id	sid	tid	token	lemma	pos
dpc-3583	1	1	dermatology	dermatology	NOUN
dpc-3583	1	2	:	:	PUNCT
dpc-3583	1	3	practical	practical	ADJ
dpc-3583	1	4	and	and	CCONJ
dpc-3583	1	5	conceptual	conceptual	ADJ
dpc-3583	1	6	original	original	ADJ
dpc-3583	1	7	article	article	NOUN
dpc-3583	1	8	|	|	ADV
dpc-3583	1	9	dermatol	dermatol	ADJ
dpc-3583	1	10	pract	pract	NOUN
dpc-3583	1	11	concept	concept	NOUN
dpc-3583	1	12	.	.	PUNCT
dpc-3583	2	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	2	2	1	1	NUM
dpc-3583	2	3	dermoscopic	dermoscopic	NOUN
dpc-3583	2	4	features	feature	NOUN
dpc-3583	2	5	of	of	ADP
dpc-3583	2	6	cutaneous	cutaneous	ADJ
dpc-3583	2	7	vasculitis	vasculitis	PROPN
dpc-3583	2	8	ozge	ozge	PROPN
dpc-3583	2	9	sevil	sevil	PROPN
dpc-3583	2	10	karstarli	karstarli	PROPN
dpc-3583	2	11	bakay1	bakay1	PROPN
dpc-3583	2	12	,	,	PUNCT
dpc-3583	2	13	nida	nida	PROPN
dpc-3583	2	14	kacar1	kacar1	PROPN
dpc-3583	2	15	,	,	PUNCT
dpc-3583	2	16	melis	melis	PROPN
dpc-3583	2	17	gonulal2	gonulal2	PROPN
dpc-3583	2	18	,	,	PUNCT
dpc-3583	2	19	nese	nese	PROPN
dpc-3583	2	20	calli	calli	PROPN
dpc-3583	2	21	demirkan3	demirkan3	PROPN
dpc-3583	2	22	,	,	PUNCT
dpc-3583	2	23	hülya	hülya	NOUN
dpc-3583	2	24	 	 	SPACE
dpc-3583	2	25	cenk1	cenk1	PROPN
dpc-3583	2	26	,	,	PUNCT
dpc-3583	2	27	sule	sule	PROPN
dpc-3583	2	28	goksin1	goksin1	PROPN
dpc-3583	2	29	,	,	PUNCT
dpc-3583	2	30	yunus	yunus	PROPN
dpc-3583	2	31	gural4	gural4	PROPN
dpc-3583	2	32	1	1	NUM
dpc-3583	2	33	pamukkale	pamukkale	PROPN
dpc-3583	2	34	university	university	NOUN
dpc-3583	2	35	faculty	faculty	NOUN
dpc-3583	2	36	of	of	ADP
dpc-3583	2	37	medicine	medicine	NOUN
dpc-3583	2	38	,	,	PUNCT
dpc-3583	2	39	department	department	NOUN
dpc-3583	2	40	of	of	ADP
dpc-3583	2	41	dermatology	dermatology	NOUN
dpc-3583	2	42	,	,	PUNCT
dpc-3583	2	43	denizli	denizli	PROPN
dpc-3583	2	44	,	,	PUNCT
dpc-3583	2	45	turkey	turkey	NOUN
dpc-3583	2	46	2	2	NUM
dpc-3583	2	47	tepecik	tepecik	ADJ
dpc-3583	2	48	education	education	NOUN
dpc-3583	2	49	and	and	CCONJ
dpc-3583	2	50	research	research	NOUN
dpc-3583	2	51	hospital	hospital	PROPN
dpc-3583	2	52	department	department	PROPN
dpc-3583	2	53	of	of	ADP
dpc-3583	2	54	dermatology	dermatology	NOUN
dpc-3583	2	55	,	,	PUNCT
dpc-3583	2	56	university	university	NOUN
dpc-3583	2	57	of	of	ADP
dpc-3583	2	58	health	health	PROPN
dpc-3583	2	59	sciences	sciences	PROPN
dpc-3583	2	60	turkey	turkey	PROPN
dpc-3583	2	61	,	,	PUNCT
dpc-3583	2	62	i̇zmir	i̇zmir	NOUN
dpc-3583	2	63	,	,	PUNCT
dpc-3583	2	64	turkey	turkey	PROPN
dpc-3583	2	65	3	3	NUM
dpc-3583	2	66	department	department	NOUN
dpc-3583	2	67	of	of	ADP
dpc-3583	2	68	pathology	pathology	PROPN
dpc-3583	2	69	,	,	PUNCT
dpc-3583	2	70	medical	medical	ADJ
dpc-3583	2	71	faculty	faculty	NOUN
dpc-3583	2	72	,	,	PUNCT
dpc-3583	2	73	pamukkale	pamukkale	PROPN
dpc-3583	2	74	university	university	PROPN
dpc-3583	2	75	,	,	PUNCT
dpc-3583	2	76	denizli	denizli	PROPN
dpc-3583	2	77	,	,	PUNCT
dpc-3583	2	78	turkey	turkey	PROPN
dpc-3583	2	79	4	4	NUM
dpc-3583	2	80	firat	firat	PROPN
dpc-3583	2	81	university	university	PROPN
dpc-3583	2	82	faculty	faculty	NOUN
dpc-3583	2	83	of	of	ADP
dpc-3583	2	84	science	science	NOUN
dpc-3583	2	85	,	,	PUNCT
dpc-3583	2	86	division	division	NOUN
dpc-3583	2	87	of	of	ADP
dpc-3583	2	88	statistics	statistic	NOUN
dpc-3583	2	89	,	,	PUNCT
dpc-3583	2	90	elazig	elazig	PROPN
dpc-3583	2	91	,	,	PUNCT
dpc-3583	2	92	turkey	turkey	PROPN
dpc-3583	2	93	key	key	ADJ
dpc-3583	2	94	words	word	NOUN
dpc-3583	2	95	:	:	PUNCT
dpc-3583	2	96	dermoscopy	dermoscopy	NOUN
dpc-3583	2	97	,	,	PUNCT
dpc-3583	2	98	machine	machine	NOUN
dpc-3583	2	99	learning	learning	NOUN
dpc-3583	2	100	,	,	PUNCT
dpc-3583	2	101	cutaneous	cutaneous	ADJ
dpc-3583	2	102	vasculitis	vasculitis	PROPN
dpc-3583	2	103	,	,	PUNCT
dpc-3583	2	104	inflammoscopy	inflammoscopy	NOUN
dpc-3583	2	105	citation	citation	NOUN
dpc-3583	2	106	:	:	PUNCT
dpc-3583	2	107	karstarli	karstarli	PROPN
dpc-3583	2	108	bakay	bakay	PROPN
dpc-3583	3	1	os	os	PROPN
dpc-3583	3	2	,	,	PUNCT
dpc-3583	3	3	kacar	kacar	PROPN
dpc-3583	3	4	n	n	CCONJ
dpc-3583	3	5	,	,	PUNCT
dpc-3583	3	6	gonulal	gonulal	PROPN
dpc-3583	3	7	m	m	PROPN
dpc-3583	3	8	,	,	PUNCT
dpc-3583	3	9	et	et	PROPN
dpc-3583	3	10	al	al	PROPN
dpc-3583	3	11	.	.	PROPN
dpc-3583	3	12	dermoscopic	dermoscopic	PROPN
dpc-3583	3	13	features	feature	NOUN
dpc-3583	3	14	of	of	ADP
dpc-3583	3	15	cutaneous	cutaneous	ADJ
dpc-3583	3	16	vasculitis	vasculitis	PROPN
dpc-3583	3	17	.	.	PUNCT
dpc-3583	4	1	dermatol	dermatol	NOUN
dpc-3583	4	2	pract	pract	PROPN
dpc-3583	4	3	concept	concept	NOUN
dpc-3583	4	4	.	.	PUNCT
dpc-3583	5	1	2024;14(1):e2024051	2024;14(1):e2024051	X
dpc-3583	5	2	.	.	PUNCT
dpc-3583	5	3	doi	doi	NOUN
dpc-3583	5	4	:	:	PUNCT
dpc-3583	5	5	https://doi.org/10.5826/dpc.1401a51	https://doi.org/10.5826/dpc.1401a51	NOUN
dpc-3583	5	6	accepted	accept	VERB
dpc-3583	5	7	:	:	PUNCT
dpc-3583	5	8	august	august	PROPN
dpc-3583	5	9	26	26	NUM
dpc-3583	5	10	,	,	PUNCT
dpc-3583	5	11	2023	2023	NUM
dpc-3583	5	12	;	;	PUNCT
dpc-3583	5	13	published	publish	VERB
dpc-3583	5	14	:	:	PUNCT
dpc-3583	5	15	january	january	PROPN
dpc-3583	5	16	2024	2024	NUM
dpc-3583	6	1	copyright	copyright	NOUN
dpc-3583	6	2	:	:	PUNCT
dpc-3583	6	3	©	©	PROPN
dpc-3583	6	4	2024	2024	NUM
dpc-3583	6	5	karstarli	karstarli	NOUN
dpc-3583	6	6	bakay	bakay	PROPN
dpc-3583	6	7	et	et	PROPN
dpc-3583	6	8	al	al	PROPN
dpc-3583	6	9	.	.	PUNCT
dpc-3583	7	1	this	this	PRON
dpc-3583	7	2	is	be	AUX
dpc-3583	7	3	an	an	DET
dpc-3583	7	4	open	open	ADJ
dpc-3583	7	5	-	-	PUNCT
dpc-3583	7	6	access	access	NOUN
dpc-3583	7	7	article	article	NOUN
dpc-3583	7	8	distributed	distribute	VERB
dpc-3583	7	9	under	under	ADP
dpc-3583	7	10	the	the	DET
dpc-3583	7	11	terms	term	NOUN
dpc-3583	7	12	of	of	ADP
dpc-3583	7	13	the	the	DET
dpc-3583	7	14	creative	creative	ADJ
dpc-3583	7	15	commons	common	NOUN
dpc-3583	7	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-3583	7	17	license	license	NOUN
dpc-3583	7	18	(	(	PUNCT
dpc-3583	7	19	by	by	ADP
dpc-3583	7	20	-	-	PUNCT
dpc-3583	7	21	nc-4.0	nc-4.0	NOUN
dpc-3583	7	22	)	)	PUNCT
dpc-3583	7	23	,	,	PUNCT
dpc-3583	7	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-3583	7	25	,	,	PUNCT
dpc-3583	7	26	which	which	PRON
dpc-3583	7	27	permits	permit	VERB
dpc-3583	7	28	unrestricted	unrestricted	ADJ
dpc-3583	7	29	noncommercial	noncommercial	ADJ
dpc-3583	7	30	use	use	NOUN
dpc-3583	7	31	,	,	PUNCT
dpc-3583	7	32	distribution	distribution	NOUN
dpc-3583	7	33	,	,	PUNCT
dpc-3583	7	34	and	and	CCONJ
dpc-3583	7	35	reproduction	reproduction	NOUN
dpc-3583	7	36	in	in	ADP
dpc-3583	7	37	any	any	DET
dpc-3583	7	38	medium	medium	NOUN
dpc-3583	7	39	,	,	PUNCT
dpc-3583	7	40	provided	provide	VERB
dpc-3583	7	41	the	the	DET
dpc-3583	7	42	original	original	ADJ
dpc-3583	7	43	authors	author	NOUN
dpc-3583	7	44	and	and	CCONJ
dpc-3583	7	45	source	source	NOUN
dpc-3583	7	46	are	be	AUX
dpc-3583	7	47	credited	credit	VERB
dpc-3583	7	48	.	.	PUNCT
dpc-3583	8	1	funding	funding	NOUN
dpc-3583	8	2	:	:	PUNCT
dpc-3583	8	3	none	none	NOUN
dpc-3583	8	4	.	.	PUNCT
dpc-3583	9	1	competing	compete	VERB
dpc-3583	9	2	interests	interest	NOUN
dpc-3583	9	3	:	:	PUNCT
dpc-3583	9	4	none	none	NOUN
dpc-3583	9	5	.	.	PUNCT
dpc-3583	10	1	authorship	authorship	NOUN
dpc-3583	10	2	:	:	PUNCT
dpc-3583	10	3	all	all	DET
dpc-3583	10	4	authors	author	NOUN
dpc-3583	10	5	have	have	AUX
dpc-3583	10	6	contributed	contribute	VERB
dpc-3583	10	7	significantly	significantly	ADV
dpc-3583	10	8	to	to	ADP
dpc-3583	10	9	this	this	DET
dpc-3583	10	10	publication	publication	NOUN
dpc-3583	10	11	.	.	PUNCT
dpc-3583	11	1	corresponding	correspond	VERB
dpc-3583	11	2	author	author	NOUN
dpc-3583	11	3	:	:	PUNCT
dpc-3583	11	4	ozge	ozge	PROPN
dpc-3583	11	5	sevil	sevil	PROPN
dpc-3583	11	6	karstarli	karstarli	PROPN
dpc-3583	11	7	bakay	bakay	PROPN
dpc-3583	11	8	,	,	PUNCT
dpc-3583	11	9	pamukkale	pamukkale	PROPN
dpc-3583	11	10	university	university	NOUN
dpc-3583	11	11	,	,	PUNCT
dpc-3583	11	12	faculty	faculty	NOUN
dpc-3583	11	13	of	of	ADP
dpc-3583	11	14	medicine	medicine	NOUN
dpc-3583	11	15	,	,	PUNCT
dpc-3583	11	16	department	department	NOUN
dpc-3583	11	17	of	of	ADP
dpc-3583	11	18	dermatology	dermatology	NOUN
dpc-3583	11	19	,	,	PUNCT
dpc-3583	11	20	20160	20160	NUM
dpc-3583	11	21	,	,	PUNCT
dpc-3583	11	22	kınıklı	kınıklı	NOUN
dpc-3583	11	23	campus	campus	PROPN
dpc-3583	11	24	.	.	PUNCT
dpc-3583	12	1	denizli	denizli	PROPN
dpc-3583	12	2	,	,	PUNCT
dpc-3583	12	3	turkey	turkey	PROPN
dpc-3583	12	4	.	.	PUNCT
dpc-3583	13	1	phone	phone	NOUN
dpc-3583	13	2	:	:	PUNCT
dpc-3583	13	3	+095376755441	+095376755441	NUM
dpc-3583	13	4	e	e	NOUN
dpc-3583	13	5	-	-	NOUN
dpc-3583	13	6	mail	mail	NOUN
dpc-3583	13	7	:	:	PUNCT
dpc-3583	14	1	ozgekarstarli@hotmail.com	ozgekarstarli@hotmail.com	X
dpc-3583	14	2	introduction	introduction	NOUN
dpc-3583	14	3	:	:	PUNCT
dpc-3583	14	4	dermoscopy	dermoscopy	NOUN
dpc-3583	14	5	has	have	AUX
dpc-3583	14	6	become	become	VERB
dpc-3583	14	7	widespread	widespread	ADJ
dpc-3583	14	8	in	in	ADP
dpc-3583	14	9	the	the	DET
dpc-3583	14	10	diagnosis	diagnosis	NOUN
dpc-3583	14	11	of	of	ADP
dpc-3583	14	12	inflammatory	inflammatory	ADJ
dpc-3583	14	13	skin	skin	NOUN
dpc-3583	14	14	diseases	disease	NOUN
dpc-3583	14	15	.	.	PUNCT
dpc-3583	15	1	cutaneous	cutaneous	ADJ
dpc-3583	15	2	vasculitis	vasculitis	PROPN
dpc-3583	15	3	(	(	PUNCT
dpc-3583	15	4	cv	cv	PROPN
dpc-3583	15	5	)	)	PUNCT
dpc-3583	15	6	is	be	AUX
dpc-3583	15	7	characterized	characterize	VERB
dpc-3583	15	8	by	by	ADP
dpc-3583	15	9	inflammation	inflammation	NOUN
dpc-3583	15	10	of	of	ADP
dpc-3583	15	11	vessels	vessel	NOUN
dpc-3583	15	12	,	,	PUNCT
dpc-3583	15	13	and	and	CCONJ
dpc-3583	15	14	a	a	DET
dpc-3583	15	15	rapid	rapid	ADJ
dpc-3583	15	16	and	and	CCONJ
dpc-3583	15	17	reliable	reliable	ADJ
dpc-3583	15	18	technique	technique	NOUN
dpc-3583	15	19	is	be	AUX
dpc-3583	15	20	required	require	VERB
dpc-3583	15	21	for	for	ADP
dpc-3583	15	22	the	the	DET
dpc-3583	15	23	diagnosis	diagnosis	NOUN
dpc-3583	15	24	.	.	PUNCT
dpc-3583	16	1	objectives	objective	NOUN
dpc-3583	16	2	:	:	PUNCT
dpc-3583	16	3	we	we	PRON
dpc-3583	16	4	aimed	aim	VERB
dpc-3583	16	5	to	to	PART
dpc-3583	16	6	define	define	VERB
dpc-3583	16	7	cv	cv	PROPN
dpc-3583	16	8	dermoscopic	dermoscopic	NOUN
dpc-3583	16	9	features	feature	NOUN
dpc-3583	16	10	and	and	CCONJ
dpc-3583	16	11	increase	increase	VERB
dpc-3583	16	12	the	the	DET
dpc-3583	16	13	diagnostic	diagnostic	ADJ
dpc-3583	16	14	accuracy	accuracy	NOUN
dpc-3583	16	15	of	of	ADP
dpc-3583	16	16	dermoscopy	dermoscopy	NOUN
dpc-3583	16	17	with	with	ADP
dpc-3583	16	18	machine	machine	NOUN
dpc-3583	16	19	learning	learning	NOUN
dpc-3583	16	20	(	(	PUNCT
dpc-3583	16	21	ml	ml	NOUN
dpc-3583	16	22	)	)	PUNCT
dpc-3583	16	23	methods	method	NOUN
dpc-3583	16	24	.	.	PUNCT
dpc-3583	17	1	methods	method	NOUN
dpc-3583	17	2	:	:	PUNCT
dpc-3583	17	3	eighty	eighty	NUM
dpc-3583	17	4	-	-	PUNCT
dpc-3583	17	5	nine	nine	NUM
dpc-3583	17	6	patients	patient	NOUN
dpc-3583	17	7	with	with	ADP
dpc-3583	17	8	clinically	clinically	ADV
dpc-3583	17	9	suspected	suspect	VERB
dpc-3583	17	10	cv	cv	NOUN
dpc-3583	17	11	were	be	AUX
dpc-3583	17	12	included	include	VERB
dpc-3583	17	13	in	in	ADP
dpc-3583	17	14	the	the	DET
dpc-3583	17	15	study	study	NOUN
dpc-3583	17	16	.	.	PUNCT
dpc-3583	18	1	dermoscopic	dermoscopic	NOUN
dpc-3583	18	2	images	image	NOUN
dpc-3583	18	3	were	be	AUX
dpc-3583	18	4	obtained	obtain	VERB
dpc-3583	18	5	before	before	ADP
dpc-3583	18	6	biopsy	biopsy	NOUN
dpc-3583	18	7	using	use	VERB
dpc-3583	18	8	a	a	DET
dpc-3583	18	9	polarized	polarize	VERB
dpc-3583	18	10	dermoscopy	dermoscopy	NOUN
dpc-3583	18	11	.	.	PUNCT
dpc-3583	19	1	dermoscopic	dermoscopic	NOUN
dpc-3583	19	2	images	image	NOUN
dpc-3583	19	3	were	be	AUX
dpc-3583	19	4	independently	independently	ADV
dpc-3583	19	5	evaluated	evaluate	VERB
dpc-3583	19	6	,	,	PUNCT
dpc-3583	19	7	and	and	CCONJ
dpc-3583	19	8	interobserver	interobserver	PROPN
dpc-3583	19	9	variability	variability	NOUN
dpc-3583	19	10	was	be	AUX
dpc-3583	19	11	calculated	calculate	VERB
dpc-3583	19	12	.	.	PUNCT
dpc-3583	20	1	decision	decision	NOUN
dpc-3583	20	2	tree	tree	NOUN
dpc-3583	20	3	,	,	PUNCT
dpc-3583	20	4	random	random	ADJ
dpc-3583	20	5	forest	forest	NOUN
dpc-3583	20	6	,	,	PUNCT
dpc-3583	20	7	and	and	CCONJ
dpc-3583	20	8	k	k	X
dpc-3583	20	9	-	-	PUNCT
dpc-3583	20	10	nearest	near	ADJ
dpc-3583	20	11	neighbors	neighbor	NOUN
dpc-3583	20	12	were	be	AUX
dpc-3583	20	13	used	use	VERB
dpc-3583	20	14	as	as	ADP
dpc-3583	20	15	ml	ml	NOUN
dpc-3583	20	16	classification	classification	NOUN
dpc-3583	20	17	models	model	NOUN
dpc-3583	20	18	.	.	PUNCT
dpc-3583	21	1	results	result	NOUN
dpc-3583	21	2	:	:	PUNCT
dpc-3583	21	3	the	the	DET
dpc-3583	21	4	histopathological	histopathological	ADJ
dpc-3583	21	5	diagnosis	diagnosis	NOUN
dpc-3583	21	6	of	of	ADP
dpc-3583	21	7	58	58	NUM
dpc-3583	21	8	patients	patient	NOUN
dpc-3583	21	9	was	be	AUX
dpc-3583	21	10	cv	cv	PROPN
dpc-3583	21	11	.	.	PROPN
dpc-3583	21	12	three	three	NUM
dpc-3583	21	13	patterns	pattern	NOUN
dpc-3583	21	14	were	be	AUX
dpc-3583	21	15	observed	observe	VERB
dpc-3583	21	16	:	:	PUNCT
dpc-3583	21	17	homogeneous	homogeneous	ADJ
dpc-3583	21	18	pattern	pattern	NOUN
dpc-3583	21	19	,	,	PUNCT
dpc-3583	21	20	mottled	mottled	ADJ
dpc-3583	21	21	pattern	pattern	NOUN
dpc-3583	21	22	,	,	PUNCT
dpc-3583	21	23	and	and	CCONJ
dpc-3583	21	24	meshy	meshy	NOUN
dpc-3583	21	25	pattern	pattern	NOUN
dpc-3583	21	26	.	.	PUNCT
dpc-3583	22	1	there	there	PRON
dpc-3583	22	2	was	be	VERB
dpc-3583	22	3	a	a	DET
dpc-3583	22	4	significant	significant	ADJ
dpc-3583	22	5	difference	difference	NOUN
dpc-3583	22	6	in	in	ADP
dpc-3583	22	7	background	background	NOUN
dpc-3583	22	8	color	color	NOUN
dpc-3583	22	9	between	between	ADP
dpc-3583	22	10	the	the	DET
dpc-3583	22	11	cv	cv	PROPN
dpc-3583	22	12	and	and	CCONJ
dpc-3583	22	13	non	non	ADJ
dpc-3583	22	14	-	-	ADJ
dpc-3583	22	15	cv	cv	ADJ
dpc-3583	22	16	groups	group	NOUN
dpc-3583	22	17	(	(	PUNCT
dpc-3583	22	18	p	p	X
dpc-3583	22	19	=	=	NOUN
dpc-3583	22	20	0.001	0.001	NUM
dpc-3583	22	21	)	)	PUNCT
dpc-3583	22	22	.	.	PUNCT
dpc-3583	23	1	the	the	DET
dpc-3583	23	2	milky	milky	ADJ
dpc-3583	23	3	red	red	ADJ
dpc-3583	23	4	and	and	CCONJ
dpc-3583	23	5	livedoid	livedoid	NOUN
dpc-3583	23	6	background	background	NOUN
dpc-3583	23	7	color	color	NOUN
dpc-3583	23	8	were	be	AUX
