953	247	2	med	med	PROPN
dpc-1953	247	3	.	.	PUNCT
dpc-1953	248	1	2020;26(6):900	2020;26(6):900	NUM
dpc-1953	248	2	-	-	SYM
dpc-1953	248	3	908	908	NUM
dpc-1953	248	4	.	.	PUNCT
dpc-1953	249	1	doi	doi	NOUN
dpc-1953	249	2	:	:	PUNCT
dpc-1953	249	3	10.1038	10.1038	NUM
dpc-1953	249	4	/	/	SYM
dpc-1953	249	5	s41591	s41591	VERB
dpc-1953	249	6	-	-	PUNCT
dpc-1953	249	7	020	020	NUM
dpc-1953	249	8	-	-	PUNCT
dpc-1953	249	9	0842	0842	NUM
dpc-1953	249	10	-	-	PUNCT
dpc-1953	249	11	3	3	NUM
dpc-1953	249	12	.	.	PUNCT
dpc-1953	250	1	pmid	pmid	NOUN
dpc-1953	250	2	:	:	PUNCT
dpc-1953	250	3	32424212	32424212	NUM
dpc-1953	250	4	.	.	PUNCT
dpc-1953	251	1	15	15	NUM
dpc-1953	251	2	.	.	PUNCT
dpc-1953	251	3	höhn	höhn	PROPN
dpc-1953	251	4	j	j	PROPN
dpc-1953	251	5	,	,	PUNCT
dpc-1953	251	6	hekler	hekler	NOUN
dpc-1953	251	7	a	a	DET
dpc-1953	251	8	,	,	PUNCT
dpc-1953	251	9	krieghoff	krieghoff	NOUN
dpc-1953	251	10	-	-	PUNCT
dpc-1953	251	11	henning	henning	NOUN
dpc-1953	251	12	e	e	NOUN
dpc-1953	251	13	,	,	PUNCT
dpc-1953	251	14	et	et	PROPN
dpc-1953	251	15	al	al	PROPN
dpc-1953	251	16	.	.	PUNCT
dpc-1953	251	17	integrating	integrate	VERB
dpc-1953	251	18	patient	patient	ADJ
dpc-1953	251	19	data	datum	NOUN
dpc-1953	251	20	into	into	ADP
dpc-1953	251	21	skin	skin	NOUN
dpc-1953	251	22	cancer	cancer	NOUN
dpc-1953	251	23	classification	classification	NOUN
dpc-1953	251	24	using	use	VERB
dpc-1953	251	25	convolutional	convolutional	ADJ
dpc-1953	251	26	neural	neural	ADJ
dpc-1953	251	27	networks	network	NOUN
dpc-1953	251	28	:	:	PUNCT
dpc-1953	251	29	systematic	systematic	ADJ
dpc-1953	251	30	review	review	NOUN
dpc-1953	251	31	.	.	PUNCT
dpc-1953	252	1	j	j	PROPN
dpc-1953	252	2	med	med	PROPN
dpc-1953	252	3	internet	internet	NOUN
dpc-1953	252	4	res	re	NOUN
dpc-1953	252	5	.	.	PUNCT
dpc-1953	253	1	2021;23(7):e20708	2021;23(7):e20708	X
dpc-1953	253	2	.	.	PUNCT
dpc-1953	253	3	doi	doi	NOUN
dpc-1953	253	4	:	:	PUNCT
dpc-1953	253	5	10.2196/20708	10.2196/20708	NUM
dpc-1953	253	6	.	.	PUNCT
dpc-1953	254	1	pmid	pmid	NOUN
dpc-1953	254	2	:	:	PUNCT
dpc-1953	254	3	34255646	34255646	NUM
dpc-1953	254	4	.	.	PUNCT
dpc-1953	255	1	pmcid	pmcid	NOUN
dpc-1953	255	2	:	:	PUNCT
dpc-1953	255	3	pmc8285747.16	pmc8285747.16	NOUN
dpc-1953	255	4	.	.	PUNCT
dpc-1953	256	1	16	16	NUM
dpc-1953	256	2	.	.	PUNCT
dpc-1953	257	1	pacheco	pacheco	PROPN
dpc-1953	257	2	agc	agc	PROPN
dpc-1953	257	3	,	,	PUNCT
dpc-1953	257	4	krohling	krohling	PROPN
dpc-1953	257	5	r.	r.	PROPN
dpc-1953	257	6	an	an	DET
dpc-1953	257	7	attention	attention	NOUN
dpc-1953	257	8	-	-	PUNCT
dpc-1953	257	9	based	base	VERB
dpc-1953	257	10	mechanism	mechanism	NOUN
dpc-1953	257	11	to	to	PART
dpc-1953	257	12	combine	combine	VERB
dpc-1953	257	13	images	image	NOUN
dpc-1953	257	14	and	and	CCONJ
dpc-1953	257	15	metadata	metadata	NOUN
dpc-1953	257	16	in	in	ADP
dpc-1953	257	17	deep	deep	ADJ
dpc-1953	257	18	learning	learning	NOUN
dpc-1953	257	19	models	model	NOUN
dpc-1953	257	20	applied	apply	VERB
dpc-1953	257	21	to	to	ADP
dpc-1953	257	22	skin	skin	NOUN
dpc-1953	257	23	cancer	cancer	NOUN
dpc-1953	257	24	classification	classification	NOUN
dpc-1953	257	25	.	.	PUNCT
dpc-1953	258	1	ieee	ieee	PROPN
dpc-1953	258	2	j	j	PROPN
dpc-1953	258	3	biomed	biome	VERB
dpc-1953	258	4	health	health	NOUN
dpc-1953	258	5	inform	inform	NOUN
dpc-1953	258	6	.	.	PUNCT
dpc-1953	259	1	2021;25(9):3554	2021;25(9):3554	NUM
dpc-1953	259	2	-	-	SYM
dpc-1953	259	3	3563	3563	NUM
dpc-1953	259	4	.	.	PUNCT
dpc-1953	260	1	doi	doi	NOUN
dpc-1953	260	2	:	:	PUNCT
dpc-1953	260	3	10.1109	10.1109	NUM
dpc-1953	260	4	/	/	SYM
dpc-1953	260	5	jbhi.2021.3062002	jbhi.2021.3062002	NOUN
dpc-1953	260	6	.	.	PUNCT
dpc-1953	261	1	pmid	pmid	NOUN
dpc-1953	261	2	:	:	PUNCT
dpc-1953	261	3	33635800.17	33635800.17	NUM
dpc-1953	261	4	.	.	PUNCT
dpc-1953	262	1	17	17	NUM
dpc-1953	262	2	.	.	PUNCT
dpc-1953	262	3	tognetti	tognetti	PROPN
dpc-1953	262	4	l	l	PROPN
dpc-1953	262	5	,	,	PUNCT
dpc-1953	262	6	bonechi	bonechi	PROPN
dpc-1953	262	7	s	s	PROPN
dpc-1953	262	8	,	,	PUNCT
dpc-1953	262	9	andreini	andreini	PROPN
dpc-1953	262	10	p	p	NOUN
dpc-1953	262	11	,	,	PUNCT
dpc-1953	262	12	et	et	PROPN
dpc-1953	262	13	al	al	PROPN
dpc-1953	262	14	.	.	PUNCT
dpc-1953	263	1	a	a	DET
dpc-1953	263	2	new	new	ADJ
dpc-1953	263	3	deep	deep	ADJ
dpc-1953	263	4	learning	learning	NOUN
dpc-1953	263	5	approach	approach	NOUN
dpc-1953	263	6	integrated	integrate	VERB
dpc-1953	263	7	with	with	ADP
dpc-1953	263	8	clinical	clinical	ADJ
dpc-1953	263	9	data	datum	NOUN
dpc-1953	263	10	for	for	ADP
dpc-1953	263	11	the	the	DET
dpc-1953	263	12	dermoscopic	dermoscopic	ADJ
dpc-1953	263	13	differentiation	differentiation	NOUN
dpc-1953	263	14	of	of	ADP
dpc-1953	263	15	early	early	ADJ
dpc-1953	263	16	melanomas	melanomas	NOUN
dpc-1953	263	17	from	from	ADP