dpc-3583	23	9	specific	specific	ADJ
dpc-3583	23	10	markers	marker	NOUN
dpc-3583	23	11	in	in	ADP
dpc-3583	23	12	the	the	DET
dpc-3583	23	13	differential	differential	ADJ
dpc-3583	23	14	diagnosis	diagnosis	NOUN
dpc-3583	23	15	of	of	ADP
dpc-3583	23	16	cv	cv	PROPN
dpc-3583	23	17	(	(	PUNCT
dpc-3583	23	18	sensitivity	sensitivity	NOUN
dpc-3583	23	19	56.7	56.7	NUM
dpc-3583	23	20	%	%	NOUN
dpc-3583	23	21	,	,	PUNCT
dpc-3583	23	22	specificity	specificity	NOUN
dpc-3583	23	23	96.3	96.3	NUM
dpc-3583	23	24	%	%	NOUN
dpc-3583	23	25	,	,	PUNCT
dpc-3583	23	26	sensitivity	sensitivity	NOUN
dpc-3583	23	27	29.4	29.4	NUM
dpc-3583	23	28	%	%	NOUN
dpc-3583	23	29	,	,	PUNCT
dpc-3583	23	30	specificity	specificity	NOUN
dpc-3583	23	31	99.2	99.2	NUM
dpc-3583	23	32	%	%	NOUN
dpc-3583	23	33	,	,	PUNCT
dpc-3583	23	34	respectively	respectively	ADV
dpc-3583	23	35	)	)	PUNCT
dpc-3583	23	36	.	.	PUNCT
dpc-3583	24	1	red	red	ADJ
dpc-3583	24	2	blotches	blotch	NOUN
dpc-3583	24	3	were	be	AUX
dpc-3583	24	4	significantly	significantly	ADV
dpc-3583	24	5	more	more	ADV
dpc-3583	24	6	common	common	ADJ
dpc-3583	24	7	in	in	ADP
dpc-3583	24	8	cv	cv	PROPN
dpc-3583	24	9	lesions	lesion	NOUN
dpc-3583	24	10	(	(	PUNCT
dpc-3583	24	11	p	p	X
dpc-3583	24	12	=	=	NOUN
dpc-3583	24	13	0.038	0.038	NUM
dpc-3583	24	14	)	)	PUNCT
dpc-3583	24	15	.	.	PUNCT
dpc-3583	25	1	red	red	ADJ
dpc-3583	25	2	dots	dot	NOUN
dpc-3583	25	3	,	,	PUNCT
dpc-3583	25	4	comma	comma	NOUN
dpc-3583	25	5	vessels	vessel	NOUN
dpc-3583	25	6	,	,	PUNCT
dpc-3583	25	7	and	and	CCONJ
dpc-3583	25	8	scales	scale	NOUN
dpc-3583	25	9	were	be	AUX
dpc-3583	25	10	more	more	ADV
dpc-3583	25	11	common	common	ADJ
dpc-3583	25	12	in	in	ADP
dpc-3583	25	13	the	the	DET
dpc-3583	25	14	non	non	ADJ
dpc-3583	25	15	-	-	PROPN
dpc-3583	25	16	cv	cv	ADJ
dpc-3583	25	17	group	group	NOUN
dpc-3583	25	18	(	(	PUNCT
dpc-3583	25	19	p	p	X
dpc-3583	25	20	 	 	SPACE
dpc-3583	25	21	=	=	NOUN
dpc-3583	25	22	 	 	SPACE
dpc-3583	25	23	0.002	0.002	NUM
dpc-3583	25	24	,	,	PUNCT
dpc-3583	25	25	p	p	X
dpc-3583	25	26	=	=	NOUN
dpc-3583	25	27	0.002	0.002	NUM
dpc-3583	25	28	,	,	PUNCT
dpc-3583	25	29	p	p	X
dpc-3583	25	30	=	=	NOUN
dpc-3583	25	31	0.003	0.003	NUM
dpc-3583	25	32	,	,	PUNCT
dpc-3583	25	33	respectively	respectively	ADV
dpc-3583	25	34	)	)	PUNCT
dpc-3583	25	35	.	.	PUNCT
dpc-3583	26	1	interobserver	interobserver	PROPN
dpc-3583	26	2	agreement	agreement	NOUN
dpc-3583	26	3	was	be	AUX
dpc-3583	26	4	very	very	ADV
dpc-3583	26	5	good	good	ADJ
dpc-3583	26	6	for	for	ADP
dpc-3583	26	7	both	both	DET
dpc-3583	26	8	pattern	pattern	NOUN
dpc-3583	26	9	(	(	PUNCT
dpc-3583	26	10	κ	κ	NOUN
dpc-3583	26	11	=	=	NOUN
dpc-3583	26	12	0.869	0.869	NUM
dpc-3583	26	13	)	)	PUNCT
dpc-3583	26	14	and	and	CCONJ
dpc-3583	26	15	background	background	NOUN
dpc-3583	26	16	color	color	NOUN
dpc-3583	26	17	analysis	analysis	NOUN
dpc-3583	26	18	(	(	PUNCT
dpc-3583	26	19	κ	κ	X
dpc-3583	26	20	=	=	PUNCT
dpc-3583	26	21	0.846	0.846	NUM
dpc-3583	26	22	)	)	PUNCT
dpc-3583	26	23	(	(	PUNCT
dpc-3583	26	24	p	p	X
dpc-3583	26	25	<	<	X
dpc-3583	26	26	0.001	0.001	NUM
dpc-3583	26	27	)	)	PUNCT
dpc-3583	26	28	.	.	PUNCT
dpc-3583	27	1	according	accord	VERB
dpc-3583	27	2	to	to	ADP
dpc-3583	27	3	ml	ml	PROPN
dpc-3583	27	4	classifiers	classifier	NOUN
dpc-3583	27	5	,	,	PUNCT
dpc-3583	27	6	the	the	DET
dpc-3583	27	7	background	background	NOUN
dpc-3583	27	8	color	color	NOUN
dpc-3583	27	9	and	and	CCONJ
dpc-3583	27	10	lack	lack	NOUN
dpc-3583	27	11	of	of	ADP
dpc-3583	27	12	scales	scale	NOUN
dpc-3583	27	13	were	be	AUX
dpc-3583	27	14	the	the	DET
dpc-3583	27	15	most	most	ADV
dpc-3583	27	16	significant	significant	ADJ
dpc-3583	27	17	dermoscopic	dermoscopic	ADJ
dpc-3583	27	18	aspects	aspect	NOUN
dpc-3583	27	19	of	of	ADP
dpc-3583	27	20	cv	cv	PROPN
dpc-3583	27	21	.	.	PROPN
dpc-3583	27	22	conclusions	conclusion	NOUN
dpc-3583	27	23	:	:	PUNCT
dpc-3583	27	24	dermoscopy	dermoscopy	NOUN
dpc-3583	27	25	may	may	AUX
dpc-3583	27	26	guide	guide	VERB
dpc-3583	27	27	as	as	ADP
dpc-3583	27	28	a	a	DET
dpc-3583	27	29	rapid	rapid	ADJ
dpc-3583	27	30	and	and	CCONJ
dpc-3583	27	31	reliable	reliable	ADJ
dpc-3583	27	32	technique	technique	NOUN
dpc-3583	27	33	in	in	ADP
dpc-3583	27	34	cv	cv	ADJ
dpc-3583	27	35	diagnosis	diagnosis	NOUN
dpc-3583	27	36	.	.	PUNCT
dpc-3583	28	1	high	high	ADJ
dpc-3583	28	2	accuracy	accuracy	NOUN
dpc-3583	28	3	rates	rate	NOUN
dpc-3583	28	4	obtained	obtain	VERB
dpc-3583	28	5	with	with	ADP
dpc-3583	28	6	ml	ml	NOUN
dpc-3583	28	7	methods	method	NOUN
dpc-3583	28	8	may	may	AUX
dpc-3583	28	9	increase	increase	VERB
dpc-3583	28	10	the	the	DET
dpc-3583	28	11	success	success	NOUN
dpc-3583	28	12	of	of	ADP
dpc-3583	28	13	dermoscopy	dermoscopy	NOUN
dpc-3583	28	14	.	.	PUNCT
dpc-3583	29	1	abstract	abstract	ADJ
dpc-3583	29	2	2	2	NUM
dpc-3583	29	3	original	original	ADJ
dpc-3583	29	4	article	article	NOUN
dpc-3583	29	5	|	|	ADV
dpc-3583	29	6	dermatol	dermatol	ADJ
dpc-3583	29	7	pract	pract	NOUN
dpc-3583	29	8	concept	concept	NOUN
dpc-3583	29	9	.	.	PUNCT
dpc-3583	30	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	30	2	introduction	introduction	NOUN
dpc-3583	30	3	vasculitis	vasculitis	PROPN
dpc-3583	30	4	is	be	AUX
dpc-3583	30	5	defined	define	VERB
dpc-3583	30	6	as	as	ADP
dpc-3583	30	7	blood	blood	NOUN
dpc-3583	30	8	vessel	vessel	NOUN
dpc-3583	30	9	wall	wall	PROPN
dpc-3583	30	10	inflammation	inflammation	PROPN
dpc-3583	30	11	and	and	CCONJ
dpc-3583	30	12	can	can	AUX
dpc-3583	30	13	affect	affect	VERB
dpc-3583	30	14	small	small	ADJ
dpc-3583	30	15	,	,	PUNCT
dpc-3583	30	16	medium	medium	ADJ
dpc-3583	30	17	,	,	PUNCT
dpc-3583	30	18	or	or	CCONJ
dpc-3583	30	19	large	large	ADJ
dpc-3583	30	20	vessels	vessel	NOUN
dpc-3583	30	21	.	.	PUNCT
dpc-3583	31	1	clinical	clinical	ADJ
dpc-3583	31	2	manifestations	manifestation	NOUN
dpc-3583	31	3	occur	occur	VERB
dpc-3583	31	4	depending	depend	VERB
dpc-3583	31	5	on	on	ADP
dpc-3583	31	6	the	the	DET
dpc-3583	31	7	size	size	NOUN
dpc-3583	31	8	of	of	ADP
dpc-3583	31	9	the	the	DET
dpc-3583	31	10	affected	affected	ADJ
dpc-3583	31	11	vessels	vessel	NOUN
dpc-3583	31	12	,	,	PUNCT
dpc-3583	31	13	involving	involve	VERB
dpc-3583	31	14	many	many	ADJ
dpc-3583	31	15	organ	organ	NOUN
dpc-3583	31	16	systems	system	NOUN
dpc-3583	31	17	in	in	ADP
dpc-3583	31	18	the	the	DET
dpc-3583	31	19	body	body	NOUN
dpc-3583	31	20	[	[	X
dpc-3583	31	21	1	1	NUM
dpc-3583	31	22	]	]	PUNCT
dpc-3583	31	23	.	.	PUNCT
dpc-3583	32	1	the	the	DET
dpc-3583	32	2	most	most	ADV
dpc-3583	32	3	common	common	ADJ
dpc-3583	32	4	form	form	NOUN
dpc-3583	32	5	of	of	ADP
dpc-3583	32	6	cutaneous	cutaneous	ADJ
dpc-3583	32	7	vasculitis	vasculitis	PROPN
dpc-3583	32	8	(	(	PUNCT
dpc-3583	32	9	cv	cv	PROPN
dpc-3583	32	10	)	)	PUNCT
dpc-3583	32	11	is	be	AUX
dpc-3583	32	12	cutaneous	cutaneous	ADJ
dpc-3583	32	13	small	small	ADJ
dpc-3583	32	14	-	-	PUNCT
dpc-3583	32	15	vessel	vessel	NOUN
dpc-3583	32	16	vasculitis	vasculitis	PROPN
dpc-3583	32	17	(	(	PUNCT
dpc-3583	32	18	csvv	csvv	NOUN
dpc-3583	32	19	)	)	PUNCT
dpc-3583	32	20	.	.	PUNCT
dpc-3583	33	1	csvv	csvv	NOUN
dpc-3583	33	2	affects	affect	VERB
dpc-3583	33	3	small	small	ADJ
dpc-3583	33	4	vessels	vessel	NOUN
dpc-3583	33	5	in	in	ADP
dpc-3583	33	6	the	the	DET
dpc-3583	33	7	superficial	superficial	ADJ
dpc-3583	33	8	and	and	CCONJ
dpc-3583	33	9	middle	middle	ADJ
dpc-3583	33	10	dermis	dermis	NOUN
dpc-3583	33	11	of	of	ADP
dpc-3583	33	12	the	the	DET
dpc-3583	33	13	skin	skin	NOUN
dpc-3583	33	14	,	,	PUNCT
dpc-3583	33	15	including	include	VERB
dpc-3583	33	16	arterioles	arteriole	NOUN
dpc-3583	33	17	,	,	PUNCT
dpc-3583	33	18	capillaries	capillary	NOUN
dpc-3583	33	19	,	,	PUNCT
dpc-3583	33	20	and	and	CCONJ
dpc-3583	33	21	postcapillary	postcapillary	ADJ
dpc-3583	33	22	venules	venule	NOUN
dpc-3583	33	23	[	[	X
dpc-3583	33	24	1,2	1,2	NUM
dpc-3583	33	25	]	]	PUNCT
dpc-3583	33	26	.	.	PUNCT
dpc-3583	34	1	csvv	csvv	PROPN
dpc-3583	34	2	typically	typically	ADV
dpc-3583	34	3	presents	present	VERB
dpc-3583	34	4	with	with	ADP
dpc-3583	34	5	palpable	palpable	ADJ
dpc-3583	34	6	or	or	CCONJ
dpc-3583	34	7	macular	macular	ADJ
dpc-3583	34	8	purpura	purpura	NOUN
dpc-3583	34	9	,	,	PUNCT
dpc-3583	34	10	but	but	CCONJ
dpc-3583	34	11	urticarial	urticarial	ADJ
dpc-3583	34	12	papules	papule	NOUN
dpc-3583	34	13	,	,	PUNCT
dpc-3583	34	14	pustules	pustule	NOUN
dpc-3583	34	15	,	,	PUNCT
dpc-3583	34	16	blisters	blister	NOUN
dpc-3583	34	17	,	,	PUNCT
dpc-3583	34	18	petechiae	petechiae	NOUN
dpc-3583	34	19	,	,	PUNCT
dpc-3583	34	20	or	or	CCONJ
dpc-3583	34	21	targetoid	targetoid	NOUN
dpc-3583	34	22	lesions	lesion	NOUN
dpc-3583	34	23	may	may	AUX
dpc-3583	34	24	be	be	AUX
dpc-3583	34	25	seen	see	VERB
dpc-3583	34	26	[	[	X
dpc-3583	34	27	1	1	NUM
dpc-3583	34	28	]	]	PUNCT
dpc-3583	34	29	.	.	PUNCT
dpc-3583	35	1	skin	skin	NOUN
dpc-3583	35	2	biopsy	biopsy	PROPN
dpc-3583	35	3	remains	remain	VERB
dpc-3583	35	4	the	the	DET
dpc-3583	35	5	gold	gold	ADJ
dpc-3583	35	6	standard	standard	NOUN
dpc-3583	35	7	for	for	ADP
dpc-3583	35	8	diagnosis	diagnosis	NOUN
dpc-3583	35	9	,	,	PUNCT
dpc-3583	35	10	classification	classification	NOUN
dpc-3583	35	11	,	,	PUNCT
dpc-3583	35	12	and	and	CCONJ
dpc-3583	35	13	exclusion	exclusion	NOUN
dpc-3583	35	14	of	of	ADP
dpc-3583	35	15	imitators	imitator	NOUN
dpc-3583	35	16	in	in	ADP
dpc-3583	35	17	cv	cv	PROPN
dpc-3583	35	18	.	.	PUNCT
dpc-3583	36	1	the	the	DET
dpc-3583	36	2	term	term	NOUN
dpc-3583	36	3	leukocytoclastic	leukocytoclastic	ADJ
dpc-3583	36	4	vasculitis	vasculitis	PROPN
dpc-3583	36	5	(	(	PUNCT
dpc-3583	36	6	lcv	lcv	PROPN
dpc-3583	36	7	)	)	PUNCT
dpc-3583	36	8	refers	refer	VERB
dpc-3583	36	9	to	to	ADP
dpc-3583	36	10	the	the	DET
dpc-3583	36	11	histopathological	histopathological	ADJ
dpc-3583	36	12	description	description	NOUN
dpc-3583	36	13	of	of	ADP
dpc-3583	36	14	a	a	DET
dpc-3583	36	15	common	common	ADJ
dpc-3583	36	16	form	form	NOUN
dpc-3583	36	17	of	of	ADP
dpc-3583	36	18	csvv	csvv	NOUN
dpc-3583	36	19	[	[	X
dpc-3583	36	20	2	2	NUM
dpc-3583	36	21	]	]	PUNCT
dpc-3583	36	22	.	.	PUNCT
dpc-3583	37	1	classical	classical	ADJ
dpc-3583	37	2	histopathological	histopathological	ADJ
dpc-3583	37	3	findings	finding	NOUN
dpc-3583	37	4	of	of	ADP
dpc-3583	37	5	lcv	lcv	PROPN
dpc-3583	37	6	are	be	AUX
dpc-3583	37	7	neutrophilic	neutrophilic	ADJ
dpc-3583	37	8	infiltration	infiltration	NOUN
dpc-3583	37	9	with	with	ADP
dpc-3583	37	10	signs	sign	NOUN
dpc-3583	37	11	of	of	ADP
dpc-3583	37	12	leukocytoclasia	leukocytoclasia	NOUN
dpc-3583	37	13	,	,	PUNCT
dpc-3583	37	14	fibrinoid	fibrinoid	ADJ
dpc-3583	37	15	necrosis	necrosis	NOUN
dpc-3583	37	16	,	,	PUNCT
dpc-3583	37	17	extravasated	extravasate	VERB
dpc-3583	37	18	red	red	ADJ
dpc-3583	37	19	blood	blood	NOUN
dpc-3583	37	20	cells	cell	NOUN
dpc-3583	37	21	,	,	PUNCT
dpc-3583	37	22	and	and	CCONJ
dpc-3583	37	23	damaged	damage	VERB
dpc-3583	37	24	endothelial	endothelial	ADJ
dpc-3583	37	25	cells	cell	NOUN
dpc-3583	37	26	.	.	PUNCT
dpc-3583	38	1	histopathologically	histopathologically	ADV
dpc-3583	38	2	,	,	PUNCT
dpc-3583	38	3	lcv	lcv	PROPN
dpc-3583	38	4	can	can	AUX
dpc-3583	38	5	be	be	AUX
dpc-3583	38	6	found	find	VERB
dpc-3583	38	7	in	in	ADP
dpc-3583	38	8	anca	anca	NOUN
dpc-3583	38	9	-	-	PUNCT
dpc-3583	38	10	associated	associate	VERB
dpc-3583	38	11	vasculitis	vasculitis	PROPN
dpc-3583	38	12	,	,	PUNCT
dpc-3583	38	13	immunocomplex	immunocomplex	PROPN
dpc-3583	38	14	vasculitis	vasculitis	PROPN
dpc-3583	38	15	such	such	ADJ
dpc-3583	38	16	as	as	ADP
dpc-3583	38	17	iga	iga	PROPN
dpc-3583	38	18	vasculitis	vasculitis	PROPN
dpc-3583	38	19	(	(	PUNCT
dpc-3583	38	20	henoch	henoch	PROPN
dpc-3583	38	21	–	–	PUNCT
dpc-3583	38	22	schonlein	schonlein	NOUN
dpc-3583	38	23	purpura	purpura	NOUN
dpc-3583	38	24	)	)	PUNCT
dpc-3583	38	25	,	,	PUNCT
dpc-3583	38	26	urticarial	urticarial	ADJ
dpc-3583	38	27	vasculitis	vasculitis	PROPN
dpc-3583	38	28	,	,	PUNCT
dpc-3583	38	29	and	and	CCONJ
dpc-3583	38	30	vasculitis	vasculitis	ADV
dpc-3583	38	31	-	-	PUNCT
dpc-3583	38	32	related	relate	VERB
dpc-3583	38	33	systemic	systemic	ADJ
dpc-3583	38	34	diseases	disease	NOUN
dpc-3583	38	35	[	[	X
dpc-3583	38	36	3	3	NUM
dpc-3583	38	37	]	]	PUNCT
dpc-3583	38	38	.	.	PUNCT
dpc-3583	39	1	in	in	ADP
dpc-3583	39	2	patients	patient	NOUN
dpc-3583	39	3	with	with	ADP
dpc-3583	39	4	cv	cv	PROPN
dpc-3583	39	5	,	,	PUNCT
dpc-3583	39	6	radiological	radiological	ADJ
dpc-3583	39	7	and	and	CCONJ
dpc-3583	39	8	laboratory	laboratory	NOUN
dpc-3583	39	9	evaluations	evaluation	NOUN
dpc-3583	39	10	should	should	AUX
dpc-3583	39	11	be	be	AUX
dpc-3583	39	12	performed	perform	VERB
dpc-3583	39	13	to	to	PART
dpc-3583	39	14	investigate	investigate	VERB
dpc-3583	39	15	systemic	systemic	ADJ
dpc-3583	39	16	involvement	involvement	NOUN
dpc-3583	39	17	 	 	SPACE
dpc-3583	40	1	[	[	X
dpc-3583	40	2	4	4	NUM
dpc-3583	40	3	]	]	PUNCT
dpc-3583	40	4	.	.	PUNCT
dpc-3583	41	1	since	since	SCONJ
dpc-3583	41	2	histopathological	histopathological	ADJ
dpc-3583	41	3	diagnosis	diagnosis	NOUN
dpc-3583	41	4	takes	take	VERB
dpc-3583	41	5	time	time	NOUN
dpc-3583	41	6	,	,	PUNCT
dpc-3583	41	7	many	many	ADJ
dpc-3583	41	8	patients	patient	NOUN
dpc-3583	41	9	with	with	ADP
dpc-3583	41	10	clinical	clinical	ADJ
dpc-3583	41	11	suspicion	suspicion	NOUN
dpc-3583	41	12	of	of	ADP
dpc-3583	41	13	cv	cv	PROPN
dpc-3583	41	14	are	be	AUX
dpc-3583	41	15	exposed	expose	VERB
dpc-3583	41	16	to	to	ADP
dpc-3583	41	17	unnecessary	unnecessary	ADJ
dpc-3583	41	18	laboratory	laboratory	NOUN
dpc-3583	41	19	examinations	examination	NOUN
dpc-3583	41	20	or	or	CCONJ
dpc-3583	41	21	immunosuppressive	immunosuppressive	ADJ
dpc-3583	41	22	therapies	therapy	NOUN
dpc-3583	41	23	.	.	PUNCT
dpc-3583	42	1	therefore	therefore	ADV
dpc-3583	42	2	,	,	PUNCT
dpc-3583	42	3	there	there	PRON
dpc-3583	42	4	is	be	VERB
dpc-3583	42	5	a	a	DET
dpc-3583	42	6	need	need	NOUN
dpc-3583	42	7	for	for	ADP
dpc-3583	42	8	a	a	DET
dpc-3583	42	9	rapid	rapid	ADJ
dpc-3583	42	10	and	and	CCONJ
dpc-3583	42	11	reliable	reliable	ADJ
dpc-3583	42	12	diagnostic	diagnostic	ADJ
dpc-3583	42	13	tool	tool	NOUN
dpc-3583	42	14	that	that	PRON
dpc-3583	42	15	will	will	AUX
dpc-3583	42	16	reduce	reduce	VERB
dpc-3583	42	17	unnecessary	unnecessary	ADJ
dpc-3583	42	18	evaluations	evaluation	NOUN
dpc-3583	42	19	and	and	CCONJ
dpc-3583	42	20	invasive	invasive	ADJ
dpc-3583	42	21	procedures	procedure	NOUN
dpc-3583	42	22	.	.	PUNCT
dpc-3583	43	1	a	a	DET
dpc-3583	43	2	dermatoscope	dermatoscope	NOUN
dpc-3583	43	3	is	be	AUX
dpc-3583	43	4	an	an	DET
dpc-3583	43	5	optical	optical	ADJ
dpc-3583	43	6	device	device	NOUN
dpc-3583	43	7	that	that	PRON
dpc-3583	43	8	allows	allow	VERB
dpc-3583	43	9	visualization	visualization	NOUN
dpc-3583	43	10	of	of	ADP
dpc-3583	43	11	the	the	DET
dpc-3583	43	12	epidermis	epidermis	NOUN
dpc-3583	43	13	,	,	PUNCT
dpc-3583	43	14	dermo	dermo	NOUN
dpc-3583	43	15	-	-	PUNCT
dpc-3583	43	16	epidermal	epidermal	ADJ
dpc-3583	43	17	junction	junction	NOUN
dpc-3583	43	18	,	,	PUNCT
dpc-3583	43	19	and	and	CCONJ
dpc-3583	43	20	papillary	papillary	ADJ
dpc-3583	43	21	dermis	dermis	NOUN
dpc-3583	43	22	,	,	PUNCT
dpc-3583	43	23	which	which	PRON
dpc-3583	43	24	can	can	AUX
dpc-3583	43	25	not	not	PART
dpc-3583	43	26	be	be	AUX
dpc-3583	43	27	seen	see	VERB
dpc-3583	43	28	with	with	ADP
dpc-3583	43	29	the	the	DET
dpc-3583	43	30	naked	naked	ADJ
dpc-3583	43	31	eye	eye	NOUN
dpc-3583	43	32	.	.	PUNCT
dpc-3583	44	1	few	few	ADJ
dpc-3583	44	2	studies	study	NOUN
dpc-3583	44	3	with	with	ADP
dpc-3583	44	4	small	small	ADJ
dpc-3583	44	5	groups	group	NOUN
dpc-3583	44	6	have	have	AUX
dpc-3583	44	7	suggested	suggest	VERB
dpc-3583	44	8	that	that	PRON
dpc-3583	44	9	dermoscopy	dermoscopy	NOUN
dpc-3583	44	10	can	can	AUX
dpc-3583	44	11	be	be	AUX
dpc-3583	44	12	used	use	VERB
dpc-3583	44	13	as	as	ADP
dpc-3583	44	14	a	a	DET
dpc-3583	44	15	rapid	rapid	ADJ
dpc-3583	44	16	and	and	CCONJ
dpc-3583	44	17	noninvasive	noninvasive	ADJ
dpc-3583	44	18	method	method	NOUN
dpc-3583	44	19	for	for	ADP
dpc-3583	44	20	the	the	DET
dpc-3583	44	21	diagnosis	diagnosis	NOUN
dpc-3583	44	22	of	of	ADP
dpc-3583	44	23	cv	cv	PROPN
dpc-3583	44	24	[	[	X
dpc-3583	44	25	5	5	NUM
dpc-3583	44	26	-	-	SYM
dpc-3583	44	27	9	9	NUM
dpc-3583	44	28	]	]	PUNCT
dpc-3583	44	29	.	.	PUNCT
dpc-3583	45	1	the	the	DET
dpc-3583	45	2	correct	correct	ADJ
dpc-3583	45	3	diagnosis	diagnosis	NOUN
dpc-3583	45	4	rate	rate	NOUN
dpc-3583	45	5	of	of	ADP
dpc-3583	45	6	both	both	DET
dpc-3583	45	7	pigmented	pigmented	ADJ
dpc-3583	45	8	and	and	CCONJ
dpc-3583	45	9	non	non	ADJ
dpc-3583	45	10	-	-	ADJ
dpc-3583	45	11	pigmented	pigmented	ADJ
dpc-3583	45	12	lesions	lesion	NOUN
dpc-3583	45	13	with	with	ADP
dpc-3583	45	14	dermoscopic	dermoscopic	ADJ
dpc-3583	45	15	examination	examination	NOUN
dpc-3583	45	16	is	be	AUX
dpc-3583	45	17	higher	high	ADJ
dpc-3583	45	18	than	than	ADP
dpc-3583	45	19	the	the	DET
dpc-3583	45	20	unaided	unaided	ADJ
dpc-3583	45	21	eye	eye	NOUN
dpc-3583	45	22	[	[	X
dpc-3583	45	23	10,11	10,11	NOUN
dpc-3583	45	24	]	]	X
dpc-3583	45	25	.	.	PUNCT
dpc-3583	46	1	however	however	ADV
dpc-3583	46	2	,	,	PUNCT
dpc-3583	46	3	dermoscopy	dermoscopy	NOUN
dpc-3583	46	4	requires	require	VERB
dpc-3583	46	5	special	special	ADJ
dpc-3583	46	6	training	training	NOUN
dpc-3583	46	7	and	and	CCONJ
dpc-3583	46	8	experience	experience	NOUN
dpc-3583	46	9	.	.	PUNCT
dpc-3583	47	1	manual	manual	ADJ
dpc-3583	47	2	review	review	NOUN
dpc-3583	47	3	of	of	ADP
dpc-3583	47	4	dermoscopy	dermoscopy	NOUN
dpc-3583	47	5	images	image	NOUN
dpc-3583	47	6	,	,	PUNCT
dpc-3583	47	7	even	even	ADV
dpc-3583	47	8	by	by	ADP
dpc-3583	47	9	well	well	ADV
dpc-3583	47	10	-	-	PUNCT
dpc-3583	47	11	trained	train	VERB
dpc-3583	47	12	dermatologists	dermatologist	NOUN
dpc-3583	47	13	,	,	PUNCT
dpc-3583	47	14	is	be	AUX
dpc-3583	47	15	often	often	ADV
dpc-3583	47	16	time	time	NOUN
dpc-3583	47	17	-	-	PUNCT
dpc-3583	47	18	consuming	consume	VERB
dpc-3583	47	19	and	and	CCONJ
dpc-3583	47	20	subjective	subjective	ADJ
dpc-3583	47	21	.	.	PUNCT
dpc-3583	48	1	there	there	PRON
dpc-3583	48	2	is	be	VERB
dpc-3583	48	3	increasing	increase	VERB
dpc-3583	48	4	research	research	NOUN
dpc-3583	48	5	on	on	ADP
dpc-3583	48	6	the	the	DET
dpc-3583	48	7	development	development	NOUN
dpc-3583	48	8	of	of	ADP
dpc-3583	48	9	artificial	artificial	ADJ
dpc-3583	48	10	intelligence	intelligence	NOUN
dpc-3583	48	11	(	(	PUNCT
dpc-3583	48	12	ai	ai	NOUN
dpc-3583	48	13	)	)	PUNCT
dpc-3583	48	14	techniques	technique	NOUN
dpc-3583	48	15	to	to	PART
dpc-3583	48	16	minimize	minimize	VERB
dpc-3583	48	17	diagnostic	diagnostic	ADJ
dpc-3583	48	18	errors	error	NOUN
dpc-3583	48	19	due	due	ADP
dpc-3583	48	20	to	to	ADP
dpc-3583	48	21	the	the	DET
dpc-3583	48	22	difficulty	difficulty	NOUN
dpc-3583	48	23	and	and	CCONJ
dpc-3583	48	24	subjectivity	subjectivity	NOUN
dpc-3583	48	25	of	of	ADP
dpc-3583	48	26	visual	visual	ADJ
dpc-3583	48	27	interpretation	interpretation	NOUN
dpc-3583	48	28	[	[	X
dpc-3583	48	29	12,13	12,13	NUM
dpc-3583	48	30	]	]	PUNCT
dpc-3583	48	31	.	.	PUNCT
dpc-3583	49	1	the	the	DET
dpc-3583	49	2	field	field	NOUN
dpc-3583	49	3	of	of	ADP
dpc-3583	49	4	ai	ai	NOUN
dpc-3583	49	5	includes	include	VERB
dpc-3583	49	6	machine	machine	NOUN
dpc-3583	49	7	learning	learning	NOUN
dpc-3583	49	8	(	(	PUNCT
dpc-3583	49	9	ml	ml	NOUN
dpc-3583	49	10	)	)	PUNCT
dpc-3583	49	11	and	and	CCONJ
dpc-3583	49	12	its	its	PRON
dpc-3583	49	13	subset	subset	NOUN
dpc-3583	49	14	,	,	PUNCT
dpc-3583	49	15	deep	deep	ADJ
dpc-3583	49	16	learning	learning	NOUN
dpc-3583	49	17	(	(	PUNCT
dpc-3583	49	18	dl	dl	NOUN
dpc-3583	49	19	)	)	PUNCT
dpc-3583	49	20	techniques	technique	NOUN
dpc-3583	49	21	,	,	PUNCT
dpc-3583	49	22	which	which	PRON
dpc-3583	49	23	use	use	VERB
dpc-3583	49	24	complex	complex	ADJ
dpc-3583	49	25	algorithms	algorithm	NOUN
dpc-3583	49	26	to	to	PART
dpc-3583	49	27	build	build	VERB
dpc-3583	49	28	models	model	NOUN
dpc-3583	49	29	that	that	PRON
dpc-3583	49	30	can	can	AUX
dpc-3583	49	31	make	make	VERB
dpc-3583	49	32	these	these	DET
dpc-3583	49	33	predictions	prediction	NOUN
dpc-3583	49	34	[	[	X
dpc-3583	49	35	14	14	NUM
dpc-3583	49	36	]	]	PUNCT
dpc-3583	49	37	.	.	PUNCT
dpc-3583	50	1	objectives	objective	NOUN
dpc-3583	50	2	we	we	PRON
dpc-3583	50	3	aimed	aim	VERB
dpc-3583	50	4	to	to	PART
dpc-3583	50	5	investigate	investigate	VERB
dpc-3583	50	6	the	the	DET
dpc-3583	50	7	dermoscopic	dermoscopic	ADJ
dpc-3583	50	8	findings	finding	NOUN
dpc-3583	50	9	of	of	ADP
dpc-3583	50	10	cv	cv	PROPN
dpc-3583	50	11	.	.	PROPN
dpc-3583	51	1	in	in	ADP
dpc-3583	51	2	addition	addition	NOUN
dpc-3583	51	3	,	,	PUNCT
dpc-3583	51	4	we	we	PRON
dpc-3583	51	5	analyzed	analyze	VERB
dpc-3583	51	6	dermatoscopic	dermatoscopic	ADJ
dpc-3583	51	7	findings	finding	NOUN
dpc-3583	51	8	using	use	VERB
dpc-3583	51	9	the	the	DET
dpc-3583	51	10	ml	ml	NOUN
dpc-3583	51	11	method	method	NOUN
dpc-3583	51	12	to	to	PART
dpc-3583	51	13	improve	improve	VERB
dpc-3583	51	14	the	the	DET
dpc-3583	51	15	accuracy	accuracy	NOUN
dpc-3583	51	16	of	of	ADP
dpc-3583	51	17	dermoscopic	dermoscopic	ADJ
dpc-3583	51	18	diagnosis	diagnosis	NOUN
dpc-3583	51	19	of	of	ADP
dpc-3583	51	20	vasculitis	vasculitis	PROPN
dpc-3583	51	21	.	.	PUNCT
dpc-3583	52	1	methods	method	NOUN
dpc-3583	52	2	this	this	DET
dpc-3583	52	3	prospective	prospective	ADJ
dpc-3583	52	4	study	study	NOUN
dpc-3583	52	5	was	be	AUX
dpc-3583	52	6	conducted	conduct	VERB
dpc-3583	52	7	at	at	ADP
dpc-3583	52	8	pamukkale	pamukkale	PROPN
dpc-3583	52	9	university	university	PROPN
dpc-3583	52	10	and	and	CCONJ
dpc-3583	52	11	included	include	VERB
dpc-3583	52	12	patients	patient	NOUN
dpc-3583	52	13	with	with	ADP
dpc-3583	52	14	clinically	clinically	ADV
dpc-3583	52	15	suspected	suspect	VERB
dpc-3583	52	16	cv	cv	PROPN
dpc-3583	52	17	.	.	PUNCT
dpc-3583	53	1	the	the	DET
dpc-3583	53	2	procedures	procedure	NOUN
dpc-3583	53	3	of	of	ADP
dpc-3583	53	4	the	the	DET
dpc-3583	53	5	clinical	clinical	ADJ
dpc-3583	53	6	photograph	photograph	NOUN
dpc-3583	53	7	,	,	PUNCT
dpc-3583	53	8	dermoscopic	dermoscopic	NOUN
dpc-3583	53	9	examination	examination	NOUN
dpc-3583	53	10	,	,	PUNCT
dpc-3583	53	11	and	and	CCONJ
dpc-3583	53	12	skin	skin	NOUN
dpc-3583	53	13	biopsy	biopsy	NOUN
dpc-3583	53	14	had	have	AUX
dpc-3583	53	15	been	be	AUX
dpc-3583	53	16	performed	perform	VERB
dpc-3583	53	17	after	after	ADP
dpc-3583	53	18	the	the	DET
dpc-3583	53	19	informed	informed	ADJ
dpc-3583	53	20	consent	consent	NOUN
dpc-3583	53	21	of	of	ADP
dpc-3583	53	22	the	the	DET
dpc-3583	53	23	patients	patient	NOUN
dpc-3583	53	24	and	and	CCONJ
dpc-3583	53	25	were	be	AUX
dpc-3583	53	26	conducted	conduct	VERB
dpc-3583	53	27	following	follow	VERB
dpc-3583	53	28	the	the	DET
dpc-3583	53	29	helsinki	helsinki	PROPN
dpc-3583	53	30	declaration	declaration	PROPN
dpc-3583	53	31	.	.	PUNCT
dpc-3583	54	1	the	the	DET
dpc-3583	54	2	study	study	NOUN
dpc-3583	54	3	was	be	AUX
dpc-3583	54	4	approved	approve	VERB
dpc-3583	54	5	by	by	ADP
dpc-3583	54	6	the	the	DET
dpc-3583	54	7	ethics	ethic	NOUN
dpc-3583	54	8	committee	committee	PROPN
dpc-3583	54	9	of	of	ADP
dpc-3583	54	10	the	the	DET
dpc-3583	54	11	pamukkale	pamukkale	PROPN
dpc-3583	54	12	university	university	NOUN
dpc-3583	54	13	training	training	NOUN
dpc-3583	54	14	and	and	CCONJ
dpc-3583	54	15	research	research	NOUN
dpc-3583	54	16	hospital	hospital	NOUN
dpc-3583	54	17	,	,	PUNCT
dpc-3583	54	18	denizli	denizli	PROPN
dpc-3583	54	19	,	,	PUNCT
dpc-3583	54	20	turkey	turkey	PROPN
dpc-3583	54	21	.	.	PUNCT
dpc-3583	55	1	individuals	individual	NOUN
dpc-3583	55	2	over	over	ADP
dpc-3583	55	3	the	the	DET
dpc-3583	55	4	age	age	NOUN
dpc-3583	55	5	of	of	ADP
dpc-3583	55	6	18	18	NUM
dpc-3583	55	7	years	year	NOUN
dpc-3583	55	8	with	with	ADP
dpc-3583	55	9	macular	macular	ADJ
dpc-3583	55	10	or	or	CCONJ
dpc-3583	55	11	papular	papular	ADJ
dpc-3583	55	12	purpuric	purpuric	ADJ
dpc-3583	55	13	lesions	lesion	NOUN
dpc-3583	55	14	were	be	AUX
dpc-3583	55	15	included	include	VERB
dpc-3583	55	16	in	in	ADP
dpc-3583	55	17	the	the	DET
dpc-3583	55	18	study	study	NOUN
dpc-3583	55	19	.	.	PUNCT
dpc-3583	56	1	a	a	DET
dpc-3583	56	2	4	4	NUM
dpc-3583	56	3	-	-	PUNCT
dpc-3583	56	4	mm	mm	NOUN
dpc-3583	56	5	punch	punch	NOUN
dpc-3583	56	6	biopsy	biopsy	NOUN
dpc-3583	56	7	was	be	AUX
dpc-3583	56	8	taken	take	VERB
dpc-3583	56	9	from	from	ADP
dpc-3583	56	10	palpable	palpable	ADJ
dpc-3583	56	11	purpura	purpura	NOUN
dpc-3583	56	12	that	that	PRON
dpc-3583	56	13	emerged	emerge	VERB
dpc-3583	56	14	within	within	ADP
dpc-3583	56	15	2448	2448	NUM
dpc-3583	56	16	hours	hour	NOUN
dpc-3583	56	17	.	.	PUNCT
dpc-3583	57	1	biopsy	biopsy	PROPN
dpc-3583	57	2	was	be	AUX
dpc-3583	57	3	taken	take	VERB
dpc-3583	57	4	from	from	ADP
dpc-3583	57	5	all	all	DET
dpc-3583	57	6	patients	patient	NOUN
dpc-3583	57	7	for	for	ADP
dpc-3583	57	8	definitive	definitive	ADJ
dpc-3583	57	9	diagnosis	diagnosis	NOUN
dpc-3583	57	10	.	.	PUNCT
dpc-3583	58	1	dermoscopic	dermoscopic	NOUN
dpc-3583	58	2	examination	examination	NOUN
dpc-3583	58	3	preceded	precede	VERB
dpc-3583	58	4	biopsy	biopsy	NOUN
dpc-3583	58	5	,	,	PUNCT
dpc-3583	58	6	and	and	CCONJ
dpc-3583	58	7	both	both	PRON
dpc-3583	58	8	were	be	AUX
dpc-3583	58	9	performed	perform	VERB
dpc-3583	58	10	on	on	ADP
dpc-3583	58	11	the	the	DET
dpc-3583	58	12	same	same	ADJ
dpc-3583	58	13	lesions	lesion	NOUN
dpc-3583	58	14	.	.	PUNCT
dpc-3583	59	1	it	it	PRON
dpc-3583	59	2	was	be	AUX
dpc-3583	59	3	planned	plan	VERB
dpc-3583	59	4	to	to	PART
dpc-3583	59	5	include	include	VERB
dpc-3583	59	6	patients	patient	NOUN
dpc-3583	59	7	presenting	present	VERB
dpc-3583	59	8	within	within	ADP
dpc-3583	59	9	3	3	NUM
dpc-3583	59	10	years	year	NOUN
dpc-3583	59	11	of	of	ADP
dpc-3583	59	12	local	local	ADJ
dpc-3583	59	13	ethics	ethic	NOUN
dpc-3583	59	14	committee	committee	NOUN
dpc-3583	59	15	approval	approval	NOUN
dpc-3583	59	16	.	.	PUNCT
dpc-3583	60	1	the	the	DET
dpc-3583	60	2	dermoscopic	dermoscopic	ADJ
dpc-3583	60	3	images	image	NOUN
dpc-3583	60	4	of	of	ADP
dpc-3583	60	5	each	each	DET
dpc-3583	60	6	lesion	lesion	NOUN
dpc-3583	60	7	were	be	AUX
dpc-3583	60	8	taken	take	VERB
dpc-3583	60	9	using	use	VERB
dpc-3583	60	10	a	a	DET
dpc-3583	60	11	polarized	polarize	VERB
dpc-3583	60	12	dermoscopy	dermoscopy	NOUN
dpc-3583	60	13	(	(	PUNCT
dpc-3583	60	14	dermlite	dermlite	PROPN
dpc-3583	60	15	foto	foto	NOUN
dpc-3583	60	16	,	,	PUNCT
dpc-3583	60	17	×10	×10	NOUN
dpc-3583	60	18	magnification	magnification	NOUN
dpc-3583	60	19	;	;	PUNCT
dpc-3583	60	20	3gen	3gen	NUM
dpc-3583	60	21	)	)	PUNCT
dpc-3583	60	22	adopted	adopt	VERB
dpc-3583	60	23	on	on	ADP
dpc-3583	60	24	a	a	DET
dpc-3583	60	25	digital	digital	ADJ
dpc-3583	60	26	camera	camera	NOUN
dpc-3583	60	27	(	(	PUNCT
dpc-3583	60	28	canon	canon	NOUN
dpc-3583	60	29	g10	g10	PROPN
dpc-3583	60	30	;	;	PUNCT
dpc-3583	60	31	canon	canon	NOUN
dpc-3583	60	32	)	)	PUNCT
dpc-3583	60	33	.	.	PUNCT
dpc-3583	61	1	among	among	ADP
dpc-3583	61	2	99	99	NUM
dpc-3583	61	3	patients	patient	NOUN
dpc-3583	61	4	with	with	ADP
dpc-3583	61	5	purpuric	purpuric	ADJ
dpc-3583	61	6	lesions	lesion	NOUN
dpc-3583	61	7	,	,	PUNCT
dpc-3583	61	8	we	we	PRON
dpc-3583	61	9	excluded	exclude	VERB
dpc-3583	61	10	ten	ten	NUM
dpc-3583	61	11	patients	patient	NOUN
dpc-3583	61	12	who	who	PRON
dpc-3583	61	13	did	do	AUX
dpc-3583	61	14	not	not	PART
dpc-3583	61	15	have	have	VERB
dpc-3583	61	16	a	a	DET
dpc-3583	61	17	definite	definite	ADJ
dpc-3583	61	18	histopathological	histopathological	ADJ
dpc-3583	61	19	diagnosis	diagnosis	NOUN
dpc-3583	61	20	or	or	CCONJ
dpc-3583	61	21	clear	clear	ADJ
dpc-3583	61	22	dermoscopic	dermoscopic	ADJ
dpc-3583	61	23	image	image	NOUN
dpc-3583	61	24	records	record	NOUN
dpc-3583	61	25	.	.	PUNCT
dpc-3583	62	1	a	a	DET
dpc-3583	62	2	checklist	checklist	NOUN
dpc-3583	62	3	was	be	AUX
dpc-3583	62	4	created	create	VERB
dpc-3583	62	5	based	base	VERB
dpc-3583	62	6	on	on	ADP
dpc-3583	62	7	a	a	DET
dpc-3583	62	8	review	review	NOUN
dpc-3583	62	9	of	of	ADP
dpc-3583	62	10	articles	article	NOUN
dpc-3583	62	11	on	on	ADP
dpc-3583	62	12	dermoscopic	dermoscopic	ADJ
dpc-3583	62	13	examination	examination	NOUN
dpc-3583	62	14	of	of	ADP
dpc-3583	62	15	purpuric	purpuric	ADJ
dpc-3583	62	16	lesions	lesion	NOUN
dpc-3583	62	17	and	and	CCONJ
dpc-3583	62	18	all	all	DET
dpc-3583	62	19	images	image	NOUN
dpc-3583	62	20	were	be	AUX
dpc-3583	62	21	assessed	assess	VERB
dpc-3583	62	22	by	by	ADP
dpc-3583	62	23	a	a	DET
dpc-3583	62	24	dermatologist	dermatologist	NOUN
dpc-3583	62	25	(	(	PUNCT
dpc-3583	62	26	nk	nk	PROPN
dpc-3583	62	27	)	)	PUNCT
dpc-3583	62	28	experienced	experience	VERB
dpc-3583	62	29	in	in	ADP
dpc-3583	62	30	dermoscopy	dermoscopy	NOUN
dpc-3583	63	1	[	[	X
dpc-3583	63	2	5,15	5,15	NUM
dpc-3583	63	3	-	-	SYM
dpc-3583	63	4	19	19	NUM
dpc-3583	63	5	]	]	PUNCT
dpc-3583	63	6	.	.	PUNCT