dpc-1953	263	18	atypical	atypical	ADJ
dpc-1953	263	19	nevi	nevi	NOUN
dpc-1953	263	20	.	.	PUNCT
dpc-1953	264	1	j	j	PROPN
dpc-1953	264	2	dermatol	dermatol	NOUN
dpc-1953	264	3	sci	sci	PROPN
dpc-1953	264	4	.	.	PUNCT
dpc-1953	265	1	2021;101(2):115	2021;101(2):115	NUM
dpc-1953	265	2	-	-	SYM
dpc-1953	265	3	122	122	NUM
dpc-1953	265	4	.	.	PUNCT
dpc-1953	266	1	doi	doi	NOUN
dpc-1953	266	2	:	:	PUNCT
dpc-1953	266	3	10.1016	10.1016	NUM
dpc-1953	266	4	/	/	SYM
dpc-1953	266	5	j.jdermsci.2020.11.009	j.jdermsci.2020.11.009	PROPN
dpc-1953	266	6	.	.	PUNCT
dpc-1953	267	1	pmid	pmid	NOUN
dpc-1953	267	2	:	:	PUNCT
dpc-1953	267	3	33358096	33358096	NUM
dpc-1953	267	4	.	.	PUNCT
dpc-1953	268	1	18	18	NUM
dpc-1953	268	2	.	.	PUNCT
dpc-1953	269	1	chou	chou	PROPN
dpc-1953	269	2	w	w	PROPN
dpc-1953	269	3	-	-	PROPN
dpc-1953	269	4	y	y	PROPN
dpc-1953	269	5	,	,	PUNCT
dpc-1953	269	6	tien	tien	PROPN
dpc-1953	269	7	p	p	PROPN
dpc-1953	269	8	-	-	PUNCT
dpc-1953	269	9	t	t	PROPN
dpc-1953	269	10	,	,	PUNCT
dpc-1953	269	11	lin	lin	PROPN
dpc-1953	269	12	f	f	PROPN
dpc-1953	269	13	-	-	PUNCT
dpc-1953	269	14	y	y	PROPN
dpc-1953	269	15	,	,	PUNCT
dpc-1953	269	16	chiu	chiu	PROPN
dpc-1953	269	17	p	p	PROPN
dpc-1953	269	18	-	-	PUNCT
dpc-1953	269	19	c.	c.	NOUN
dpc-1953	269	20	application	application	NOUN
dpc-1953	269	21	of	of	ADP
dpc-1953	269	22	visually	visually	ADV
dpc-1953	269	23	based	base	VERB
dpc-1953	269	24	,	,	PUNCT
dpc-1953	269	25	computerised	computerise	VERB
dpc-1953	269	26	diagnostic	diagnostic	ADJ
dpc-1953	269	27	decision	decision	NOUN
dpc-1953	269	28	support	support	NOUN
dpc-1953	269	29	system	system	NOUN
dpc-1953	269	30	in	in	ADP
dpc-1953	269	31	dermatological	dermatological	ADJ
dpc-1953	269	32	medical	medical	ADJ
dpc-1953	269	33	education	education	NOUN
dpc-1953	269	34	:	:	PUNCT
dpc-1953	269	35	a	a	DET
dpc-1953	269	36	pilot	pilot	NOUN
dpc-1953	269	37	study	study	NOUN
dpc-1953	269	38	.	.	PUNCT
dpc-1953	270	1	postgrad	postgrad	PROPN
dpc-1953	270	2	med	med	PROPN
dpc-1953	270	3	j.	j.	PROPN
dpc-1953	270	4	2017;93(1099):256	2017;93(1099):256	PROPN
dpc-1953	270	5	-	-	PROPN
dpc-1953	270	6	259	259	NUM
dpc-1953	270	7	.	.	PUNCT
dpc-1953	271	1	doi	doi	NOUN
dpc-1953	271	2	:	:	PUNCT
dpc-1953	271	3	10.1136	10.1136	NUM
dpc-1953	271	4	/	/	SYM
dpc-1953	271	5	postgradmedj-2016	postgradmedj-2016	NOUN
dpc-1953	271	6	-	-	NUM
dpc-1953	271	7	134328	134328	NUM
dpc-1953	271	8	.	.	PUNCT
dpc-1953	272	1	pmid	pmid	NOUN
dpc-1953	272	2	:	:	PUNCT
dpc-1953	272	3	27591194	27591194	NUM
dpc-1953	272	4	.	.	PUNCT
dpc-1953	273	1	19	19	NUM
dpc-1953	273	2	.	.	X
dpc-1953	273	3	holubar	holubar	PROPN
dpc-1953	273	4	k.	k.	PROPN
dpc-1953	273	5	ferdinand	ferdinand	PROPN
dpc-1953	273	6	von	von	PROPN
dpc-1953	273	7	hebra	hebra	PROPN
dpc-1953	273	8	1816	1816	NUM
dpc-1953	273	9	-	-	PUNCT
dpc-1953	273	10	-1880	-1880	ADJ
dpc-1953	273	11	:	:	PUNCT
dpc-1953	273	12	on	on	ADP
dpc-1953	273	13	the	the	DET
dpc-1953	273	14	occasion	occasion	NOUN
dpc-1953	273	15	of	of	ADP
dpc-1953	273	16	the	the	DET
dpc-1953	273	17	centenary	centenary	NOUN
dpc-1953	273	18	of	of	ADP
dpc-1953	273	19	his	his	PRON
dpc-1953	273	20	death	death	NOUN
dpc-1953	273	21	.	.	PUNCT
dpc-1953	274	1	int	int	NOUN
dpc-1953	274	2	j	j	PROPN
dpc-1953	274	3	dermatol	dermatol	NOUN
dpc-1953	274	4	.	.	PUNCT
dpc-1953	275	1	1981;20(4):291	1981;20(4):291	NUM
dpc-1953	275	2	-	-	PUNCT
dpc-1953	275	3	295	295	NUM
dpc-1953	275	4	.	.	PUNCT
dpc-1953	276	1	doi	doi	NOUN
dpc-1953	276	2	:	:	PUNCT
dpc-1953	276	3	10.1111	10.1111	NUM
dpc-1953	276	4	/	/	SYM
dpc-1953	276	5	j.1365	j.1365	NOUN
dpc-1953	276	6	-	-	PUNCT
dpc-1953	276	7	4362.1981.tb04341.x	4362.1981.tb04341.x	NOUN
dpc-1953	276	8	.	.	PUNCT
dpc-1953	277	1	pmid	pmid	NOUN
dpc-1953	277	2	:	:	PUNCT
dpc-1953	277	3	7016771	7016771	NUM
dpc-1953	277	4	.	.	PUNCT
dpc-1953	278	1	20	20	NUM
dpc-1953	278	2	.	.	X
dpc-1953	278	3	salzer	salzer	NOUN
dpc-1953	278	4	g	g	NOUN
dpc-1953	278	5	,	,	PUNCT
dpc-1953	278	6	ciabattoni	ciabattoni	VERB
dpc-1953	278	7	a	a	DET
dpc-1953	278	8	,	,	PUNCT
dpc-1953	278	9	fermüller	fermüller	ADJ
dpc-1953	278	10	c	c	NOUN
dpc-1953	278	11	,	,	PUNCT
dpc-1953	278	12	et	et	PROPN
dpc-1953	278	13	al	al	PROPN
dpc-1953	278	14	.	.	PROPN
dpc-1953	278	15	dermtrainer	dermtrainer	PROPN
dpc-1953	278	16	:	:	PUNCT
dpc-1953	278	17	a	a	DET
dpc-1953	278	18	decision	decision	NOUN
dpc-1953	278	19	support	support	NOUN
dpc-1953	278	20	system	system	NOUN
dpc-1953	278	21	for	for	ADP
dpc-1953	278	22	dermatological	dermatological	ADJ
dpc-1953	278	23	diseases	disease	NOUN
dpc-1953	278	24	.	.	PUNCT
dpc-1953	279	1	arxiv	arxiv	PROPN
dpc-1953	280	1	[	[	X
dpc-1953	280	2	csir	csir	PROPN
dpc-1953	280	3	]	]	PUNCT
dpc-1953	280	4	.	.	PUNCT
dpc-1953	281	1	published	publish	VERB
dpc-1953	281	2	online	online	ADJ