dpc-3583	64	1	three	three	NUM
dpc-3583	64	2	dermatologists	dermatologist	NOUN
dpc-3583	64	3	(	(	PUNCT
dpc-3583	64	4	oskb	oskb	NOUN
dpc-3583	64	5	,	,	PUNCT
dpc-3583	64	6	hc	hc	PROPN
dpc-3583	64	7	,	,	PUNCT
dpc-3583	64	8	sg	sg	PROPN
dpc-3583	64	9	)	)	PUNCT
dpc-3583	64	10	independently	independently	ADV
dpc-3583	64	11	evaluated	evaluate	VERB
dpc-3583	64	12	the	the	DET
dpc-3583	64	13	pattern	pattern	NOUN
dpc-3583	64	14	and	and	CCONJ
dpc-3583	64	15	background	background	NOUN
dpc-3583	64	16	of	of	ADP
dpc-3583	64	17	the	the	DET
dpc-3583	64	18	dermoscopic	dermoscopic	ADJ
dpc-3583	64	19	images	image	NOUN
dpc-3583	64	20	,	,	PUNCT
dpc-3583	64	21	and	and	CCONJ
dpc-3583	64	22	interobserver	interobserver	PROPN
dpc-3583	64	23	agreement	agreement	NOUN
dpc-3583	64	24	was	be	AUX
dpc-3583	64	25	calculated	calculate	VERB
dpc-3583	64	26	.	.	PUNCT
dpc-3583	65	1	all	all	DET
dpc-3583	65	2	authors	author	NOUN
dpc-3583	65	3	evaluating	evaluate	VERB
dpc-3583	65	4	dermoscopic	dermoscopic	ADJ
dpc-3583	65	5	images	image	NOUN
dpc-3583	65	6	were	be	AUX
dpc-3583	65	7	blind	blind	ADJ
dpc-3583	65	8	to	to	ADP
dpc-3583	65	9	histopathological	histopathological	ADJ
dpc-3583	65	10	diagnosis	diagnosis	NOUN
dpc-3583	65	11	.	.	PUNCT
dpc-3583	66	1	statistical	statistical	ADJ
dpc-3583	66	2	analysis	analysis	NOUN
dpc-3583	66	3	statistical	statistical	ADJ
dpc-3583	66	4	package	package	NOUN
dpc-3583	66	5	program	program	NOUN
dpc-3583	66	6	spss	spss	PROPN
dpc-3583	66	7	22.0	22.0	NUM
dpc-3583	66	8	was	be	AUX
dpc-3583	66	9	used	use	VERB
dpc-3583	66	10	in	in	ADP
dpc-3583	66	11	the	the	DET
dpc-3583	66	12	analysis	analysis	NOUN
dpc-3583	66	13	of	of	ADP
dpc-3583	66	14	the	the	DET
dpc-3583	66	15	data	datum	NOUN
dpc-3583	66	16	.	.	PUNCT
dpc-3583	67	1	the	the	DET
dpc-3583	67	2	interobserver	interobserver	PROPN
dpc-3583	67	3	agreement	agreement	NOUN
dpc-3583	67	4	was	be	AUX
dpc-3583	67	5	determined	determine	VERB
dpc-3583	67	6	using	use	VERB
dpc-3583	67	7	fleiss	fleiss	PROPN
dpc-3583	67	8	kappa	kappa	PROPN
dpc-3583	67	9	statistics	statistics	PROPN
dpc-3583	67	10	.	.	PUNCT
dpc-3583	68	1	the	the	DET
dpc-3583	68	2	relationship	relationship	NOUN
dpc-3583	68	3	between	between	ADP
dpc-3583	68	4	disease	disease	NOUN
dpc-3583	68	5	groups	group	NOUN
dpc-3583	68	6	(	(	PUNCT
dpc-3583	68	7	cv	cv	PROPN
dpc-3583	68	8	and	and	CCONJ
dpc-3583	68	9	non	non	ADJ
dpc-3583	68	10	-	-	PROPN
dpc-3583	68	11	cv	cv	ADJ
dpc-3583	68	12	)	)	PUNCT
dpc-3583	68	13	and	and	CCONJ
dpc-3583	68	14	dermoscopic	dermoscopic	PROPN
dpc-3583	68	15	findings	finding	NOUN
dpc-3583	68	16	was	be	AUX
dpc-3583	68	17	evaluated	evaluate	VERB
dpc-3583	68	18	using	use	VERB
dpc-3583	68	19	cramer	cramer	PROPN
dpc-3583	68	20	's	's	PART
dpc-3583	68	21	v	v	NOUN
dpc-3583	68	22	statistics	statistic	NOUN
dpc-3583	68	23	.	.	PUNCT
dpc-3583	69	1	the	the	DET
dpc-3583	69	2	frequency	frequency	NOUN
dpc-3583	69	3	,	,	PUNCT
dpc-3583	69	4	sensitivity	sensitivity	NOUN
dpc-3583	69	5	,	,	PUNCT
dpc-3583	69	6	and	and	CCONJ
dpc-3583	69	7	specificity	specificity	NOUN
dpc-3583	69	8	of	of	ADP
dpc-3583	69	9	dermoscopic	dermoscopic	ADJ
dpc-3583	69	10	features	feature	NOUN
dpc-3583	69	11	found	find	VERB
dpc-3583	69	12	in	in	ADP
dpc-3583	69	13	cutaneous	cutaneous	ADJ
dpc-3583	69	14	vasculitis	vasculitis	PROPN
dpc-3583	69	15	were	be	AUX
dpc-3583	69	16	calculated	calculate	VERB
dpc-3583	69	17	.	.	PUNCT
dpc-3583	70	1	decision	decision	NOUN
dpc-3583	70	2	tree	tree	NOUN
dpc-3583	70	3	,	,	PUNCT
dpc-3583	70	4	random	random	ADJ
dpc-3583	70	5	forest	forest	NOUN
dpc-3583	70	6	(	(	PUNCT
dpc-3583	70	7	rf	rf	NOUN
dpc-3583	70	8	)	)	PUNCT
dpc-3583	70	9	,	,	PUNCT
dpc-3583	70	10	and	and	CCONJ
dpc-3583	70	11	k	k	X
dpc-3583	70	12	-	-	PUNCT
dpc-3583	70	13	nearest	near	ADJ
dpc-3583	70	14	neighbors	neighbor	NOUN
dpc-3583	70	15	(	(	PUNCT
dpc-3583	70	16	knn	knn	PROPN
dpc-3583	70	17	)	)	PUNCT
dpc-3583	70	18	were	be	AUX
dpc-3583	70	19	used	use	VERB
dpc-3583	70	20	as	as	ADP
dpc-3583	70	21	classification	classification	NOUN
dpc-3583	70	22	models	model	NOUN
dpc-3583	70	23	for	for	ADP
dpc-3583	70	24	machine	machine	NOUN
dpc-3583	70	25	learning	learning	NOUN
dpc-3583	70	26	.	.	PUNCT
dpc-3583	71	1	the	the	DET
dpc-3583	71	2	dermoscopic	dermoscopic	NOUN
dpc-3583	71	3	features	feature	NOUN
dpc-3583	71	4	were	be	AUX
dpc-3583	71	5	input	input	VERB
dpc-3583	71	6	as	as	ADP
dpc-3583	71	7	independent	independent	ADJ
dpc-3583	71	8	variables	variable	NOUN
dpc-3583	71	9	,	,	PUNCT
dpc-3583	71	10	while	while	SCONJ
dpc-3583	71	11	the	the	DET
dpc-3583	71	12	main	main	ADJ
dpc-3583	71	13	disease	disease	NOUN
dpc-3583	71	14	groups	group	NOUN
dpc-3583	71	15	(	(	PUNCT
dpc-3583	71	16	cv	cv	PROPN
dpc-3583	71	17	and	and	CCONJ
dpc-3583	71	18	non	non	ADJ
dpc-3583	71	19	-	-	PROPN
dpc-3583	71	20	cv	cv	ADJ
dpc-3583	71	21	)	)	PUNCT
dpc-3583	71	22	were	be	AUX
dpc-3583	71	23	used	use	VERB
dpc-3583	71	24	as	as	ADP
dpc-3583	71	25	dependent	dependent	ADJ
dpc-3583	71	26	variables	variable	NOUN
dpc-3583	71	27	.	.	PUNCT
dpc-3583	72	1	decision	decision	NOUN
dpc-3583	72	2	tree	tree	NOUN
dpc-3583	72	3	analysis	analysis	NOUN
dpc-3583	72	4	is	be	AUX
dpc-3583	72	5	a	a	DET
dpc-3583	72	6	predictive	predictive	ADJ
dpc-3583	72	7	modeling	modeling	NOUN
dpc-3583	72	8	tool	tool	NOUN
dpc-3583	72	9	that	that	PRON
dpc-3583	72	10	can	can	AUX
dpc-3583	72	11	be	be	AUX
dpc-3583	72	12	applied	apply	VERB
dpc-3583	72	13	in	in	ADP
dpc-3583	72	14	many	many	ADJ
dpc-3583	72	15	areas	area	NOUN
dpc-3583	72	16	and	and	CCONJ
dpc-3583	72	17	uses	use	VERB
dpc-3583	72	18	a	a	DET
dpc-3583	72	19	branching	branch	VERB
dpc-3583	72	20	structure	structure	NOUN
dpc-3583	72	21	to	to	PART
dpc-3583	72	22	show	show	VERB
dpc-3583	72	23	the	the	DET
dpc-3583	72	24	consequences	consequence	NOUN
dpc-3583	72	25	of	of	ADP
dpc-3583	72	26	a	a	DET
dpc-3583	72	27	decision	decision	NOUN
dpc-3583	72	28	.	.	PUNCT
dpc-3583	73	1	decision	decision	NOUN
dpc-3583	73	2	trees	tree	NOUN
dpc-3583	73	3	can	can	AUX
dpc-3583	73	4	be	be	AUX
dpc-3583	73	5	created	create	VERB
dpc-3583	73	6	with	with	ADP
dpc-3583	73	7	an	an	DET
dpc-3583	73	8	algorithmic	algorithmic	ADJ
dpc-3583	73	9	approach	approach	NOUN
dpc-3583	73	10	that	that	PRON
dpc-3583	73	11	can	can	AUX
dpc-3583	73	12	split	split	VERB
dpc-3583	73	13	the	the	DET
dpc-3583	73	14	data	datum	NOUN
dpc-3583	73	15	set	set	VERB
dpc-3583	73	16	in	in	ADP
dpc-3583	73	17	different	different	ADJ
dpc-3583	73	18	ways	way	NOUN
dpc-3583	73	19	according	accord	VERB
dpc-3583	73	20	to	to	ADP
dpc-3583	73	21	different	different	ADJ
dpc-3583	73	22	conditions	condition	NOUN
dpc-3583	73	23	.	.	PUNCT
dpc-3583	74	1	decisions	decision	NOUN
dpc-3583	74	2	original	original	ADJ
dpc-3583	74	3	article	article	NOUN
dpc-3583	74	4	|	|	ADV
dpc-3583	74	5	dermatol	dermatol	ADJ
dpc-3583	74	6	pract	pract	NOUN
dpc-3583	74	7	concept	concept	NOUN
dpc-3583	74	8	.	.	PUNCT
dpc-3583	75	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	75	2	3	3	NUM
dpc-3583	75	3	are	be	AUX
dpc-3583	75	4	the	the	DET
dpc-3583	75	5	most	most	ADV
dpc-3583	75	6	powerful	powerful	ADJ
dpc-3583	75	7	algorithms	algorithm	NOUN
dpc-3583	75	8	that	that	PRON
dpc-3583	75	9	fall	fall	VERB
dpc-3583	75	10	under	under	ADP
dpc-3583	75	11	the	the	DET
dpc-3583	75	12	category	category	NOUN
dpc-3583	75	13	of	of	ADP
dpc-3583	75	14	supervised	supervised	ADJ
dpc-3583	75	15	algorithms	algorithm	NOUN
dpc-3583	75	16	.	.	PUNCT
dpc-3583	76	1	it	it	PRON
dpc-3583	76	2	can	can	AUX
dpc-3583	76	3	be	be	AUX
dpc-3583	76	4	used	use	VERB
dpc-3583	76	5	to	to	PART
dpc-3583	76	6	map	map	VERB
dpc-3583	76	7	the	the	DET
dpc-3583	76	8	possible	possible	ADJ
dpc-3583	76	9	consequences	consequence	NOUN
dpc-3583	76	10	of	of	ADP
dpc-3583	76	11	a	a	DET
dpc-3583	76	12	decision	decision	NOUN
dpc-3583	76	13	.	.	PUNCT
dpc-3583	77	1	each	each	DET
dpc-3583	77	2	node	node	NOUN
dpc-3583	77	3	represents	represent	VERB
dpc-3583	77	4	a	a	DET
dpc-3583	77	5	possible	possible	ADJ
dpc-3583	77	6	outcome	outcome	NOUN
dpc-3583	77	7	[	[	X
dpc-3583	77	8	20	20	NUM
dpc-3583	77	9	]	]	PUNCT
dpc-3583	77	10	.	.	PUNCT
dpc-3583	78	1	rf	rf	PRON
dpc-3583	78	2	is	be	AUX
dpc-3583	78	3	a	a	DET
dpc-3583	78	4	decision	decision	NOUN
dpc-3583	78	5	tree	tree	NOUN
dpc-3583	78	6	-	-	PUNCT
dpc-3583	78	7	based	base	VERB
dpc-3583	78	8	ensemble	ensemble	ADJ
dpc-3583	78	9	learning	learning	NOUN
dpc-3583	78	10	method	method	NOUN
dpc-3583	78	11	.	.	PUNCT
dpc-3583	79	1	it	it	PRON
dpc-3583	79	2	follows	follow	VERB
dpc-3583	79	3	an	an	DET
dpc-3583	79	4	algorithm	algorithm	NOUN
dpc-3583	79	5	that	that	PRON
dpc-3583	79	6	uses	use	VERB
dpc-3583	79	7	a	a	DET
dpc-3583	79	8	bootstrap	bootstrap	NOUN
dpc-3583	79	9	resampling	resample	VERB
dpc-3583	79	10	technique	technique	NOUN
dpc-3583	79	11	to	to	PART
dpc-3583	79	12	select	select	VERB
dpc-3583	79	13	samples	sample	NOUN
dpc-3583	79	14	repeatedly	repeatedly	ADV
dpc-3583	79	15	randomly	randomly	ADV
dpc-3583	79	16	from	from	ADP
dpc-3583	79	17	the	the	DET
dpc-3583	79	18	original	original	ADJ
dpc-3583	79	19	training	training	NOUN
dpc-3583	79	20	sample	sample	NOUN
dpc-3583	79	21	set	set	VERB
dpc-3583	79	22	as	as	ADP
dpc-3583	79	23	the	the	DET
dpc-3583	79	24	training	training	NOUN
dpc-3583	79	25	set	set	NOUN
dpc-3583	79	26	and	and	CCONJ
dpc-3583	79	27	the	the	DET
dpc-3583	79	28	remaining	remain	VERB
dpc-3583	79	29	samples	sample	NOUN
dpc-3583	79	30	as	as	SCONJ
dpc-3583	79	31	the	the	DET
dpc-3583	79	32	test	test	NOUN
dpc-3583	79	33	set	set	NOUN
dpc-3583	79	34	[	[	X
dpc-3583	79	35	21	21	NUM
dpc-3583	79	36	]	]	PUNCT
dpc-3583	79	37	.	.	PUNCT
dpc-3583	80	1	knn	knn	PROPN
dpc-3583	80	2	is	be	AUX
dpc-3583	80	3	a	a	DET
dpc-3583	80	4	non	non	ADJ
dpc-3583	80	5	-	-	ADJ
dpc-3583	80	6	parametric	parametric	ADJ
dpc-3583	80	7	classification	classification	NOUN
dpc-3583	80	8	method	method	NOUN
dpc-3583	80	9	that	that	PRON
dpc-3583	80	10	collects	collect	VERB
dpc-3583	80	11	existing	exist	VERB
dpc-3583	80	12	classes	class	NOUN
dpc-3583	80	13	and	and	CCONJ
dpc-3583	80	14	then	then	ADV
dpc-3583	80	15	classifies	classify	VERB
dpc-3583	80	16	the	the	DET
dpc-3583	80	17	new	new	ADJ
dpc-3583	80	18	classes	class	NOUN
dpc-3583	80	19	according	accord	VERB
dpc-3583	80	20	to	to	ADP
dpc-3583	80	21	the	the	DET
dpc-3583	80	22	comparison	comparison	NOUN
dpc-3583	80	23	measure	measure	NOUN
dpc-3583	80	24	[	[	X
dpc-3583	80	25	15	15	NUM
dpc-3583	80	26	]	]	PUNCT
dpc-3583	80	27	.	.	PUNCT
dpc-3583	81	1	all	all	DET
dpc-3583	81	2	dermoscopic	dermoscopic	ADJ
dpc-3583	81	3	features	feature	NOUN
dpc-3583	81	4	were	be	AUX
dpc-3583	81	5	run	run	VERB
dpc-3583	81	6	through	through	ADP
dpc-3583	81	7	machine	machine	NOUN
dpc-3583	81	8	learning	learn	VERB
dpc-3583	81	9	classifiers	classifier	NOUN
dpc-3583	81	10	to	to	PART
dpc-3583	81	11	assess	assess	VERB
dpc-3583	81	12	the	the	DET
dpc-3583	81	13	accuracy	accuracy	NOUN
dpc-3583	81	14	of	of	ADP
dpc-3583	81	15	cv	cv	ADJ
dpc-3583	81	16	diagnosis	diagnosis	NOUN
dpc-3583	81	17	.	.	PUNCT
dpc-3583	82	1	we	we	PRON
dpc-3583	82	2	take	take	VERB
dpc-3583	82	3	80	80	NUM
dpc-3583	82	4	%	%	NOUN
dpc-3583	82	5	of	of	ADP
dpc-3583	82	6	the	the	DET
dpc-3583	82	7	patients	patient	NOUN
dpc-3583	82	8	as	as	SCONJ
dpc-3583	82	9	the	the	DET
dpc-3583	82	10	training	training	NOUN
dpc-3583	82	11	set	set	NOUN
dpc-3583	82	12	and	and	CCONJ
dpc-3583	82	13	20	20	NUM
dpc-3583	82	14	%	%	NOUN
dpc-3583	82	15	of	of	ADP
dpc-3583	82	16	the	the	DET
dpc-3583	82	17	patients	patient	NOUN
dpc-3583	82	18	as	as	ADP
dpc-3583	82	19	the	the	DET
dpc-3583	82	20	validation	validation	NOUN
dpc-3583	82	21	set	set	NOUN
dpc-3583	82	22	.	.	PUNCT
dpc-3583	83	1	the	the	DET
dpc-3583	83	2	classifiers	classifier	NOUN
dpc-3583	83	3	performance	performance	NOUN
dpc-3583	83	4	was	be	AUX
dpc-3583	83	5	assessed	assess	VERB
dpc-3583	83	6	using	use	VERB
dpc-3583	83	7	accuracy	accuracy	NOUN
dpc-3583	83	8	,	,	PUNCT
dpc-3583	83	9	precision	precision	NOUN
dpc-3583	83	10	,	,	PUNCT
dpc-3583	83	11	sensitivity	sensitivity	NOUN
dpc-3583	83	12	,	,	PUNCT
dpc-3583	83	13	and	and	CCONJ
dpc-3583	83	14	specificity	specificity	NOUN
dpc-3583	83	15	.	.	PUNCT
dpc-3583	84	1	results	result	VERB
dpc-3583	84	2	histopathological	histopathological	ADJ
dpc-3583	84	3	diagnoses	diagnosis	NOUN
dpc-3583	84	4	of	of	ADP
dpc-3583	84	5	89	89	NUM
dpc-3583	84	6	patients	patient	NOUN
dpc-3583	84	7	(	(	PUNCT
dpc-3583	84	8	42	42	NUM
dpc-3583	84	9	women	woman	NOUN
dpc-3583	84	10	;	;	PUNCT
dpc-3583	84	11	47	47	NUM
dpc-3583	84	12	men	man	NOUN
dpc-3583	84	13	)	)	PUNCT
dpc-3583	84	14	were	be	AUX
dpc-3583	84	15	cv	cv	PROPN
dpc-3583	84	16	in	in	ADP
dpc-3583	84	17	58	58	NUM
dpc-3583	84	18	patients	patient	NOUN
dpc-3583	84	19	,	,	PUNCT
dpc-3583	84	20	including	include	VERB
dpc-3583	84	21	lcv	lcv	NOUN
dpc-3583	84	22	in	in	ADP
dpc-3583	84	23	48	48	NUM
dpc-3583	84	24	patients	patient	NOUN
dpc-3583	84	25	,	,	PUNCT
dpc-3583	84	26	henoch	henoch	NOUN
dpc-3583	84	27	-	-	PUNCT
dpc-3583	84	28	schönlein	schönlein	ADJ
dpc-3583	84	29	purpura	purpura	NOUN
dpc-3583	84	30	in	in	ADP
dpc-3583	84	31	9	9	NUM
dpc-3583	84	32	patients	patient	NOUN
dpc-3583	84	33	,	,	PUNCT
dpc-3583	84	34	and	and	CCONJ
dpc-3583	84	35	urticarial	urticarial	PROPN
dpc-3583	84	36	vasculitis	vasculitis	NOUN
dpc-3583	84	37	in	in	ADP
dpc-3583	84	38	1	1	NUM
dpc-3583	84	39	patient	patient	NOUN
dpc-3583	84	40	.	.	PUNCT
dpc-3583	85	1	in	in	ADP
dpc-3583	85	2	the	the	DET
dpc-3583	85	3	histopathological	histopathological	ADJ
dpc-3583	85	4	diagnosis	diagnosis	NOUN
dpc-3583	85	5	of	of	ADP
dpc-3583	85	6	the	the	DET
dpc-3583	85	7	remaining	remain	VERB
dpc-3583	85	8	31	31	NUM
dpc-3583	85	9	patients	patient	NOUN
dpc-3583	85	10	,	,	PUNCT
dpc-3583	85	11	pigmented	pigment	VERB
dpc-3583	85	12	purpuric	purpuric	ADJ
dpc-3583	85	13	dermatosis	dermatosis	NOUN
dpc-3583	85	14	(	(	PUNCT
dpc-3583	85	15	ppd	ppd	NOUN
dpc-3583	85	16	)	)	PUNCT
dpc-3583	85	17	was	be	AUX
dpc-3583	85	18	the	the	DET
dpc-3583	85	19	most	most	ADV
dpc-3583	85	20	prevalent	prevalent	ADJ
dpc-3583	85	21	diagnosis	diagnosis	NOUN
dpc-3583	85	22	with	with	ADP
dpc-3583	85	23	14	14	NUM
dpc-3583	85	24	patients	patient	NOUN
dpc-3583	85	25	,	,	PUNCT
dpc-3583	85	26	the	the	DET
dpc-3583	85	27	others	other	NOUN
dpc-3583	85	28	were	be	AUX
dpc-3583	85	29	10	10	NUM
dpc-3583	85	30	chronic	chronic	ADJ
dpc-3583	85	31	dermatitis	dermatitis	NOUN
dpc-3583	85	32	(	(	PUNCT
dpc-3583	85	33	cd	cd	PROPN
dpc-3583	85	34	)	)	PUNCT
dpc-3583	85	35	,	,	PUNCT
dpc-3583	85	36	2	2	NUM
dpc-3583	85	37	lichen	lichen	NOUN
dpc-3583	85	38	planus	planus	NOUN
dpc-3583	85	39	,	,	PUNCT
dpc-3583	85	40	2	2	NUM
dpc-3583	85	41	mycosis	mycosis	NOUN
dpc-3583	85	42	fungoides	fungoide	NOUN
dpc-3583	85	43	,	,	PUNCT
dpc-3583	85	44	1	1	NUM
dpc-3583	85	45	erythema	erythema	ADJ
dpc-3583	85	46	multiforme	multiforme	NOUN
dpc-3583	85	47	,	,	PUNCT
dpc-3583	85	48	1	1	NUM
dpc-3583	85	49	folliculitis	folliculitis	NOUN
dpc-3583	85	50	and	and	CCONJ
dpc-3583	85	51	1	1	NUM
dpc-3583	85	52	pseudoxanthoma	pseudoxanthoma	NOUN
dpc-3583	85	53	elasticum	elasticum	NOUN
dpc-3583	85	54	.	.	PUNCT
dpc-3583	86	1	the	the	DET
dpc-3583	86	2	most	most	ADV
dpc-3583	86	3	significant	significant	ADJ
dpc-3583	86	4	histological	histological	ADJ
dpc-3583	86	5	signs	sign	NOUN
dpc-3583	86	6	of	of	ADP
dpc-3583	86	7	lcv	lcv	NOUN
dpc-3583	86	8	were	be	AUX
dpc-3583	86	9	the	the	DET
dpc-3583	86	10	deposition	deposition	NOUN
dpc-3583	86	11	of	of	ADP
dpc-3583	86	12	fibrin	fibrin	NOUN
dpc-3583	86	13	in	in	ADP
dpc-3583	86	14	the	the	DET
dpc-3583	86	15	vessel	vessel	NOUN
dpc-3583	86	16	walls	wall	NOUN
dpc-3583	86	17	and	and	CCONJ
dpc-3583	86	18	perivascular	perivascular	ADJ
dpc-3583	86	19	polymorphonuclear	polymorphonuclear	NOUN
dpc-3583	86	20	leukocytes	leukocyte	VERB
dpc-3583	86	21	in	in	ADP
dpc-3583	86	22	the	the	DET
dpc-3583	86	23	upper	upper	ADJ
dpc-3583	86	24	or	or	CCONJ
dpc-3583	86	25	middle	middle	ADJ
dpc-3583	86	26	dermis	dermis	NOUN
dpc-3583	86	27	.	.	PUNCT
dpc-3583	87	1	three	three	NUM
dpc-3583	87	2	patterns	pattern	NOUN
dpc-3583	87	3	were	be	AUX
dpc-3583	87	4	observed	observe	VERB
dpc-3583	87	5	according	accord	VERB
dpc-3583	87	6	to	to	ADP
dpc-3583	87	7	the	the	DET
dpc-3583	87	8	arrangement	arrangement	NOUN
dpc-3583	87	9	of	of	ADP
dpc-3583	87	10	the	the	DET
dpc-3583	87	11	vessels	vessel	NOUN
dpc-3583	87	12	;	;	PUNCT
dpc-3583	87	13	1	1	X
dpc-3583	87	14	)	)	PUNCT
dpc-3583	87	15	structureless	structureless	ADJ
dpc-3583	87	16	purpuric	purpuric	ADJ
dpc-3583	87	17	area	area	NOUN
dpc-3583	87	18	,	,	PUNCT
dpc-3583	87	19	termed	term	VERB
dpc-3583	87	20	as	as	ADP
dpc-3583	87	21	homogeneous	homogeneous	ADJ
dpc-3583	87	22	,	,	PUNCT
dpc-3583	87	23	2	2	X
dpc-3583	87	24	)	)	PUNCT
dpc-3583	87	25	multiple	multiple	ADJ
dpc-3583	87	26	erythematous	erythematous	ADJ
dpc-3583	87	27	and/or	and/or	CCONJ
dpc-3583	87	28	bluish	bluish	ADJ
dpc-3583	87	29	blotches	blotch	NOUN
dpc-3583	87	30	and/or	and/or	CCONJ
dpc-3583	87	31	globules	globule	NOUN
dpc-3583	87	32	and/or	and/or	CCONJ
dpc-3583	87	33	dots	dot	NOUN
dpc-3583	87	34	arranged	arrange	VERB
dpc-3583	87	35	uniformly	uniformly	ADV
dpc-3583	87	36	over	over	ADP
dpc-3583	87	37	a	a	DET
dpc-3583	87	38	structureless	structureless	ADJ
dpc-3583	87	39	background	background	NOUN
dpc-3583	87	40	,	,	PUNCT
dpc-3583	87	41	termed	term	VERB
dpc-3583	87	42	as	as	ADP
dpc-3583	87	43	mottled	mottled	ADJ
dpc-3583	87	44	and	and	CCONJ
dpc-3583	87	45	3	3	NUM
dpc-3583	87	46	)	)	PUNCT
dpc-3583	87	47	consists	consist	VERB
dpc-3583	87	48	of	of	ADP
dpc-3583	87	49	a	a	DET
dpc-3583	87	50	vascular	vascular	ADJ
dpc-3583	87	51	network	network	NOUN
dpc-3583	87	52	,	,	PUNCT
dpc-3583	87	53	we	we	PRON
dpc-3583	87	54	termed	term	VERB
dpc-3583	87	55	as	as	ADP
dpc-3583	87	56	reticular	reticular	ADJ
dpc-3583	87	57	(	(	PUNCT
dpc-3583	87	58	figure	figure	NOUN
dpc-3583	87	59	1	1	NUM
dpc-3583	87	60	)	)	PUNCT
dpc-3583	87	61	.	.	PUNCT
dpc-3583	88	1	mottled	mottled	ADJ
dpc-3583	88	2	pattern	pattern	NOUN
dpc-3583	88	3	was	be	AUX
dpc-3583	88	4	commonly	commonly	ADV
dpc-3583	88	5	detected	detect	VERB
dpc-3583	88	6	in	in	ADP
dpc-3583	88	7	both	both	DET
dpc-3583	88	8	groups	group	NOUN
dpc-3583	88	9	(	(	PUNCT
dpc-3583	88	10	table	table	NOUN
dpc-3583	88	11	1	1	NUM
dpc-3583	88	12	)	)	PUNCT
dpc-3583	88	13	.	.	PUNCT
dpc-3583	89	1	the	the	DET
dpc-3583	89	2	total	total	ADJ
dpc-3583	89	3	kappa	kappa	PROPN
dpc-3583	89	4	value	value	NOUN
dpc-3583	89	5	was	be	AUX
dpc-3583	89	6	0.869	0.869	NUM
dpc-3583	89	7	(	(	PUNCT
dpc-3583	89	8	table	table	NOUN
dpc-3583	89	9	 	 	SPACE
dpc-3583	89	10	2	2	NUM
dpc-3583	89	11	)	)	PUNCT
dpc-3583	89	12	in	in	ADP
dpc-3583	89	13	the	the	DET
dpc-3583	89	14	evaluation	evaluation	NOUN
dpc-3583	89	15	of	of	ADP
dpc-3583	89	16	the	the	DET
dpc-3583	89	17	dermoscopic	dermoscopic	ADJ
dpc-3583	89	18	images	image	NOUN
dpc-3583	89	19	of	of	ADP
dpc-3583	89	20	the	the	DET
dpc-3583	89	21	three	three	NUM
dpc-3583	89	22	dermatologists	dermatologist	NOUN
dpc-3583	89	23	in	in	ADP
dpc-3583	89	24	terms	term	NOUN
dpc-3583	89	25	of	of	ADP
dpc-3583	89	26	pattern	pattern	NOUN
dpc-3583	89	27	,	,	PUNCT
dpc-3583	89	28	representing	represent	VERB
dpc-3583	89	29	very	very	ADV
dpc-3583	89	30	good	good	ADJ
dpc-3583	89	31	agreement	agreement	NOUN
dpc-3583	89	32	(	(	PUNCT
dpc-3583	89	33	p	p	X
dpc-3583	89	34	<	<	X
dpc-3583	89	35	0.001	0.001	NUM
dpc-3583	89	36	)	)	PUNCT
dpc-3583	89	37	.	.	PUNCT
dpc-3583	90	1	three	three	NUM
dpc-3583	90	2	background	background	NOUN
dpc-3583	90	3	colors	color	NOUN
dpc-3583	90	4	were	be	AUX
dpc-3583	90	5	observed	observe	VERB
dpc-3583	90	6	:	:	PUNCT
dpc-3583	90	7	yellowish	yellowish	VERB
dpc-3583	90	8	erythematous	erythematous	ADJ
dpc-3583	90	9	,	,	PUNCT
dpc-3583	90	10	milky	milky	ADJ
dpc-3583	90	11	-	-	PUNCT
dpc-3583	90	12	red	red	ADJ
dpc-3583	90	13	,	,	PUNCT
dpc-3583	90	14	and	and	CCONJ
dpc-3583	90	15	livedoid	livedoid	NOUN
dpc-3583	90	16	.	.	PUNCT
dpc-3583	91	1	there	there	PRON
dpc-3583	91	2	was	be	VERB
dpc-3583	91	3	a	a	DET
dpc-3583	91	4	significant	significant	ADJ
dpc-3583	91	5	difference	difference	NOUN
dpc-3583	91	6	in	in	ADP
dpc-3583	91	7	background	background	NOUN
dpc-3583	91	8	color	color	NOUN
dpc-3583	91	9	between	between	ADP
dpc-3583	91	10	the	the	DET
dpc-3583	91	11	cv	cv	PROPN
dpc-3583	91	12	and	and	CCONJ
dpc-3583	91	13	non	non	ADJ
dpc-3583	91	14	-	-	ADJ
dpc-3583	91	15	cv	cv	ADJ
dpc-3583	91	16	groups	group	NOUN
dpc-3583	91	17	(	(	PUNCT
dpc-3583	91	18	p	p	X
dpc-3583	91	19	=	=	NOUN
dpc-3583	91	20	0.001	0.001	NUM
dpc-3583	91	21	)	)	PUNCT
dpc-3583	91	22	.	.	PUNCT
dpc-3583	92	1	the	the	DET
dpc-3583	92	2	yellowish	yellowish	ADJ
dpc-3583	92	3	erythematous	erythematous	ADJ
dpc-3583	92	4	background	background	NOUN
dpc-3583	92	5	color	color	NOUN
dpc-3583	92	6	was	be	AUX
dpc-3583	92	7	detected	detect	VERB
dpc-3583	92	8	in	in	ADP
dpc-3583	92	9	80.6	80.6	NUM
dpc-3583	92	10	%	%	NOUN
dpc-3583	92	11	of	of	ADP
dpc-3583	92	12	the	the	DET
dpc-3583	92	13	non	non	ADJ
dpc-3583	92	14	-	-	PROPN
dpc-3583	92	15	cv	cv	ADJ
dpc-3583	92	16	group	group	NOUN
dpc-3583	92	17	.	.	PUNCT
dpc-3583	93	1	the	the	DET
dpc-3583	93	2	milky	milky	ADJ
dpc-3583	93	3	red	red	NOUN
dpc-3583	93	4	(	(	PUNCT
dpc-3583	93	5	sensitivity	sensitivity	NOUN
dpc-3583	93	6	56.7	56.7	NUM
dpc-3583	93	7	%	%	NOUN
dpc-3583	93	8	,	,	PUNCT
dpc-3583	93	9	specificity	specificity	NOUN
dpc-3583	93	10	96.3	96.3	NUM
dpc-3583	93	11	%	%	NOUN
dpc-3583	93	12	)	)	PUNCT
dpc-3583	93	13	and	and	CCONJ
dpc-3583	93	14	livedoid	livedoid	NOUN
dpc-3583	93	15	background	background	NOUN
dpc-3583	93	16	color	color	NOUN
dpc-3583	93	17	(	(	PUNCT
dpc-3583	93	18	sensitivity	sensitivity	NOUN
dpc-3583	93	19	29.4	29.4	NUM
dpc-3583	93	20	%	%	NOUN
dpc-3583	93	21	,	,	PUNCT
dpc-3583	93	22	specificity	specificity	NOUN
dpc-3583	93	23	99.2	99.2	NUM
dpc-3583	93	24	%	%	NOUN
dpc-3583	93	25	)	)	PUNCT
dpc-3583	93	26	was	be	AUX
dpc-3583	93	27	found	find	VERB
dpc-3583	93	28	as	as	ADP
dpc-3583	93	29	specific	specific	ADJ
dpc-3583	93	30	markers	marker	NOUN
dpc-3583	93	31	in	in	ADP
dpc-3583	93	32	the	the	DET
dpc-3583	93	33	differential	differential	ADJ
dpc-3583	93	34	diagnosis	diagnosis	NOUN
dpc-3583	93	35	of	of	ADP
dpc-3583	93	36	cv	cv	NOUN
dpc-3583	93	37	lesions	lesion	NOUN
dpc-3583	93	38	,	,	PUNCT
dpc-3583	93	39	showing	show	VERB
dpc-3583	93	40	low	low	ADJ
dpc-3583	93	41	sensitivity	sensitivity	NOUN
dpc-3583	93	42	.	.	PUNCT
dpc-3583	94	1	interobserver	interobserver	PROPN
dpc-3583	94	2	agreement	agreement	NOUN
dpc-3583	94	3	was	be	AUX
dpc-3583	94	4	also	also	ADV
dpc-3583	94	5	very	very	ADV
dpc-3583	94	6	good	good	ADJ
dpc-3583	94	7	for	for	ADP
dpc-3583	94	8	background	background	NOUN
dpc-3583	94	9	color	color	NOUN
dpc-3583	94	10	analysis	analysis	NOUN
dpc-3583	94	11	(	(	PUNCT
dpc-3583	94	12	table	table	NOUN
dpc-3583	94	13	2	2	NUM
dpc-3583	94	14	)	)	PUNCT
dpc-3583	94	15	(	(	PUNCT
dpc-3583	94	16	κ	κ	X
dpc-3583	94	17	=	=	PUNCT
dpc-3583	94	18	0.846	0.846	NUM
dpc-3583	94	19	,	,	PUNCT
dpc-3583	94	20	p	p	X
dpc-3583	94	21	<	<	X
dpc-3583	94	22	0.001	0.001	NUM
dpc-3583	94	23	)	)	PUNCT
dpc-3583	94	24	.	.	PUNCT
dpc-3583	95	1	the	the	DET
dpc-3583	95	2	most	most	ADV
dpc-3583	95	3	common	common	ADJ
dpc-3583	95	4	dermoscopic	dermoscopic	NOUN
dpc-3583	95	5	finding	finding	NOUN
dpc-3583	95	6	in	in	ADP
dpc-3583	95	7	cv	cv	PROPN
dpc-3583	95	8	was	be	AUX
dpc-3583	95	9	red	red	ADJ
dpc-3583	95	10	globules	globule	NOUN
dpc-3583	95	11	(	(	PUNCT
dpc-3583	95	12	n	n	NOUN
dpc-3583	95	13	=	=	SYM
dpc-3583	95	14	43	43	NUM
dpc-3583	95	15	,	,	PUNCT
dpc-3583	95	16	74.1	74.1	NUM
dpc-3583	95	17	%	%	NOUN
dpc-3583	95	18	)	)	PUNCT
dpc-3583	95	19	.	.	PUNCT
dpc-3583	96	1	red	red	ADJ
dpc-3583	96	2	blotches	blotch	NOUN
dpc-3583	96	3	were	be	AUX
dpc-3583	96	4	detected	detect	VERB
dpc-3583	96	5	in	in	ADP
dpc-3583	96	6	26	26	NUM
dpc-3583	96	7	(	(	PUNCT
dpc-3583	96	8	44.8	44.8	NUM
dpc-3583	96	9	%	%	NOUN
dpc-3583	96	10	)	)	PUNCT
dpc-3583	96	11	cv	cv	NOUN
dpc-3583	96	12	lesions	lesion	NOUN
dpc-3583	96	13	,	,	PUNCT
dpc-3583	96	14	but	but	CCONJ
dpc-3583	96	15	it	it	PRON
dpc-3583	96	16	was	be	AUX
dpc-3583	96	17	seen	see	VERB
dpc-3583	96	18	in	in	ADP
dpc-3583	96	19	only	only	ADV
dpc-3583	96	20	7	7	NUM
dpc-3583	96	21	(	(	PUNCT
dpc-3583	96	22	22.6	22.6	NUM
dpc-3583	96	23	%	%	NOUN
dpc-3583	96	24	)	)	PUNCT
dpc-3583	96	25	lesions	lesion	NOUN
dpc-3583	96	26	in	in	ADP
dpc-3583	96	27	the	the	DET
dpc-3583	96	28	non	non	ADJ
dpc-3583	96	29	-	-	PROPN
dpc-3583	96	30	cv	cv	ADJ
dpc-3583	96	31	group	group	NOUN
dpc-3583	96	32	,	,	PUNCT
dpc-3583	96	33	and	and	CCONJ
dpc-3583	96	34	this	this	DET
dpc-3583	96	35	difference	difference	NOUN
dpc-3583	96	36	was	be	AUX
dpc-3583	96	37	statistically	statistically	ADV
dpc-3583	96	38	significant	significant	ADJ
dpc-3583	96	39	(	(	PUNCT
dpc-3583	96	40	p	p	X
dpc-3583	96	41	=	=	NOUN
dpc-3583	96	42	0.038	0.038	NUM
dpc-3583	96	43	;	;	PUNCT
dpc-3583	96	44	sensitivity	sensitivity	NOUN
dpc-3583	96	45	78.8	78.8	NUM
dpc-3583	96	46	%	%	NOUN
dpc-3583	96	47	,	,	PUNCT
dpc-3583	96	48	specificity	specificity	NOUN
dpc-3583	96	49	42.9	42.9	NUM
dpc-3583	96	50	%	%	NOUN
dpc-3583	96	51	)	)	PUNCT
dpc-3583	96	52	(	(	PUNCT
dpc-3583	96	53	table	table	NOUN
dpc-3583	96	54	1	1	NUM
dpc-3583	96	55	)	)	PUNCT
dpc-3583	96	56	.	.	PUNCT
dpc-3583	97	1	the	the	DET
dpc-3583	97	2	rate	rate	NOUN
dpc-3583	97	3	of	of	ADP
dpc-3583	97	4	presence	presence	NOUN
dpc-3583	97	5	of	of	ADP
dpc-3583	97	6	red	red	ADJ
dpc-3583	97	7	dots	dot	NOUN
dpc-3583	97	8	,	,	PUNCT
dpc-3583	97	9	comma	comma	NOUN
dpc-3583	97	10	vessels	vessel	NOUN
dpc-3583	97	11	,	,	PUNCT
dpc-3583	97	12	and	and	CCONJ
dpc-3583	97	13	scales	scale	VERB
dpc-3583	97	14	in	in	ADP
dpc-3583	97	15	cv	cv	PROPN
dpc-3583	97	16	lesions	lesion	NOUN
dpc-3583	97	17	was	be	AUX
dpc-3583	97	18	very	very	ADV
dpc-3583	97	19	low	low	ADJ
dpc-3583	97	20	compared	compare	VERB
dpc-3583	97	21	to	to	ADP
dpc-3583	97	22	the	the	DET
dpc-3583	97	23	non	non	ADJ
dpc-3583	97	24	-	-	ADJ
dpc-3583	97	25	cv	cv	ADJ
dpc-3583	97	26	group	group	NOUN
dpc-3583	97	27	and	and	CCONJ
dpc-3583	97	28	this	this	DET
dpc-3583	97	29	difference	difference	NOUN
dpc-3583	97	30	was	be	AUX
dpc-3583	97	31	statistically	statistically	ADV
dpc-3583	97	32	significant	significant	ADJ
dpc-3583	97	33	(	(	PUNCT
dpc-3583	97	34	table	table	NOUN
dpc-3583	97	35	1	1	NUM
dpc-3583	97	36	)	)	PUNCT
dpc-3583	97	37	(	(	PUNCT
dpc-3583	97	38	p	p	X
dpc-3583	97	39	 	 	SPACE
dpc-3583	97	40	=	=	NOUN
dpc-3583	97	41	 	 	SPACE
dpc-3583	97	42	0.002	0.002	NUM
dpc-3583	97	43	,	,	PUNCT
dpc-3583	97	44	p	p	X
dpc-3583	97	45	=	=	NOUN
dpc-3583	97	46	0.002	0.002	NUM
dpc-3583	97	47	,	,	PUNCT
dpc-3583	97	48	p	p	X
dpc-3583	97	49	=	=	NOUN
dpc-3583	97	50	0.003	0.003	NUM
dpc-3583	97	51	,	,	PUNCT
dpc-3583	97	52	respectively	respectively	ADV
dpc-3583	97	53	)	)	PUNCT
dpc-3583	97	54	.	.	PUNCT
dpc-3583	98	1	remarkably	remarkably	ADV
dpc-3583	98	2	,	,	PUNCT
dpc-3583	98	3	none	none	NOUN
dpc-3583	98	4	of	of	ADP
dpc-3583	98	5	the	the	DET
dpc-3583	98	6	ppd	ppd	PROPN
dpc-3583	98	7	lesions	lesion	NOUN
dpc-3583	98	8	had	have	VERB
dpc-3583	98	9	blue	blue	ADJ
dpc-3583	98	10	-	-	PUNCT
dpc-3583	98	11	gray	gray	ADJ
dpc-3583	98	12	background	background	NOUN
dpc-3583	98	13	color	color	NOUN
dpc-3583	98	14	.	.	PUNCT
dpc-3583	99	1	milky	milky	ADJ
dpc-3583	99	2	red	red	ADJ
dpc-3583	99	3	and	and	CCONJ
dpc-3583	99	4	blue	blue	ADJ
dpc-3583	99	5	-	-	PUNCT
dpc-3583	99	6	gray	gray	ADJ
dpc-3583	99	7	background	background	NOUN
dpc-3583	99	8	color	color	NOUN
dpc-3583	99	9	were	be	AUX
dpc-3583	99	10	specific	specific	ADJ
dpc-3583	99	11	markers	marker	NOUN
dpc-3583	99	12	for	for	ADP
dpc-3583	99	13	cv	cv	PROPN
dpc-3583	99	14	(	(	PUNCT
dpc-3583	99	15	p	p	X
dpc-3583	99	16	=	=	NOUN
dpc-3583	99	17	0.002	0.002	NUM
dpc-3583	99	18	,	,	PUNCT
dpc-3583	99	19	sensitivity	sensitivity	NOUN
dpc-3583	99	20	56.7	56.7	NUM
dpc-3583	99	21	%	%	NOUN
dpc-3583	99	22	,	,	PUNCT
dpc-3583	99	23	specificity	specificity	NOUN
dpc-3583	99	24	99.8	99.8	NUM
dpc-3583	99	25	%	%	NOUN
dpc-3583	99	26	and	and	CCONJ
dpc-3583	99	27	sensitivity	sensitivity	NOUN
dpc-3583	99	28	29.4	29.4	NUM
dpc-3583	99	29	%	%	NOUN
dpc-3583	99	30	,	,	PUNCT
dpc-3583	99	31	specificity	specificity	NOUN
dpc-3583	99	32	100	100	NUM
dpc-3583	99	33	%	%	NOUN
dpc-3583	99	34	,	,	PUNCT
dpc-3583	99	35	respectively	respectively	ADV
dpc-3583	99	36	)	)	PUNCT
dpc-3583	99	37	.	.	PUNCT
dpc-3583	100	1	similar	similar	ADJ
dpc-3583	100	2	to	to	ADP
dpc-3583	100	3	cv	cv	PROPN
dpc-3583	100	4	,	,	PUNCT
dpc-3583	100	5	the	the	DET
dpc-3583	100	6	most	most	ADV
dpc-3583	100	7	common	common	ADJ
dpc-3583	100	8	dermoscopic	dermoscopic	NOUN
dpc-3583	100	9	finding	finding	NOUN
dpc-3583	100	10	in	in	ADP