dpc-1953	281	3	july	july	PROPN
dpc-1953	281	4	1	1	NUM
dpc-1953	281	5	,	,	PUNCT
dpc-1953	281	6	2019	2019	NUM
dpc-1953	281	7	.	.	PUNCT
dpc-1953	282	1	doi	doi	NOUN
dpc-1953	282	2	:	:	PUNCT
dpc-1953	282	3	10.48550	10.48550	NUM
dpc-1953	282	4	/	/	SYM
dpc-1953	282	5	arxiv.1907.00635	arxiv.1907.00635	PROPN
dpc-1953	282	6	21	21	NUM
dpc-1953	282	7	.	.	PUNCT
dpc-1953	283	1	r	r	NOUN
dpc-1953	283	2	core	core	NOUN
dpc-1953	283	3	team	team	NOUN
dpc-1953	283	4	.	.	PUNCT
dpc-1953	284	1	r	r	X
dpc-1953	284	2	:	:	PUNCT
dpc-1953	284	3	a	a	DET
dpc-1953	284	4	language	language	NOUN
dpc-1953	284	5	and	and	CCONJ
dpc-1953	284	6	environment	environment	NOUN
dpc-1953	284	7	for	for	ADP
dpc-1953	284	8	statistical	statistical	ADJ
dpc-1953	284	9	computing	computing	NOUN
dpc-1953	284	10	.	.	PUNCT
dpc-1953	285	1	r	r	NOUN
dpc-1953	285	2	foundation	foundation	NOUN
dpc-1953	285	3	for	for	ADP
dpc-1953	285	4	statistical	statistical	ADJ
dpc-1953	285	5	computing	computing	NOUN
dpc-1953	285	6	;	;	PUNCT
dpc-1953	285	7	2019	2019	NUM
dpc-1953	285	8	.	.	PUNCT
dpc-1953	286	1	available	available	ADJ
dpc-1953	286	2	from	from	ADP
dpc-1953	286	3	:	:	PUNCT
dpc-1953	286	4	https://www.r-project.org/	https://www.r-project.org/	PROPN
dpc-1953	286	5	22	22	NUM
dpc-1953	286	6	.	.	PUNCT
dpc-1953	287	1	holm	holm	PROPN
dpc-1953	287	2	s.	s.	PROPN
dpc-1953	287	3	a	a	DET
dpc-1953	287	4	simple	simple	ADJ
dpc-1953	287	5	sequentially	sequentially	ADV
dpc-1953	287	6	rejective	rejective	ADJ
dpc-1953	287	7	multiple	multiple	ADJ
dpc-1953	287	8	test	test	NOUN
dpc-1953	287	9	procedure	procedure	NOUN
dpc-1953	287	10	.	.	PUNCT
dpc-1953	288	1	scand	scand	PROPN
dpc-1953	288	2	stat	stat	PROPN
dpc-1953	288	3	theory	theory	PROPN
dpc-1953	288	4	appl	appl	PROPN
dpc-1953	288	5	.	.	PUNCT
dpc-1953	289	1	1979;6(2):65	1979;6(2):65	NUM
dpc-1953	289	2	-	-	SYM
dpc-1953	289	3	70	70	NUM
dpc-1953	289	4	.	.	PUNCT
dpc-1953	290	1	23	23	NUM
dpc-1953	290	2	.	.	PUNCT
dpc-1953	291	1	wickham	wickham	PROPN
dpc-1953	291	2	h.	h.	PROPN
dpc-1953	291	3	ggplot2	ggplot2	PROPN
dpc-1953	291	4	:	:	PUNCT
dpc-1953	291	5	elegant	elegant	ADJ
dpc-1953	291	6	graphics	graphic	NOUN
dpc-1953	291	7	for	for	ADP
dpc-1953	291	8	data	datum	NOUN
dpc-1953	291	9	analysis	analysis	NOUN
dpc-1953	291	10	.	.	PUNCT
dpc-1953	292	1	springer	springer	NOUN
dpc-1953	292	2	-	-	PUNCT
dpc-1953	292	3	verlag	verlag	PROPN
dpc-1953	292	4	new	new	PROPN
dpc-1953	292	5	york	york	PROPN
dpc-1953	292	6	;	;	PUNCT
dpc-1953	292	7	2016	2016	NUM
dpc-1953	292	8	.	.	PUNCT
dpc-1953	293	1	24	24	NUM
dpc-1953	293	2	.	.	PUNCT
dpc-1953	294	1	ceney	ceney	PROPN
dpc-1953	294	2	a	a	X
dpc-1953	294	3	,	,	PUNCT
dpc-1953	294	4	tolond	tolond	NOUN
dpc-1953	294	5	s	s	NOUN
dpc-1953	294	6	,	,	PUNCT
dpc-1953	294	7	glowinski	glowinski	VERB
dpc-1953	294	8	a	a	DET
dpc-1953	294	9	,	,	PUNCT
dpc-1953	294	10	marks	mark	NOUN
dpc-1953	294	11	b	b	NUM
dpc-1953	294	12	,	,	PUNCT
dpc-1953	294	13	swift	swift	ADJ
dpc-1953	294	14	s	s	NOUN
dpc-1953	294	15	,	,	PUNCT
dpc-1953	294	16	palser	palser	NOUN
dpc-1953	294	17	t.	t.	NOUN
dpc-1953	294	18	accuracy	accuracy	NOUN
dpc-1953	294	19	of	of	ADP
dpc-1953	294	20	online	online	ADJ
dpc-1953	294	21	symptom	symptom	NOUN
dpc-1953	294	22	checkers	checker	NOUN
dpc-1953	294	23	and	and	CCONJ
dpc-1953	294	24	the	the	DET
dpc-1953	294	25	potential	potential	ADJ
dpc-1953	294	26	impact	impact	NOUN
dpc-1953	294	27	on	on	ADP
dpc-1953	294	28	service	service	NOUN
dpc-1953	294	29	utilisation	utilisation	NOUN
dpc-1953	294	30	.	.	PUNCT
dpc-1953	295	1	plos	plos	PROPN
dpc-1953	295	2	one	one	NUM
dpc-1953	295	3	.	.	PUNCT
dpc-1953	296	1	2021;16(7):e0254088	2021;16(7):e0254088	X
dpc-1953	296	2	.	.	PUNCT
dpc-1953	296	3	doi	doi	NOUN
dpc-1953	296	4	:	:	PUNCT
dpc-1953	296	5	10.1371	10.1371	NUM
dpc-1953	296	6	/	/	SYM
dpc-1953	296	7	journal.pone.0254088	journal.pone.0254088	PROPN
dpc-1953	296	8	.	.	PUNCT
dpc-1953	297	1	pmid	pmid	NOUN
dpc-1953	297	2	:	:	PUNCT
dpc-1953	297	3	34265845	34265845	NUM
dpc-1953	297	4	.	.	PUNCT
dpc-1953	298	1	pmcid	pmcid	NOUN
dpc-1953	298	2	:	:	PUNCT
dpc-1953	298	3	pmc8282353	pmc8282353	PROPN
dpc-1953	298	4	.	.	PUNCT
dpc-1953	299	1	25	25	NUM
dpc-1953	299	2	.	.	PUNCT
dpc-1953	300	1	gilbert	gilbert	PROPN
dpc-1953	300	2	s	s	PROPN
dpc-1953	300	3	,	,	PUNCT
dpc-1953	300	4	mehl	mehl	X
dpc-1953	300	5	a	a	NOUN
dpc-1953	300	6	,	,	PUNCT
dpc-1953	300	7	baluch	baluch	PROPN
dpc-1953	300	8	a	a	X
dpc-1953	300	9	,	,	PUNCT
dpc-1953	300	10	et	et	PROPN
dpc-1953	300	11	al	al	PROPN
dpc-1953	300	12	.	.	PUNCT
dpc-1953	301	1	how	how	SCONJ
dpc-1953	301	2	accurate	accurate	ADJ
dpc-1953	301	3	are	be	AUX
dpc-1953	301	4	digital	digital	ADJ
dpc-1953	301	5	symptom	symptom	NOUN
dpc-1953	301	6	assessment	assessment	NOUN
dpc-1953	301	7	apps	app	NOUN
dpc-1953	301	8	for	for	ADP