dpc-3583	100	11	ppd	ppd	PROPN
dpc-3583	100	12	was	be	AUX
dpc-3583	100	13	red	red	ADJ
dpc-3583	100	14	globules	globule	NOUN
dpc-3583	100	15	(	(	PUNCT
dpc-3583	100	16	n	n	NOUN
dpc-3583	100	17	=	=	SYM
dpc-3583	100	18	13	13	NUM
dpc-3583	100	19	,	,	PUNCT
dpc-3583	100	20	92.8	92.8	NUM
dpc-3583	100	21	%	%	NOUN
dpc-3583	100	22	)	)	PUNCT
dpc-3583	100	23	.	.	PUNCT
dpc-3583	101	1	red	red	ADJ
dpc-3583	101	2	dots	dot	NOUN
dpc-3583	101	3	(	(	PUNCT
dpc-3583	101	4	64.28	64.28	NUM
dpc-3583	101	5	%	%	NOUN
dpc-3583	101	6	)	)	PUNCT
dpc-3583	101	7	,	,	PUNCT
dpc-3583	101	8	comma	comma	NOUN
dpc-3583	101	9	(	(	PUNCT
dpc-3583	101	10	50	50	NUM
dpc-3583	101	11	%	%	NOUN
dpc-3583	101	12	)	)	PUNCT
dpc-3583	101	13	,	,	PUNCT
dpc-3583	101	14	and	and	CCONJ
dpc-3583	101	15	annular	annular	ADJ
dpc-3583	101	16	(	(	PUNCT
dpc-3583	101	17	57.1	57.1	NUM
dpc-3583	101	18	%	%	NOUN
dpc-3583	101	19	)	)	PUNCT
dpc-3583	101	20	vessels	vessel	NOUN
dpc-3583	101	21	were	be	AUX
dpc-3583	101	22	more	more	ADV
dpc-3583	101	23	common	common	ADJ
dpc-3583	101	24	in	in	ADP
dpc-3583	101	25	ppd	ppd	PROPN
dpc-3583	101	26	(	(	PUNCT
dpc-3583	101	27	p	p	X
dpc-3583	101	28	<	<	X
dpc-3583	101	29	0.01	0.01	NUM
dpc-3583	101	30	)	)	PUNCT
dpc-3583	101	31	.	.	PUNCT
dpc-3583	102	1	there	there	PRON
dpc-3583	102	2	was	be	VERB
dpc-3583	102	3	no	no	DET
dpc-3583	102	4	correlation	correlation	NOUN
dpc-3583	102	5	between	between	ADP
dpc-3583	102	6	dermoscopic	dermoscopic	NOUN
dpc-3583	102	7	patterns	pattern	NOUN
dpc-3583	102	8	and	and	CCONJ
dpc-3583	102	9	histopathological	histopathological	ADJ
dpc-3583	102	10	findings	finding	NOUN
dpc-3583	102	11	such	such	ADJ
dpc-3583	102	12	as	as	ADP
dpc-3583	102	13	erythrocyte	erythrocyte	PROPN
dpc-3583	102	14	extravasation	extravasation	NOUN
dpc-3583	102	15	,	,	PUNCT
dpc-3583	102	16	the	the	DET
dpc-3583	102	17	presence	presence	NOUN
dpc-3583	102	18	of	of	ADP
dpc-3583	102	19	fibrinogen	fibrinogen	NOUN
dpc-3583	102	20	,	,	PUNCT
dpc-3583	102	21	and	and	CCONJ
dpc-3583	102	22	eosinophil	eosinophil	ADJ
dpc-3583	102	23	.	.	PUNCT
dpc-3583	103	1	erythrocyte	erythrocyte	PROPN
dpc-3583	103	2	extravasation	extravasation	NOUN
dpc-3583	103	3	was	be	AUX
dpc-3583	103	4	observed	observe	VERB
dpc-3583	103	5	more	more	ADV
dpc-3583	103	6	frequently	frequently	ADV
dpc-3583	103	7	in	in	ADP
dpc-3583	103	8	lesions	lesion	NOUN
dpc-3583	103	9	with	with	ADP
dpc-3583	103	10	a	a	DET
dpc-3583	103	11	yellowish	yellowish	ADJ
dpc-3583	103	12	erythematous	erythematous	ADJ
dpc-3583	103	13	background	background	NOUN
dpc-3583	103	14	color	color	NOUN
dpc-3583	103	15	.	.	PUNCT
dpc-3583	104	1	the	the	DET
dpc-3583	104	2	relationship	relationship	NOUN
dpc-3583	104	3	figure	figure	NOUN
dpc-3583	104	4	1	1	NUM
dpc-3583	104	5	.	.	PUNCT
dpc-3583	104	6	dermoscopic	dermoscopic	NOUN
dpc-3583	104	7	patterns	pattern	NOUN
dpc-3583	104	8	of	of	ADP
dpc-3583	104	9	purpuric	purpuric	ADJ
dpc-3583	104	10	lesions	lesion	NOUN
dpc-3583	104	11	.	.	PUNCT
dpc-3583	105	1	(	(	PUNCT
dpc-3583	105	2	a	a	X
dpc-3583	105	3	)	)	PUNCT
dpc-3583	105	4	homogeneous	homogeneous	ADJ
dpc-3583	105	5	pattern	pattern	NOUN
dpc-3583	105	6	:	:	PUNCT
dpc-3583	105	7	structureless	structureless	ADJ
dpc-3583	105	8	purpuric	purpuric	ADJ
dpc-3583	105	9	area	area	NOUN
dpc-3583	105	10	.	.	PUNCT
dpc-3583	106	1	(	(	PUNCT
dpc-3583	106	2	b	b	X
dpc-3583	106	3	)	)	PUNCT
dpc-3583	106	4	mottled	mottled	ADJ
dpc-3583	106	5	pattern	pattern	NOUN
dpc-3583	106	6	:	:	PUNCT
dpc-3583	106	7	multiple	multiple	ADJ
dpc-3583	106	8	erythematous	erythematous	ADJ
dpc-3583	106	9	and/or	and/or	CCONJ
dpc-3583	106	10	bluish	bluish	ADJ
dpc-3583	106	11	blotches	blotch	NOUN
dpc-3583	106	12	and/or	and/or	CCONJ
dpc-3583	106	13	globules	globule	NOUN
dpc-3583	106	14	and/or	and/or	CCONJ
dpc-3583	106	15	dots	dot	NOUN
dpc-3583	106	16	arranged	arrange	VERB
dpc-3583	106	17	uniformly	uniformly	ADV
dpc-3583	106	18	over	over	ADP
dpc-3583	106	19	a	a	DET
dpc-3583	106	20	structureless	structureless	ADJ
dpc-3583	106	21	background	background	NOUN
dpc-3583	106	22	.	.	PUNCT
dpc-3583	107	1	(	(	PUNCT
dpc-3583	107	2	c	c	X
dpc-3583	107	3	)	)	PUNCT
dpc-3583	107	4	reticular	reticular	ADJ
dpc-3583	107	5	pattern	pattern	NOUN
dpc-3583	107	6	:	:	PUNCT
dpc-3583	107	7	branched	branched	ADJ
dpc-3583	107	8	vessels	vessel	NOUN
dpc-3583	107	9	of	of	ADP
dpc-3583	107	10	which	which	PRON
dpc-3583	107	11	branches	branch	NOUN
dpc-3583	107	12	were	be	AUX
dpc-3583	107	13	arranged	arrange	VERB
dpc-3583	107	14	in	in	ADP
dpc-3583	107	15	a	a	DET
dpc-3583	107	16	meshy	meshy	ADJ
dpc-3583	107	17	configuration	configuration	NOUN
dpc-3583	107	18	over	over	ADP
dpc-3583	107	19	a	a	DET
dpc-3583	107	20	structureless	structureless	ADJ
dpc-3583	107	21	background	background	NOUN
dpc-3583	107	22	.	.	PUNCT
dpc-3583	108	1	4	4	NUM
dpc-3583	108	2	original	original	ADJ
dpc-3583	108	3	article	article	NOUN
dpc-3583	108	4	|	|	ADV
dpc-3583	108	5	dermatol	dermatol	ADJ
dpc-3583	108	6	pract	pract	NOUN
dpc-3583	108	7	concept	concept	NOUN
dpc-3583	108	8	.	.	PUNCT
dpc-3583	109	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	109	2	the	the	DET
dpc-3583	109	3	three	three	NUM
dpc-3583	109	4	dermoscopic	dermoscopic	ADJ
dpc-3583	109	5	findings	finding	NOUN
dpc-3583	109	6	with	with	ADP
dpc-3583	109	7	the	the	DET
dpc-3583	109	8	highest	high	ADJ
dpc-3583	109	9	importance	importance	NOUN
dpc-3583	109	10	score	score	NOUN
dpc-3583	109	11	in	in	ADP
dpc-3583	109	12	the	the	DET
dpc-3583	109	13	diagnosis	diagnosis	NOUN
dpc-3583	109	14	of	of	ADP
dpc-3583	109	15	cv	cv	NOUN
dpc-3583	109	16	according	accord	VERB
dpc-3583	109	17	to	to	ADP
dpc-3583	109	18	rf	rf	NOUN
dpc-3583	109	19	classification	classification	NOUN
dpc-3583	109	20	were	be	AUX
dpc-3583	109	21	scale	scale	NOUN
dpc-3583	109	22	,	,	PUNCT
dpc-3583	109	23	background	background	NOUN
dpc-3583	109	24	color	color	NOUN
dpc-3583	109	25	,	,	PUNCT
dpc-3583	109	26	and	and	CCONJ
dpc-3583	109	27	red	red	ADJ
dpc-3583	109	28	dots	dot	NOUN
dpc-3583	109	29	,	,	PUNCT
dpc-3583	109	30	respectively	respectively	ADV
dpc-3583	109	31	.	.	PUNCT
dpc-3583	110	1	decision	decision	NOUN
dpc-3583	110	2	tree	tree	NOUN
dpc-3583	110	3	classification	classification	NOUN
dpc-3583	110	4	presented	present	VERB
dpc-3583	110	5	an	an	DET
dpc-3583	110	6	algorithm	algorithm	NOUN
dpc-3583	110	7	using	use	VERB
dpc-3583	110	8	80	80	NUM
dpc-3583	110	9	%	%	NOUN
dpc-3583	110	10	of	of	ADP
dpc-3583	110	11	samples	sample	NOUN
dpc-3583	110	12	for	for	ADP
dpc-3583	110	13	training	training	NOUN
dpc-3583	110	14	data	datum	NOUN
dpc-3583	110	15	and	and	CCONJ
dpc-3583	110	16	20	20	NUM
dpc-3583	110	17	%	%	NOUN
dpc-3583	110	18	of	of	ADP
dpc-3583	110	19	samples	sample	NOUN
dpc-3583	110	20	for	for	ADP
dpc-3583	110	21	validation	validation	NOUN
dpc-3583	110	22	data	datum	NOUN
dpc-3583	110	23	(	(	PUNCT
dpc-3583	110	24	figure	figure	NOUN
dpc-3583	110	25	2	2	NUM
dpc-3583	110	26	)	)	PUNCT
dpc-3583	110	27	.	.	PUNCT
dpc-3583	111	1	conclusions	conclusion	NOUN
dpc-3583	111	2	dermoscopic	dermoscopic	VERB
dpc-3583	111	3	identification	identification	NOUN
dpc-3583	111	4	of	of	ADP
dpc-3583	111	5	vascular	vascular	ADJ
dpc-3583	111	6	lesions	lesion	NOUN
dpc-3583	111	7	may	may	AUX
dpc-3583	111	8	guide	guide	VERB
dpc-3583	111	9	patient	patient	ADJ
dpc-3583	111	10	management	management	NOUN
dpc-3583	111	11	.	.	PUNCT
dpc-3583	112	1	most	most	ADJ
dpc-3583	112	2	vascular	vascular	ADJ
dpc-3583	112	3	proliferative	proliferative	ADJ
dpc-3583	112	4	lesions	lesion	NOUN
dpc-3583	112	5	have	have	VERB
dpc-3583	112	6	well	well	ADV
dpc-3583	112	7	-	-	PUNCT
dpc-3583	112	8	defined	define	VERB
dpc-3583	112	9	,	,	PUNCT
dpc-3583	112	10	variable	variable	NOUN
dpc-3583	112	11	-	-	PUNCT
dpc-3583	112	12	colored	color	VERB
dpc-3583	112	13	areas	area	NOUN
dpc-3583	112	14	called	call	VERB
dpc-3583	112	15	lacunae	lacunae	NOUN
dpc-3583	112	16	on	on	ADP
dpc-3583	112	17	dermoscopy	dermoscopy	NOUN
dpc-3583	112	18	[	[	X
dpc-3583	112	19	22	22	NUM
dpc-3583	112	20	]	]	PUNCT
dpc-3583	112	21	.	.	PUNCT
dpc-3583	113	1	in	in	ADP
dpc-3583	113	2	addition	addition	NOUN
dpc-3583	113	3	to	to	ADP
dpc-3583	113	4	proliferative	proliferative	ADJ
dpc-3583	113	5	vascular	vascular	ADJ
dpc-3583	113	6	lesions	lesion	NOUN
dpc-3583	113	7	,	,	PUNCT
dpc-3583	113	8	dermoscopic	dermoscopic	NOUN
dpc-3583	113	9	features	feature	NOUN
dpc-3583	113	10	of	of	ADP
dpc-3583	113	11	inflammatory	inflammatory	ADJ
dpc-3583	113	12	vascular	vascular	ADJ
dpc-3583	113	13	lesions	lesion	NOUN
dpc-3583	113	14	are	be	AUX
dpc-3583	113	15	a	a	DET
dpc-3583	113	16	matter	matter	NOUN
dpc-3583	113	17	of	of	ADP
dpc-3583	113	18	interest	interest	NOUN
dpc-3583	113	19	.	.	PUNCT
dpc-3583	114	1	pigmented	pigment	VERB
dpc-3583	114	2	purpuric	purpuric	ADJ
dpc-3583	114	3	dermatoses	dermatosis	NOUN
dpc-3583	114	4	(	(	PUNCT
dpc-3583	114	5	ppds	ppds	PROPN
dpc-3583	114	6	)	)	PUNCT
dpc-3583	114	7	are	be	AUX
dpc-3583	114	8	a	a	DET
dpc-3583	114	9	group	group	NOUN
dpc-3583	114	10	of	of	ADP
dpc-3583	114	11	inflammatory	inflammatory	ADJ
dpc-3583	114	12	skin	skin	NOUN
dpc-3583	114	13	diseases	disease	NOUN
dpc-3583	114	14	that	that	PRON
dpc-3583	114	15	may	may	AUX
dpc-3583	114	16	be	be	AUX
dpc-3583	114	17	mistaken	mistake	VERB
dpc-3583	114	18	as	as	ADP
dpc-3583	114	19	vasculitides	vasculitide	NOUN
dpc-3583	114	20	[	[	X
dpc-3583	114	21	23	23	NUM
dpc-3583	114	22	]	]	PUNCT
dpc-3583	114	23	.	.	PUNCT
dpc-3583	115	1	common	common	ADJ
dpc-3583	115	2	dermoscopic	dermoscopic	ADJ
dpc-3583	115	3	characteristics	characteristic	NOUN
dpc-3583	115	4	of	of	ADP
dpc-3583	115	5	ppds	ppds	NOUN
dpc-3583	115	6	include	include	VERB
dpc-3583	115	7	a	a	DET
dpc-3583	115	8	copper	copper	NOUN
dpc-3583	115	9	-	-	PUNCT
dpc-3583	115	10	red	red	ADJ
dpc-3583	115	11	background	background	NOUN
dpc-3583	115	12	,	,	PUNCT
dpc-3583	115	13	rounded	round	VERB
dpc-3583	115	14	between	between	ADP
dpc-3583	115	15	erythrocyte	erythrocyte	PROPN
dpc-3583	115	16	extravasation	extravasation	NOUN
dpc-3583	115	17	and	and	CCONJ
dpc-3583	115	18	background	background	NOUN
dpc-3583	115	19	color	color	NOUN
dpc-3583	115	20	was	be	AUX
dpc-3583	115	21	statistically	statistically	ADV
dpc-3583	115	22	significant	significant	ADJ
dpc-3583	115	23	(	(	PUNCT
dpc-3583	115	24	cramer	cramer	X
dpc-3583	115	25	v=0.275	v=0.275	PROPN
dpc-3583	115	26	,	,	PUNCT
dpc-3583	115	27	p	p	NOUN
dpc-3583	115	28	=	=	NOUN
dpc-3583	115	29	0.009	0.009	NUM
dpc-3583	115	30	)	)	PUNCT
dpc-3583	115	31	.	.	PUNCT
dpc-3583	116	1	rf	rf	VERB
dpc-3583	116	2	,	,	PUNCT
dpc-3583	116	3	decision	decision	NOUN
dpc-3583	116	4	tree	tree	NOUN
dpc-3583	116	5	,	,	PUNCT
dpc-3583	116	6	and	and	CCONJ
dpc-3583	116	7	knn	knn	PROPN
dpc-3583	116	8	give	give	VERB
dpc-3583	116	9	classification	classification	NOUN
dpc-3583	116	10	rates	rate	NOUN
dpc-3583	116	11	of	of	ADP
dpc-3583	116	12	88.0	88.0	NUM
dpc-3583	116	13	%	%	NOUN
dpc-3583	116	14	,	,	PUNCT
dpc-3583	116	15	82.40	82.40	NUM
dpc-3583	116	16	%	%	NOUN
dpc-3583	116	17	,	,	PUNCT
dpc-3583	116	18	and	and	CCONJ
dpc-3583	116	19	70.6	70.6	NUM
dpc-3583	116	20	%	%	NOUN
dpc-3583	116	21	accuracy	accuracy	NOUN
dpc-3583	116	22	,	,	PUNCT
dpc-3583	116	23	respectively	respectively	ADV
dpc-3583	116	24	.	.	PUNCT
dpc-3583	117	1	the	the	DET
dpc-3583	117	2	highest	high	ADJ
dpc-3583	117	3	accuracy	accuracy	NOUN
dpc-3583	117	4	,	,	PUNCT
dpc-3583	117	5	precision	precision	NOUN
dpc-3583	117	6	,	,	PUNCT
dpc-3583	117	7	sensitivity	sensitivity	NOUN
dpc-3583	117	8	,	,	PUNCT
dpc-3583	117	9	and	and	CCONJ
dpc-3583	117	10	specificity	specificity	NOUN
dpc-3583	117	11	values	value	NOUN
dpc-3583	117	12	were	be	AUX
dpc-3583	117	13	achieved	achieve	VERB
dpc-3583	117	14	with	with	ADP
dpc-3583	117	15	rf	rf	NOUN
dpc-3583	117	16	classification	classification	NOUN
dpc-3583	117	17	(	(	PUNCT
dpc-3583	117	18	table	table	NOUN
dpc-3583	117	19	3	3	NUM
dpc-3583	117	20	)	)	PUNCT
dpc-3583	117	21	.	.	PUNCT
dpc-3583	118	1	table	table	NOUN
dpc-3583	118	2	2	2	NUM
dpc-3583	118	3	.	.	PUNCT
dpc-3583	119	1	fleiss	fleiss	PROPN
dpc-3583	119	2	kappa	kappa	ADJ
dpc-3583	119	3	analysis	analysis	NOUN
dpc-3583	119	4	to	to	PART
dpc-3583	119	5	assess	assess	VERB
dpc-3583	119	6	the	the	DET
dpc-3583	119	7	interobserver	interobserver	ADJ
dpc-3583	119	8	agreement	agreement	NOUN
dpc-3583	119	9	of	of	ADP
dpc-3583	119	10	dermoscopic	dermoscopic	ADJ
dpc-3583	119	11	patterns	pattern	NOUN
dpc-3583	119	12	and	and	CCONJ
dpc-3583	119	13	 	 	SPACE
dpc-3583	119	14	background	background	NOUN
dpc-3583	119	15	colors	color	NOUN
dpc-3583	119	16	in	in	ADP
dpc-3583	119	17	purpuric	purpuric	ADJ
dpc-3583	119	18	lesions	lesion	NOUN
dpc-3583	119	19	.	.	PUNCT
dpc-3583	120	1	agreement	agreement	NOUN
dpc-3583	120	2	on	on	ADP
dpc-3583	120	3	individual	individual	ADJ
dpc-3583	120	4	categories	category	NOUN
dpc-3583	120	5	overall	overall	ADJ
dpc-3583	120	6	agreement	agreement	NOUN
dpc-3583	120	7	rating	rating	NOUN
dpc-3583	120	8	category	category	NOUN
dpc-3583	120	9	fleiss	fleiss	VERB
dpc-3583	120	10	kappa	kappa	PROPN
dpc-3583	121	1	p	p	PROPN
dpc-3583	121	2	fleiss	fleiss	PROPN
dpc-3583	121	3	kappa	kappa	PROPN
dpc-3583	121	4	p	p	X
dpc-3583	121	5	patern	patern	ADJ
dpc-3583	121	6	homojen	homojen	NOUN
dpc-3583	121	7	0.900	0.900	NUM
dpc-3583	121	8	<	<	NOUN
dpc-3583	121	9	0.001	0.001	NUM
dpc-3583	121	10	0.869	0.869	NUM
dpc-3583	121	11	<	<	X
dpc-3583	121	12	0.001mottled	0.001mottled	ADJ
dpc-3583	121	13	0.935	0.935	NUM
dpc-3583	121	14	<	<	X
dpc-3583	121	15	0.001	0.001	NUM
dpc-3583	121	16	reticular	reticular	ADJ
dpc-3583	121	17	0.703	0.703	NUM
dpc-3583	121	18	<	<	NOUN
dpc-3583	121	19	0.001	0.001	NUM
dpc-3583	121	20	background	background	NOUN
dpc-3583	121	21	color	color	NOUN
dpc-3583	121	22	yellowish	yellowish	NOUN
dpc-3583	121	23	-	-	PUNCT
dpc-3583	121	24	erythematous	erythematous	ADJ
dpc-3583	121	25	0.865	0.865	NUM
dpc-3583	121	26	<	<	NOUN
dpc-3583	121	27	0.001	0.001	NUM
dpc-3583	121	28	0.846	0.846	NUM
dpc-3583	121	29	<	<	X
dpc-3583	121	30	0.001milky	0.001milky	X
dpc-3583	121	31	red	red	ADJ
dpc-3583	121	32	0.869	0.869	NUM
dpc-3583	121	33	<	<	NOUN
dpc-3583	121	34	0.001	0.001	NUM
dpc-3583	121	35	blue	blue	ADJ
dpc-3583	121	36	-	-	PUNCT
dpc-3583	121	37	gray	gray	ADJ
dpc-3583	121	38	0.769	0.769	NUM
dpc-3583	121	39	<	<	NOUN
dpc-3583	121	40	0.001	0.001	NUM
dpc-3583	121	41	table	table	NOUN
dpc-3583	121	42	1	1	NUM
dpc-3583	121	43	.	.	PUNCT
dpc-3583	122	1	dermoscopic	dermoscopic	PROPN
dpc-3583	122	2	findings	finding	NOUN
dpc-3583	122	3	observed	observe	VERB
dpc-3583	122	4	in	in	ADP
dpc-3583	122	5	purpuric	purpuric	ADJ
dpc-3583	122	6	lesions	lesion	NOUN
dpc-3583	122	7	.	.	PUNCT
dpc-3583	123	1	cv	cv	PROPN
dpc-3583	123	2	n	n	CCONJ
dpc-3583	123	3	(	(	PUNCT
dpc-3583	123	4	%	%	INTJ
dpc-3583	123	5	)	)	PUNCT
dpc-3583	123	6	non	non	ADJ
dpc-3583	123	7	-	-	PROPN
dpc-3583	123	8	cv	cv	ADJ
dpc-3583	123	9	n	n	CCONJ
dpc-3583	123	10	(	(	PUNCT
dpc-3583	123	11	%	%	INTJ
dpc-3583	123	12	)	)	PUNCT
dpc-3583	123	13	cramer	cramer	PROPN
dpc-3583	123	14	v	v	ADP
dpc-3583	123	15	p	p	NOUN
dpc-3583	123	16	value	value	NOUN
dpc-3583	123	17	pattern	pattern	NOUN
dpc-3583	123	18	homogeneous	homogeneous	ADJ
dpc-3583	123	19	16	16	NUM
dpc-3583	123	20	(	(	PUNCT
dpc-3583	123	21	28.1	28.1	NUM
dpc-3583	123	22	)	)	SYM
dpc-3583	123	23	9	9	NUM
dpc-3583	123	24	(	(	PUNCT
dpc-3583	123	25	29	29	NUM
dpc-3583	123	26	)	)	PUNCT
dpc-3583	123	27	0.190	0.190	NUM
dpc-3583	123	28	0.524mottled	0.524mottle	VERB
dpc-3583	123	29	38	38	NUM
dpc-3583	123	30	(	(	PUNCT
dpc-3583	123	31	66.7	66.7	NUM
dpc-3583	123	32	)	)	PUNCT
dpc-3583	123	33	19	19	NUM
dpc-3583	123	34	(	(	PUNCT
dpc-3583	123	35	63.3	63.3	NUM
dpc-3583	123	36	)	)	PUNCT
dpc-3583	123	37	meshy	meshy	NOUN
dpc-3583	123	38	3	3	NUM
dpc-3583	123	39	(	(	PUNCT
dpc-3583	123	40	5.3	5.3	NUM
dpc-3583	123	41	)	)	PUNCT
dpc-3583	123	42	3	3	NUM
dpc-3583	123	43	(	(	PUNCT
dpc-3583	123	44	9.7	9.7	NUM
dpc-3583	123	45	)	)	PUNCT
dpc-3583	123	46	background	background	NOUN
dpc-3583	123	47	color	color	NOUN
dpc-3583	123	48	yellowish	yellowish	NOUN
dpc-3583	123	49	erythematous	erythematous	ADJ
dpc-3583	123	50	23	23	NUM
dpc-3583	123	51	(	(	PUNCT
dpc-3583	123	52	39.7	39.7	NUM
dpc-3583	123	53	)	)	PUNCT
dpc-3583	123	54	25	25	NUM
dpc-3583	123	55	(	(	PUNCT
dpc-3583	123	56	80.6	80.6	NUM
dpc-3583	123	57	)	)	PUNCT
dpc-3583	123	58	0.392	0.392	NUM
dpc-3583	123	59	0.001milky	0.001milky	ADV
dpc-3583	123	60	-	-	PUNCT
dpc-3583	123	61	red	red	ADJ
dpc-3583	123	62	25	25	NUM
dpc-3583	123	63	(	(	PUNCT
dpc-3583	123	64	43.1	43.1	NUM
dpc-3583	123	65	)	)	PUNCT
dpc-3583	123	66	4	4	NUM
dpc-3583	123	67	(	(	PUNCT
dpc-3583	123	68	12.9	12.9	NUM
dpc-3583	123	69	)	)	PUNCT
dpc-3583	123	70	blue	blue	ADJ
dpc-3583	123	71	-	-	PUNCT
dpc-3583	123	72	gray	gray	ADJ
dpc-3583	123	73	10	10	NUM
dpc-3583	123	74	(	(	PUNCT
dpc-3583	123	75	17.2	17.2	NUM
dpc-3583	123	76	)	)	SYM
dpc-3583	123	77	2	2	NUM
dpc-3583	123	78	(	(	PUNCT
dpc-3583	123	79	6.5	6.5	NUM
dpc-3583	123	80	)	)	PUNCT
dpc-3583	123	81	linear	linear	ADJ
dpc-3583	123	82	 	 	SPACE
dpc-3583	123	83	vessels	vessel	NOUN
dpc-3583	123	84	17	17	NUM
dpc-3583	123	85	(	(	PUNCT
dpc-3583	123	86	29.3	29.3	NUM
dpc-3583	123	87	)	)	PUNCT
dpc-3583	123	88	8	8	NUM
dpc-3583	123	89	(	(	PUNCT
dpc-3583	123	90	25.8	25.8	NUM
dpc-3583	123	91	)	)	PUNCT
dpc-3583	123	92	0.037	0.037	NUM
dpc-3583	123	93	0.726	0.726	NUM
dpc-3583	123	94	red	red	ADJ
dpc-3583	123	95	dots	dot	NOUN
dpc-3583	123	96	16	16	NUM
dpc-3583	123	97	(	(	PUNCT
dpc-3583	123	98	27.6	27.6	NUM
dpc-3583	123	99	)	)	SYM
dpc-3583	123	100	19	19	NUM
dpc-3583	123	101	(	(	PUNCT
dpc-3583	123	102	61.3	61.3	NUM
dpc-3583	123	103	)	)	PUNCT
dpc-3583	123	104	0.329	0.329	NUM
dpc-3583	123	105	0.002	0.002	NUM
dpc-3583	123	106	red	red	ADJ
dpc-3583	123	107	globules	globule	NOUN
dpc-3583	123	108	43	43	NUM
dpc-3583	123	109	(	(	PUNCT
dpc-3583	123	110	74.1	74.1	NUM
dpc-3583	123	111	)	)	PUNCT
dpc-3583	123	112	23	23	NUM
dpc-3583	123	113	(	(	PUNCT
dpc-3583	123	114	74.2	74.2	NUM
dpc-3583	123	115	)	)	PUNCT
dpc-3583	123	116	0.001	0.001	NUM
dpc-3583	123	117	0.995	0.995	NUM
dpc-3583	123	118	red	red	ADJ
dpc-3583	123	119	blotches	blotch	NOUN
dpc-3583	123	120	26	26	NUM
dpc-3583	123	121	(	(	PUNCT
dpc-3583	123	122	44.8	44.8	NUM
dpc-3583	123	123	)	)	PUNCT
dpc-3583	123	124	7	7	NUM
dpc-3583	123	125	(	(	PUNCT
dpc-3583	123	126	22.6	22.6	NUM
dpc-3583	123	127	)	)	PUNCT
dpc-3583	123	128	0.219	0.219	NUM
dpc-3583	123	129	0.038	0.038	NUM
dpc-3583	123	130	blue	blue	ADJ
dpc-3583	123	131	globules	globule	NOUN
dpc-3583	123	132	8	8	NUM
dpc-3583	123	133	(	(	PUNCT
dpc-3583	123	134	13.8	13.8	NUM
dpc-3583	123	135	)	)	PUNCT
dpc-3583	123	136	5	5	NUM
dpc-3583	123	137	(	(	PUNCT
dpc-3583	123	138	16.1	16.1	NUM
dpc-3583	123	139	)	)	PUNCT
dpc-3583	123	140	0.032	0.032	NUM
dpc-3583	123	141	0.766	0.766	NUM
dpc-3583	123	142	annular	annular	ADJ
dpc-3583	123	143	vessels	vessel	NOUN
dpc-3583	123	144	8	8	NUM
dpc-3583	123	145	(	(	PUNCT
dpc-3583	123	146	13.8	13.8	NUM
dpc-3583	123	147	)	)	PUNCT
dpc-3583	123	148	8	8	NUM
dpc-3583	123	149	(	(	PUNCT
dpc-3583	123	150	25.8	25.8	NUM
dpc-3583	123	151	)	)	PUNCT
dpc-3583	123	152	0.149	0.149	NUM
dpc-3583	123	153	0.160	0.160	NUM
dpc-3583	123	154	comma	comma	NOUN
dpc-3583	123	155	vessels	vessel	NOUN
dpc-3583	123	156	5	5	NUM
dpc-3583	123	157	(	(	PUNCT
dpc-3583	123	158	8.6	8.6	NUM
dpc-3583	123	159	)	)	PUNCT
dpc-3583	123	160	11	11	NUM
dpc-3583	123	161	(	(	PUNCT
dpc-3583	123	162	35.5	35.5	NUM
dpc-3583	123	163	)	)	PUNCT
dpc-3583	123	164	0.333	0.333	NUM
dpc-3583	123	165	0.002	0.002	NUM
dpc-3583	123	166	scale	scale	NOUN
dpc-3583	123	167	8	8	NUM
dpc-3583	123	168	(	(	PUNCT
dpc-3583	123	169	13.8	13.8	NUM
dpc-3583	123	170	)	)	PUNCT
dpc-3583	123	171	13	13	NUM
dpc-3583	123	172	(	(	PUNCT
dpc-3583	123	173	41.9	41.9	NUM
dpc-3583	123	174	)	)	PUNCT
dpc-3583	123	175	0.316	0.316	NUM
dpc-3583	123	176	0.003	0.003	NUM
dpc-3583	123	177	branched	branch	VERB
dpc-3583	123	178	 	 	SPACE
dpc-3583	123	179	vessels	vessel	NOUN
dpc-3583	123	180	13	13	NUM
dpc-3583	123	181	(	(	PUNCT
dpc-3583	123	182	22.4	22.4	NUM
dpc-3583	123	183	)	)	PUNCT
dpc-3583	123	184	3	3	NUM
dpc-3583	123	185	(	(	PUNCT
dpc-3583	123	186	9.7	9.7	NUM
dpc-3583	123	187	)	)	PUNCT
dpc-3583	123	188	0.158	0.158	NUM
dpc-3583	123	189	0.136	0.136	NUM
dpc-3583	123	190	table	table	NOUN
dpc-3583	123	191	3	3	NUM
dpc-3583	123	192	.	.	X
dpc-3583	123	193	machine	machine	NOUN
dpc-3583	123	194	learning	learn	VERB
dpc-3583	123	195	classifier	classifier	NOUN
dpc-3583	123	196	performance	performance	NOUN
dpc-3583	123	197	measures	measure	NOUN
dpc-3583	123	198	.	.	PUNCT
dpc-3583	124	1	accuracy	accuracy	NOUN
dpc-3583	124	2	precision	precision	NOUN
dpc-3583	124	3	(	(	PUNCT
dpc-3583	124	4	positive	positive	ADJ
dpc-3583	124	5	predictive	predictive	ADJ
dpc-3583	124	6	value	value	NOUN
dpc-3583	124	7	)	)	PUNCT
dpc-3583	124	8	sensitivity	sensitivity	NOUN
dpc-3583	124	9	(	(	PUNCT
dpc-3583	124	10	%	%	INTJ
dpc-3583	124	11	)	)	PUNCT
dpc-3583	124	12	specificity	specificity	NOUN
dpc-3583	124	13	(	(	PUNCT
dpc-3583	124	14	%	%	INTJ
dpc-3583	124	15	)	)	PUNCT
dpc-3583	124	16	rf	rf	VERB
dpc-3583	124	17	0.882	0.882	NUM
dpc-3583	124	18	0.882	0.882	NUM
dpc-3583	124	19	0.882	0.882	NUM
dpc-3583	124	20	0.871	0.871	NUM
dpc-3583	124	21	decision	decision	NOUN
dpc-3583	124	22	tree	tree	NOUN
dpc-3583	124	23	0.824	0.824	NUM
dpc-3583	124	24	0.824	0.824	NUM
dpc-3583	124	25	0.802	0.802	NUM
dpc-3583	124	26	0.631	0.631	NUM
dpc-3583	124	27	knn	knn	PROPN
dpc-3583	124	28	0.706	0.706	NUM
dpc-3583	124	29	0.690	0.690	NUM
dpc-3583	124	30	0.706	0.706	NUM
dpc-3583	124	31	0.617	0.617	NUM
dpc-3583	124	32	knn	knn	PROPN
dpc-3583	125	1	=	=	SYM
dpc-3583	125	2	k	k	ADJ
dpc-3583	125	3	-	-	PUNCT
dpc-3583	125	4	nearest	near	ADJ
dpc-3583	125	5	neighbors	neighbor	NOUN
dpc-3583	125	6	;	;	PUNCT
dpc-3583	125	7	rf	rf	NOUN
dpc-3583	125	8	=	=	SYM
dpc-3583	125	9	random	random	ADJ
dpc-3583	125	10	forest	forest	NOUN
dpc-3583	125	11	.	.	PUNCT
dpc-3583	126	1	original	original	ADJ
dpc-3583	126	2	article	article	NOUN
dpc-3583	126	3	|	|	ADV
dpc-3583	126	4	dermatol	dermatol	ADJ
dpc-3583	126	5	pract	pract	NOUN
dpc-3583	126	6	concept	concept	NOUN
dpc-3583	126	7	.	.	PUNCT
dpc-3583	127	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	127	2	5	5	NUM
dpc-3583	128	1	[	[	X
dpc-3583	128	2	5,6,9	5,6,9	NUM
dpc-3583	128	3	]	]	PUNCT
dpc-3583	128	4	.	.	PUNCT
dpc-3583	129	1	on	on	ADP
dpc-3583	129	2	the	the	DET
dpc-3583	129	3	other	other	ADJ
dpc-3583	129	4	hand	hand	NOUN
dpc-3583	129	5	,	,	PUNCT
dpc-3583	129	6	purpuric	purpuric	ADJ
dpc-3583	129	7	dots	dot	NOUN
dpc-3583	129	8	or	or	CCONJ
dpc-3583	129	9	globules	globule	NOUN
dpc-3583	129	10	on	on	ADP
dpc-3583	129	11	an	an	DET
dpc-3583	129	12	orange	orange	ADJ
dpc-3583	129	13	-	-	PUNCT
dpc-3583	129	14	brown	brown	NOUN
dpc-3583	129	15	background	background	NOUN
dpc-3583	129	16	have	have	AUX
dpc-3583	129	17	been	be	AUX
dpc-3583	129	18	suggested	suggest	VERB
dpc-3583	129	19	as	as	ADP
dpc-3583	129	20	an	an	DET
dpc-3583	129	21	important	important	ADJ
dpc-3583	129	22	dermoscopic	dermoscopic	NOUN
dpc-3583	129	23	finding	finding	NOUN
dpc-3583	129	24	for	for	ADP
dpc-3583	129	25	urticarial	urticarial	ADJ
dpc-3583	129	26	vasculitis	vasculitis	PROPN
dpc-3583	129	27	[	[	X
dpc-3583	129	28	6	6	NUM
dpc-3583	129	29	9	9	NUM
dpc-3583	129	30	]	]	PUNCT
dpc-3583	129	31	.	.	PUNCT
dpc-3583	130	1	in	in	ADP
dpc-3583	130	2	the	the	DET
dpc-3583	130	3	study	study	NOUN
dpc-3583	130	4	of	of	ADP
dpc-3583	130	5	choo	choo	PROPN
dpc-3583	130	6	et	et	PROPN
dpc-3583	130	7	al	al	PROPN
dpc-3583	130	8	,	,	PUNCT
dpc-3583	130	9	which	which	PRON
dpc-3583	130	10	included	include	VERB
dpc-3583	130	11	15	15	NUM
dpc-3583	130	12	true	true	ADJ
dpc-3583	130	13	vasculitis	vasculiti	NOUN
dpc-3583	130	14	and	and	CCONJ
dpc-3583	130	15	15	15	NUM
dpc-3583	130	16	vasculopathy	vasculopathy	NOUN
dpc-3583	130	17	cases	case	NOUN
dpc-3583	130	18	,	,	PUNCT
dpc-3583	130	19	found	find	VERB
dpc-3583	130	20	the	the	DET
dpc-3583	130	21	mottled	mottled	ADJ
dpc-3583	130	22	pattern	pattern	NOUN
dpc-3583	130	23	and	and	CCONJ
dpc-3583	130	24	orange	orange	ADJ
dpc-3583	130	25	-	-	PUNCT
dpc-3583	130	26	brown	brown	NOUN
dpc-3583	130	27	background	background	NOUN
dpc-3583	130	28	most	most	ADV
dpc-3583	130	29	frequently	frequently	ADV
dpc-3583	130	30	in	in	ADP
dpc-3583	130	31	both	both	DET
dpc-3583	130	32	groups	group	NOUN
dpc-3583	130	33	.	.	PUNCT
dpc-3583	131	1	the	the	DET
dpc-3583	131	2	term	term	NOUN
dpc-3583	131	3	vasculopathy	vasculopathy	NOUN
dpc-3583	131	4	is	be	AUX
dpc-3583	131	5	used	use	VERB
dpc-3583	131	6	to	to	PART
dpc-3583	131	7	describe	describe	VERB
dpc-3583	131	8	conditions	condition	NOUN
dpc-3583	131	9	with	with	ADP
dpc-3583	131	10	significant	significant	ADJ
dpc-3583	131	11	histopathological	histopathological	ADJ
dpc-3583	131	12	vascular	vascular	ADJ
dpc-3583	131	13	changes	change	NOUN
dpc-3583	131	14	that	that	PRON
dpc-3583	131	15	do	do	AUX
dpc-3583	131	16	not	not	PART
dpc-3583	131	17	fully	fully	ADV
dpc-3583	131	18	meet	meet	VERB
dpc-3583	131	19	the	the	DET
dpc-3583	131	20	criteria	criterion	NOUN
dpc-3583	131	21	for	for	ADP
dpc-3583	131	22	vasculitis	vasculitis	PROPN
dpc-3583	131	23	[	[	X
dpc-3583	131	24	24	24	NUM
dpc-3583	131	25	]	]	PUNCT
dpc-3583	131	26	.	.	PUNCT
dpc-3583	132	1	the	the	DET
dpc-3583	132	2	most	most	ADV
dpc-3583	132	3	common	common	ADJ
dpc-3583	132	4	vasculopathy	vasculopathy	NOUN
dpc-3583	132	5	detected	detect	VERB
dpc-3583	132	6	in	in	ADP
dpc-3583	132	7	this	this	DET
dpc-3583	132	8	study	study	NOUN
dpc-3583	132	9	was	be	AUX
dpc-3583	132	10	ppd	ppd	PROPN
dpc-3583	132	11	(	(	PUNCT
dpc-3583	132	12	n	n	NOUN
dpc-3583	132	13	=	=	NUM
dpc-3583	132	14	14	14	NUM
dpc-3583	132	15	)	)	PUNCT
dpc-3583	132	16	.	.	PUNCT
dpc-3583	133	1	the	the	DET
dpc-3583	133	2	subgroups	subgroup	NOUN
dpc-3583	133	3	of	of	ADP
dpc-3583	133	4	ppds	ppds	NOUN
dpc-3583	133	5	observed	observe	VERB
dpc-3583	133	6	in	in	ADP
dpc-3583	133	7	our	our	PRON
dpc-3583	133	8	patients	patient	NOUN
dpc-3583	133	9	included	include	VERB
dpc-3583	133	10	progressive	progressive	ADJ
dpc-3583	133	11	pigmentary	pigmentary	ADJ
dpc-3583	133	12	dermatosis	dermatosis	NOUN
dpc-3583	133	13	(	(	PUNCT
dpc-3583	133	14	schamberg	schamberg	NOUN
dpc-3583	133	15	disease	disease	PROPN
dpc-3583	133	16	)	)	PUNCT
dpc-3583	133	17	and	and	CCONJ
dpc-3583	133	18	lichen	lichen	NOUN
dpc-3583	133	19	aureus	aureus	NOUN
dpc-3583	133	20	.	.	PUNCT
dpc-3583	134	1	they	they	PRON
dpc-3583	134	2	reported	report	VERB
dpc-3583	134	3	that	that	SCONJ
dpc-3583	134	4	blue	blue	ADJ
dpc-3583	134	5	-	-	PUNCT
dpc-3583	134	6	gray	gray	ADJ
dpc-3583	134	7	blotches	blotch	NOUN
dpc-3583	134	8	were	be	AUX
dpc-3583	134	9	found	find	VERB
dpc-3583	134	10	only	only	ADV
dpc-3583	134	11	in	in	ADP
dpc-3583	134	12	the	the	DET
dpc-3583	134	13	vasculitis	vasculitis	PROPN
dpc-3583	134	14	group	group	NOUN
dpc-3583	134	15	and	and	CCONJ
dpc-3583	134	16	an	an	DET
dpc-3583	134	17	important	important	ADJ
dpc-3583	134	18	finding	finding	NOUN
dpc-3583	134	19	for	for	ADP
dpc-3583	134	20	differentiation	differentiation	NOUN
dpc-3583	134	21	[	[	X
dpc-3583	134	22	7	7	NUM
dpc-3583	134	23	]	]	PUNCT
dpc-3583	134	24	.	.	PUNCT
dpc-3583	135	1	in	in	ADP
dpc-3583	135	2	our	our	PRON
dpc-3583	135	3	study	study	NOUN
dpc-3583	135	4	,	,	PUNCT
dpc-3583	135	5	there	there	PRON
dpc-3583	135	6	were	be	VERB
dpc-3583	135	7	58	58	NUM
dpc-3583	135	8	patients	patient	NOUN
dpc-3583	135	9	with	with	ADP
dpc-3583	135	10	true	true	ADJ
dpc-3583	135	11	vasculitis	vasculitis	NOUN
dpc-3583	135	12	and	and	CCONJ
dpc-3583	135	13	14	14	NUM
dpc-3583	135	14	patients	patient	NOUN
dpc-3583	135	15	with	with	ADP
dpc-3583	135	16	vasculopathy	vasculopathy	NOUN
dpc-3583	135	17	(	(	PUNCT
dpc-3583	135	18	ppd	ppd	NOUN
dpc-3583	135	19	)	)	PUNCT
dpc-3583	135	20	.	.	PUNCT
dpc-3583	136	1	similarly	similarly	ADV
dpc-3583	136	2	,	,	PUNCT
dpc-3583	136	3	we	we	PRON
dpc-3583	136	4	found	find	VERB
dpc-3583	136	5	the	the	DET
dpc-3583	136	6	most	most	ADV
dpc-3583	136	7	common	common	ADJ
dpc-3583	136	8	mottled	mottled	ADJ
dpc-3583	136	9	pattern	pattern	NOUN
dpc-3583	136	10	in	in	ADP
dpc-3583	136	11	both	both	DET
dpc-3583	136	12	groups	group	NOUN
dpc-3583	136	13	and	and	CCONJ
dpc-3583	136	14	yellowish	yellowish	VERB
dpc-3583	136	15	erythematous	erythematous	ADJ
dpc-3583	136	16	background	background	NOUN
dpc-3583	136	17	color	color	NOUN
dpc-3583	136	18	in	in	ADP
dpc-3583	136	19	ppd	ppd	PROPN
dpc-3583	136	20	.	.	PUNCT
dpc-3583	137	1	the	the	DET
dpc-3583	137	2	yellowish	yellowish	ADJ
dpc-3583	137	3	erythematous	erythematous	ADJ
dpc-3583	137	4	background	background	NOUN
dpc-3583	137	5	of	of	ADP