dpc-1953	301	9	suggesting	suggest	VERB
dpc-1953	301	10	conditions	condition	NOUN
dpc-1953	301	11	and	and	CCONJ
dpc-1953	301	12	urgency	urgency	NOUN
dpc-1953	301	13	advice	advice	NOUN
dpc-1953	301	14	?	?	PUNCT
dpc-1953	302	1	a	a	DET
dpc-1953	302	2	clinical	clinical	ADJ
dpc-1953	302	3	vignettes	vignette	NOUN
dpc-1953	302	4	comparison	comparison	NOUN
dpc-1953	302	5	to	to	PART
dpc-1953	302	6	gps	gps	PROPN
dpc-1953	302	7	.	.	PUNCT
dpc-1953	303	1	bmj	bmj	PROPN
dpc-1953	303	2	open	open	ADJ
dpc-1953	303	3	.	.	PUNCT
dpc-1953	304	1	2020;10(12):e040269	2020;10(12):e040269	X
dpc-1953	304	2	.	.	PUNCT
dpc-1953	305	1	doi	doi	NOUN
dpc-1953	305	2	:	:	PUNCT
dpc-1953	305	3	10.1136	10.1136	NUM
dpc-1953	305	4	/	/	SYM
dpc-1953	305	5	bmjopen-2020	bmjopen-2020	NOUN
dpc-1953	305	6	-	-	PUNCT
dpc-1953	305	7	040269	040269	NUM
dpc-1953	305	8	.	.	PUNCT
dpc-1953	306	1	pmid	pmid	NOUN
dpc-1953	306	2	:	:	PUNCT
dpc-1953	306	3	33328258	33328258	NUM
dpc-1953	306	4	.	.	PUNCT
dpc-1953	307	1	pmcid	pmcid	ADJ
dpc-1953	307	2	:	:	PUNCT
dpc-1953	307	3	pmc7745523	pmc7745523	NOUN
dpc-1953	307	4	.	.	PUNCT
dpc-1953	308	1	26	26	NUM
dpc-1953	308	2	.	.	PUNCT
dpc-1953	309	1	burke	burke	PROPN
dpc-1953	309	2	md	md	PROPN
dpc-1953	309	3	,	,	PUNCT
dpc-1953	309	4	savard	savard	PROPN
dpc-1953	309	5	lb	lb	PROPN
dpc-1953	309	6	,	,	PUNCT
dpc-1953	309	7	rubin	rubin	PROPN
dpc-1953	309	8	as	as	ADP
dpc-1953	309	9	,	,	PUNCT
dpc-1953	309	10	littenberg	littenberg	PROPN
dpc-1953	309	11	b.	b.	PROPN
dpc-1953	309	12	barriers	barrier	NOUN
dpc-1953	309	13	and	and	CCONJ
dpc-1953	309	14	facilitators	facilitator	NOUN
dpc-1953	309	15	to	to	PART
dpc-1953	309	16	use	use	VERB
dpc-1953	309	17	of	of	ADP
dpc-1953	309	18	a	a	DET
dpc-1953	309	19	clinical	clinical	ADJ
dpc-1953	309	20	evidence	evidence	NOUN
dpc-1953	309	21	technology	technology	NOUN
dpc-1953	309	22	in	in	ADP
dpc-1953	309	23	the	the	DET
dpc-1953	309	24	management	management	NOUN
dpc-1953	309	25	of	of	ADP
dpc-1953	309	26	skin	skin	NOUN
dpc-1953	309	27	problems	problem	NOUN
dpc-1953	309	28	in	in	ADP
dpc-1953	309	29	primary	primary	ADJ
dpc-1953	309	30	care	care	NOUN
dpc-1953	309	31	:	:	PUNCT
dpc-1953	309	32	insights	insight	NOUN
dpc-1953	309	33	from	from	ADP
dpc-1953	309	34	mixed	mixed	ADJ
dpc-1953	309	35	methods	method	NOUN
dpc-1953	309	36	.	.	PUNCT
dpc-1953	310	1	j	j	PROPN
dpc-1953	310	2	med	med	PROPN
dpc-1953	310	3	libr	libr	PROPN
dpc-1953	310	4	assoc	assoc	NOUN
dpc-1953	310	5	.	.	PUNCT
dpc-1953	311	1	2020;108(3):428	2020;108(3):428	NUM
dpc-1953	311	2	-	-	SYM
dpc-1953	311	3	439	439	NUM
dpc-1953	311	4	.	.	PUNCT
dpc-1953	311	5	doi	doi	NOUN
dpc-1953	311	6	:	:	PUNCT
dpc-1953	311	7	10.5195/	10.5195/	NUM
dpc-1953	311	8	jmla.2020.787	jmla.2020.787	ADJ
dpc-1953	311	9	.	.	PUNCT
dpc-1953	312	1	pmid	pmid	NOUN
dpc-1953	312	2	:	:	PUNCT
dpc-1953	312	3	32843874	32843874	NUM
dpc-1953	312	4	.	.	PUNCT
dpc-1953	313	1	pmcid	pmcid	NOUN
dpc-1953	313	2	:	:	PUNCT
dpc-1953	313	3	pmc7441913	pmc7441913	PROPN
dpc-1953	313	4	.	.	PUNCT
dpc-1953	314	1	27	27	NUM
dpc-1953	314	2	.	.	PUNCT
dpc-1953	315	1	groh	groh	PROPN
dpc-1953	315	2	m	m	PROPN
dpc-1953	315	3	,	,	PUNCT
dpc-1953	315	4	harris	harris	PROPN
dpc-1953	315	5	c	c	PROPN
dpc-1953	315	6	,	,	PUNCT
dpc-1953	315	7	soenksen	soenksen	VERB
dpc-1953	315	8	l	l	NOUN
dpc-1953	315	9	,	,	PUNCT
dpc-1953	315	10	et	et	PROPN
dpc-1953	315	11	al	al	PROPN
dpc-1953	315	12	.	.	PUNCT
dpc-1953	316	1	evaluating	evaluate	VERB
dpc-1953	316	2	deep	deep	ADJ
dpc-1953	316	3	neural	neural	ADJ
dpc-1953	316	4	networks	network	NOUN
dpc-1953	316	5	trained	train	VERB
dpc-1953	316	6	on	on	ADP
dpc-1953	316	7	clinical	clinical	ADJ
dpc-1953	316	8	images	image	NOUN
dpc-1953	316	9	in	in	ADP
dpc-1953	316	10	dermatology	dermatology	NOUN
dpc-1953	316	11	with	with	ADP
dpc-1953	316	12	the	the	DET
dpc-1953	316	13	fitzpatrick	fitzpatrick	PROPN
dpc-1953	316	14	17k	17k	PROPN
dpc-1953	316	15	dataset	dataset	VERB
dpc-1953	316	16	.	.	PUNCT
dpc-1953	317	1	in	in	ADP
dpc-1953	317	2	:	:	PUNCT
dpc-1953	317	3	proceedings	proceeding	NOUN
dpc-1953	317	4	of	of	ADP
dpc-1953	317	5	the	the	DET
dpc-1953	317	6	ieee	ieee	NOUN
dpc-1953	317	7	/	/	SYM
dpc-1953	317	8	cvf	cvf	NOUN
dpc-1953	317	9	conference	conference	NOUN
dpc-1953	317	10	on	on	ADP
dpc-1953	317	11	computer	computer	NOUN
dpc-1953	317	12	vision	vision	NOUN
dpc-1953	317	13	and	and	CCONJ
dpc-1953	317	14	pattern	pattern	NOUN
dpc-1953	317	15	recognition	recognition	NOUN
dpc-1953	317	16	.	.	PUNCT
dpc-1953	318	1	2021;1820	2021;1820	NUM
dpc-1953	318	2	-	-	SYM
dpc-1953	318	3	1828	1828	NUM
dpc-1953	318	4	.	.	PUNCT
dpc-1953	319	1	doi	doi	NOUN
dpc-1953	319	2	:	:	PUNCT
dpc-1953	319	3	10.48550	10.48550	NUM
dpc-1953	319	4	/	/	SYM
dpc-1953	319	5	arxiv.2104.09957	arxiv.2104.09957	NOUN
dpc-1953	319	6	.	.	PUNCT