dpc-3583	137	6	ppd	ppd	PROPN
dpc-3583	137	7	is	be	AUX
dpc-3583	137	8	related	relate	VERB
dpc-3583	137	9	to	to	ADP
dpc-3583	137	10	the	the	DET
dpc-3583	137	11	presence	presence	NOUN
dpc-3583	137	12	of	of	ADP
dpc-3583	137	13	a	a	DET
dpc-3583	137	14	dense	dense	ADJ
dpc-3583	137	15	lymphocytic	lymphocytic	ADJ
dpc-3583	137	16	and	and	CCONJ
dpc-3583	137	17	histiocytic	histiocytic	ADJ
dpc-3583	137	18	infiltrate	infiltrate	NOUN
dpc-3583	137	19	in	in	ADP
dpc-3583	137	20	the	the	DET
dpc-3583	137	21	dermis	dermis	NOUN
dpc-3583	137	22	caused	cause	VERB
dpc-3583	137	23	by	by	ADP
dpc-3583	137	24	the	the	DET
dpc-3583	137	25	extravasation	extravasation	NOUN
dpc-3583	137	26	of	of	ADP
dpc-3583	137	27	red	red	ADJ
dpc-3583	137	28	blood	blood	NOUN
dpc-3583	137	29	cells	cell	NOUN
dpc-3583	137	30	and	and	CCONJ
dpc-3583	137	31	the	the	DET
dpc-3583	137	32	presence	presence	NOUN
dpc-3583	137	33	of	of	ADP
dpc-3583	137	34	hemosiderin	hemosiderin	NOUN
dpc-3583	137	35	in	in	ADP
dpc-3583	137	36	histiocytes	histiocyte	NOUN
dpc-3583	137	37	[	[	X
dpc-3583	137	38	16	16	NUM
dpc-3583	137	39	]	]	PUNCT
dpc-3583	137	40	.	.	PUNCT
dpc-3583	138	1	unlike	unlike	ADP
dpc-3583	138	2	the	the	DET
dpc-3583	138	3	study	study	NOUN
dpc-3583	138	4	of	of	ADP
dpc-3583	138	5	choo	choo	PROPN
dpc-3583	138	6	et	et	PROPN
dpc-3583	138	7	al	al	PROPN
dpc-3583	138	8	,	,	PUNCT
dpc-3583	138	9	the	the	DET
dpc-3583	138	10	most	most	ADV
dpc-3583	138	11	common	common	ADJ
dpc-3583	138	12	background	background	NOUN
dpc-3583	138	13	color	color	NOUN
dpc-3583	138	14	in	in	ADP
dpc-3583	138	15	cv	cv	PROPN
dpc-3583	138	16	lesions	lesion	NOUN
dpc-3583	138	17	in	in	ADP
dpc-3583	138	18	our	our	PRON
dpc-3583	138	19	study	study	NOUN
dpc-3583	138	20	was	be	AUX
dpc-3583	138	21	milky	milky	ADJ
dpc-3583	138	22	red	red	ADJ
dpc-3583	138	23	.	.	PUNCT
dpc-3583	139	1	this	this	DET
dpc-3583	139	2	difference	difference	NOUN
dpc-3583	139	3	is	be	AUX
dpc-3583	139	4	most	most	ADV
dpc-3583	139	5	likely	likely	ADJ
dpc-3583	139	6	due	due	ADP
dpc-3583	139	7	to	to	ADP
dpc-3583	139	8	the	the	DET
dpc-3583	139	9	age	age	NOUN
dpc-3583	139	10	of	of	ADP
dpc-3583	139	11	to	to	ADP
dpc-3583	139	12	oval	oval	ADJ
dpc-3583	139	13	dots	dot	NOUN
dpc-3583	139	14	,	,	PUNCT
dpc-3583	139	15	gray	gray	ADJ
dpc-3583	139	16	dots	dot	NOUN
dpc-3583	139	17	,	,	PUNCT
dpc-3583	139	18	and	and	CCONJ
dpc-3583	139	19	a	a	DET
dpc-3583	139	20	network	network	NOUN
dpc-3583	139	21	of	of	ADP
dpc-3583	139	22	brownish	brownish	ADJ
dpc-3583	139	23	-	-	PUNCT
dpc-3583	139	24	to	to	ADP
dpc-3583	139	25	-	-	PUNCT
dpc-3583	139	26	gray	gray	ADJ
dpc-3583	139	27	linked	link	VERB
dpc-3583	139	28	lines	line	NOUN
dpc-3583	139	29	[	[	X
dpc-3583	139	30	22	22	NUM
dpc-3583	139	31	]	]	PUNCT
dpc-3583	139	32	.	.	PUNCT
dpc-3583	140	1	four	four	NUM
dpc-3583	140	2	basic	basic	ADJ
dpc-3583	140	3	dermoscopic	dermoscopic	NOUN
dpc-3583	140	4	patterns	pattern	NOUN
dpc-3583	140	5	have	have	AUX
dpc-3583	140	6	been	be	AUX
dpc-3583	140	7	reported	report	VERB
dpc-3583	140	8	for	for	ADP
dpc-3583	140	9	purpuric	purpuric	ADJ
dpc-3583	140	10	lesions	lesion	NOUN
dpc-3583	140	11	including	include	VERB
dpc-3583	140	12	homogeneous	homogeneous	ADJ
dpc-3583	140	13	,	,	PUNCT
dpc-3583	140	14	mottled	mottled	ADJ
dpc-3583	140	15	,	,	PUNCT
dpc-3583	140	16	perifollicular	perifollicular	ADJ
dpc-3583	140	17	,	,	PUNCT
dpc-3583	140	18	and	and	CCONJ
dpc-3583	140	19	epidermal	epidermal	ADJ
dpc-3583	140	20	purpuric	purpuric	NOUN
dpc-3583	140	21	by	by	ADP
dpc-3583	140	22	vazquez	vazquez	NOUN
dpc-3583	140	23	-	-	PUNCT
dpc-3583	140	24	lopez	lopez	PROPN
dpc-3583	140	25	et	et	PROPN
dpc-3583	140	26	al	al	PROPN
dpc-3583	140	27	.	.	PUNCT
dpc-3583	141	1	the	the	DET
dpc-3583	141	2	homogeneous	homogeneous	ADJ
dpc-3583	141	3	pattern	pattern	NOUN
dpc-3583	141	4	has	have	AUX
dpc-3583	141	5	been	be	AUX
dpc-3583	141	6	suggested	suggest	VERB
dpc-3583	141	7	to	to	PART
dpc-3583	141	8	characterize	characterize	VERB
dpc-3583	141	9	a	a	DET
dpc-3583	141	10	noninflammatory	noninflammatory	ADJ
dpc-3583	141	11	form	form	NOUN
dpc-3583	141	12	of	of	ADP
dpc-3583	141	13	purpura	purpura	NOUN
dpc-3583	141	14	,	,	PUNCT
dpc-3583	141	15	such	such	ADJ
dpc-3583	141	16	as	as	ADP
dpc-3583	141	17	bleeding	bleed	VERB
dpc-3583	141	18	diathesis	diathesis	NOUN
dpc-3583	141	19	,	,	PUNCT
dpc-3583	141	20	presenting	present	VERB
dpc-3583	141	21	with	with	ADP
dpc-3583	141	22	wide	wide	ADJ
dpc-3583	141	23	,	,	PUNCT
dpc-3583	141	24	homogeneous	homogeneous	ADJ
dpc-3583	141	25	,	,	PUNCT
dpc-3583	141	26	structureless	structureless	ADJ
dpc-3583	141	27	purpuric	purpuric	ADJ
dpc-3583	141	28	areas	area	NOUN
dpc-3583	141	29	;	;	PUNCT
dpc-3583	141	30	while	while	SCONJ
dpc-3583	141	31	the	the	DET
dpc-3583	141	32	mottled	mottled	ADJ
dpc-3583	141	33	pattern	pattern	NOUN
dpc-3583	141	34	,	,	PUNCT
dpc-3583	141	35	consisting	consist	VERB
dpc-3583	141	36	of	of	ADP
dpc-3583	141	37	multiple	multiple	ADJ
dpc-3583	141	38	small	small	ADJ
dpc-3583	141	39	,	,	PUNCT
dpc-3583	141	40	speckled	speckle	VERB
dpc-3583	141	41	,	,	PUNCT
dpc-3583	141	42	blurred	blurred	ADJ
dpc-3583	141	43	purpuric	purpuric	ADJ
dpc-3583	141	44	blotches	blotch	NOUN
dpc-3583	141	45	and/or	and/or	CCONJ
dpc-3583	141	46	globules	globule	VERB
dpc-3583	141	47	over	over	ADP
dpc-3583	141	48	a	a	DET
dpc-3583	141	49	purple	purple	NOUN
dpc-3583	141	50	to	to	ADP
dpc-3583	141	51	the	the	DET
dpc-3583	141	52	orange	orange	ADJ
dpc-3583	141	53	-	-	PUNCT
dpc-3583	141	54	brown	brown	NOUN
dpc-3583	141	55	background	background	NOUN
dpc-3583	141	56	,	,	PUNCT
dpc-3583	141	57	to	to	PART
dpc-3583	141	58	characterize	characterize	VERB
dpc-3583	141	59	an	an	DET
dpc-3583	141	60	inflammatory	inflammatory	ADJ
dpc-3583	141	61	form	form	NOUN
dpc-3583	141	62	,	,	PUNCT
dpc-3583	141	63	such	such	ADJ
dpc-3583	141	64	as	as	ADP
dpc-3583	141	65	lcv	lcv	PROPN
dpc-3583	141	66	and	and	CCONJ
dpc-3583	141	67	ppd	ppd	NOUN
dpc-3583	142	1	[	[	X
dpc-3583	142	2	17	17	NUM
dpc-3583	142	3	]	]	PUNCT
dpc-3583	142	4	.	.	PUNCT
dpc-3583	143	1	in	in	ADP
dpc-3583	143	2	the	the	DET
dpc-3583	143	3	present	present	ADJ
dpc-3583	143	4	study	study	NOUN
dpc-3583	143	5	,	,	PUNCT
dpc-3583	143	6	the	the	DET
dpc-3583	143	7	most	most	ADV
dpc-3583	143	8	common	common	ADJ
dpc-3583	143	9	pattern	pattern	NOUN
dpc-3583	143	10	was	be	AUX
dpc-3583	143	11	the	the	DET
dpc-3583	143	12	mottled	mottled	ADJ
dpc-3583	143	13	pattern	pattern	NOUN
dpc-3583	143	14	.	.	PUNCT
dpc-3583	144	1	however	however	ADV
dpc-3583	144	2	,	,	PUNCT
dpc-3583	144	3	the	the	DET
dpc-3583	144	4	homogeneous	homogeneous	ADJ
dpc-3583	144	5	pattern	pattern	NOUN
dpc-3583	144	6	was	be	AUX
dpc-3583	144	7	detected	detect	VERB
dpc-3583	144	8	in	in	ADP
dpc-3583	144	9	a	a	DET
dpc-3583	144	10	significant	significant	ADJ
dpc-3583	144	11	part	part	NOUN
dpc-3583	144	12	of	of	ADP
dpc-3583	144	13	the	the	DET
dpc-3583	144	14	inflammatory	inflammatory	ADJ
dpc-3583	144	15	disease	disease	NOUN
dpc-3583	144	16	lesions	lesion	NOUN
dpc-3583	144	17	.	.	PUNCT
dpc-3583	145	1	with	with	ADP
dpc-3583	145	2	these	these	DET
dpc-3583	145	3	results	result	NOUN
dpc-3583	145	4	,	,	PUNCT
dpc-3583	145	5	we	we	PRON
dpc-3583	145	6	concluded	conclude	VERB
dpc-3583	145	7	that	that	SCONJ
dpc-3583	145	8	the	the	DET
dpc-3583	145	9	homogeneous	homogeneous	ADJ
dpc-3583	145	10	pattern	pattern	NOUN
dpc-3583	145	11	not	not	PART
dpc-3583	145	12	only	only	ADV
dpc-3583	145	13	characterizes	characterize	VERB
dpc-3583	145	14	the	the	DET
dpc-3583	145	15	non	non	ADJ
dpc-3583	145	16	-	-	ADJ
dpc-3583	145	17	inflammatory	inflammatory	ADJ
dpc-3583	145	18	form	form	NOUN
dpc-3583	145	19	of	of	ADP
dpc-3583	145	20	purpura	purpura	NOUN
dpc-3583	145	21	but	but	CCONJ
dpc-3583	145	22	can	can	AUX
dpc-3583	145	23	also	also	ADV
dpc-3583	145	24	be	be	AUX
dpc-3583	145	25	seen	see	VERB
dpc-3583	145	26	in	in	ADP
dpc-3583	145	27	inflammatory	inflammatory	ADJ
dpc-3583	145	28	skin	skin	NOUN
dpc-3583	145	29	diseases	disease	NOUN
dpc-3583	145	30	.	.	PUNCT
dpc-3583	146	1	although	although	SCONJ
dpc-3583	146	2	purpura	purpura	NOUN
dpc-3583	146	3	,	,	PUNCT
dpc-3583	146	4	the	the	DET
dpc-3583	146	5	most	most	ADV
dpc-3583	146	6	common	common	ADJ
dpc-3583	146	7	manifestation	manifestation	NOUN
dpc-3583	146	8	of	of	ADP
dpc-3583	146	9	cutaneous	cutaneous	ADJ
dpc-3583	146	10	vasculitis	vasculitis	NOUN
dpc-3583	146	11	,	,	PUNCT
dpc-3583	146	12	is	be	AUX
dpc-3583	146	13	highlighted	highlight	VERB
dpc-3583	146	14	by	by	ADP
dpc-3583	146	15	dermoscopy	dermoscopy	NOUN
dpc-3583	146	16	,	,	PUNCT
dpc-3583	146	17	there	there	PRON
dpc-3583	146	18	is	be	VERB
dpc-3583	146	19	little	little	ADJ
dpc-3583	146	20	evidence	evidence	NOUN
dpc-3583	146	21	of	of	ADP
dpc-3583	146	22	the	the	DET
dpc-3583	146	23	dermoscopic	dermoscopic	ADJ
dpc-3583	146	24	pattern	pattern	NOUN
dpc-3583	146	25	of	of	ADP
dpc-3583	146	26	diseases	disease	NOUN
dpc-3583	146	27	included	include	VERB
dpc-3583	146	28	in	in	ADP
dpc-3583	146	29	this	this	DET
dpc-3583	146	30	group	group	NOUN
dpc-3583	147	1	[	[	X
dpc-3583	147	2	17,18	17,18	X
dpc-3583	147	3	]	]	X
dpc-3583	147	4	.	.	PUNCT
dpc-3583	148	1	in	in	ADP
dpc-3583	148	2	the	the	DET
dpc-3583	148	3	literature	literature	NOUN
dpc-3583	148	4	,	,	PUNCT
dpc-3583	148	5	most	most	ADJ
dpc-3583	148	6	of	of	ADP
dpc-3583	148	7	the	the	DET
dpc-3583	148	8	studies	study	NOUN
dpc-3583	148	9	on	on	ADP
dpc-3583	148	10	dermoscopic	dermoscopic	ADJ
dpc-3583	148	11	findings	finding	NOUN
dpc-3583	148	12	of	of	ADP
dpc-3583	148	13	cutaneous	cutaneous	ADJ
dpc-3583	148	14	vasculitis	vasculitis	PROPN
dpc-3583	148	15	focused	focus	VERB
dpc-3583	148	16	on	on	ADP
dpc-3583	148	17	the	the	DET
dpc-3583	148	18	differential	differential	ADJ
dpc-3583	148	19	diagnosis	diagnosis	NOUN
dpc-3583	148	20	of	of	ADP
dpc-3583	148	21	common	common	ADJ
dpc-3583	148	22	urticaria	urticaria	NOUN
dpc-3583	148	23	and	and	CCONJ
dpc-3583	148	24	urticarial	urticarial	ADJ
dpc-3583	148	25	vasculitis	vasculitis	NOUN
dpc-3583	148	26	figure	figure	NOUN
dpc-3583	148	27	2	2	NUM
dpc-3583	148	28	.	.	PUNCT
dpc-3583	148	29	decision	decision	NOUN
dpc-3583	148	30	tree	tree	NOUN
dpc-3583	148	31	plot	plot	NOUN
dpc-3583	148	32	:	:	PUNCT
dpc-3583	148	33	decision	decision	NOUN
dpc-3583	148	34	tree	tree	NOUN
dpc-3583	148	35	classification	classification	NOUN
dpc-3583	148	36	presented	present	VERB
dpc-3583	148	37	an	an	DET
dpc-3583	148	38	algorithm	algorithm	NOUN
dpc-3583	148	39	using	use	VERB
dpc-3583	148	40	17	17	NUM
dpc-3583	148	41	samples	sample	NOUN
dpc-3583	148	42	for	for	ADP
dpc-3583	148	43	training	training	NOUN
dpc-3583	148	44	data	datum	NOUN
dpc-3583	148	45	and	and	CCONJ
dpc-3583	148	46	72	72	NUM
dpc-3583	148	47	samples	sample	NOUN
dpc-3583	148	48	for	for	ADP
dpc-3583	148	49	validation	validation	NOUN
dpc-3583	148	50	data	datum	NOUN
dpc-3583	148	51	.	.	PUNCT
dpc-3583	149	1	by	by	ADP
dpc-3583	149	2	following	follow	VERB
dpc-3583	149	3	this	this	DET
dpc-3583	149	4	algorithm	algorithm	NOUN
dpc-3583	149	5	,	,	PUNCT
dpc-3583	149	6	decision	decision	NOUN
dpc-3583	149	7	tree	tree	NOUN
dpc-3583	149	8	predicted	predict	VERB
dpc-3583	149	9	cutaneous	cutaneous	ADJ
dpc-3583	149	10	vasculitis	vasculitis	ADJ
dpc-3583	149	11	diagnosis	diagnosis	NOUN
dpc-3583	149	12	with	with	ADP
dpc-3583	149	13	approximately	approximately	ADV
dpc-3583	149	14	80	80	NUM
dpc-3583	149	15	%	%	NOUN
dpc-3583	149	16	accuracy	accuracy	NOUN
dpc-3583	149	17	.	.	PUNCT
dpc-3583	150	1	6	6	NUM
dpc-3583	150	2	original	original	ADJ
dpc-3583	150	3	article	article	NOUN
dpc-3583	150	4	|	|	ADV
dpc-3583	150	5	dermatol	dermatol	ADJ
dpc-3583	150	6	pract	pract	NOUN
dpc-3583	150	7	concept	concept	NOUN
dpc-3583	150	8	.	.	PUNCT
dpc-3583	151	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	151	2	findings	finding	NOUN
dpc-3583	151	3	.	.	PUNCT
dpc-3583	152	1	we	we	PRON
dpc-3583	152	2	also	also	ADV
dpc-3583	152	3	evaluated	evaluate	VERB
dpc-3583	152	4	dermoscopic	dermoscopic	ADJ
dpc-3583	152	5	data	datum	NOUN
dpc-3583	152	6	with	with	ADP
dpc-3583	152	7	rf	rf	NOUN
dpc-3583	152	8	,	,	PUNCT
dpc-3583	152	9	decision	decision	NOUN
dpc-3583	152	10	tree	tree	NOUN
dpc-3583	152	11	,	,	PUNCT
dpc-3583	152	12	and	and	CCONJ
dpc-3583	152	13	knn	knn	PROPN
dpc-3583	152	14	,	,	PUNCT
dpc-3583	152	15	which	which	PRON
dpc-3583	152	16	are	be	AUX
dpc-3583	152	17	the	the	DET
dpc-3583	152	18	mostly	mostly	ADV
dpc-3583	152	19	used	use	VERB
dpc-3583	152	20	ml	ml	ADP
dpc-3583	152	21	classification	classification	NOUN
dpc-3583	152	22	methods	method	NOUN
dpc-3583	152	23	[	[	X
dpc-3583	152	24	26	26	NUM
dpc-3583	152	25	]	]	PUNCT
dpc-3583	152	26	.	.	PUNCT
dpc-3583	153	1	we	we	PRON
dpc-3583	153	2	achieved	achieve	VERB
dpc-3583	153	3	over	over	ADP
dpc-3583	153	4	80	80	NUM
dpc-3583	153	5	%	%	NOUN
dpc-3583	153	6	accurate	accurate	ADJ
dpc-3583	153	7	diagnosis	diagnosis	NOUN
dpc-3583	153	8	of	of	ADP
dpc-3583	153	9	cv	cv	PROPN
dpc-3583	153	10	with	with	ADP
dpc-3583	153	11	rf	rf	ADJ
dpc-3583	153	12	(	(	PUNCT
dpc-3583	153	13	88	88	NUM
dpc-3583	153	14	%	%	NOUN
dpc-3583	153	15	)	)	PUNCT
dpc-3583	153	16	and	and	CCONJ
dpc-3583	153	17	decision	decision	NOUN
dpc-3583	153	18	tree	tree	NOUN
dpc-3583	153	19	(	(	PUNCT
dpc-3583	153	20	82	82	NUM
dpc-3583	153	21	%	%	NOUN
dpc-3583	153	22	)	)	PUNCT
dpc-3583	153	23	.	.	PUNCT
dpc-3583	154	1	the	the	DET
dpc-3583	154	2	sensitivity	sensitivity	NOUN
dpc-3583	154	3	,	,	PUNCT
dpc-3583	154	4	specificity	specificity	NOUN
dpc-3583	154	5	,	,	PUNCT
dpc-3583	154	6	and	and	CCONJ
dpc-3583	154	7	positive	positive	ADJ
dpc-3583	154	8	predictive	predictive	ADJ
dpc-3583	154	9	value	value	NOUN
dpc-3583	154	10	of	of	ADP
dpc-3583	154	11	the	the	DET
dpc-3583	154	12	rf	rf	NOUN
dpc-3583	154	13	classifier	classifier	NOUN
dpc-3583	154	14	were	be	AUX
dpc-3583	154	15	also	also	ADV
dpc-3583	154	16	above	above	ADP
dpc-3583	154	17	80	80	NUM
dpc-3583	154	18	%	%	NOUN
dpc-3583	154	19	(	(	PUNCT
dpc-3583	154	20	table	table	NOUN
dpc-3583	154	21	3	3	NUM
dpc-3583	154	22	)	)	PUNCT
dpc-3583	154	23	.	.	PUNCT
dpc-3583	155	1	although	although	SCONJ
dpc-3583	155	2	studies	study	NOUN
dpc-3583	155	3	that	that	PRON
dpc-3583	155	4	evaluate	evaluate	VERB
dpc-3583	155	5	dermoscopic	dermoscopic	NOUN
dpc-3583	155	6	images	image	NOUN
dpc-3583	155	7	with	with	ADP
dpc-3583	155	8	ai	ai	AUX
dpc-3583	155	9	mostly	mostly	ADV
dpc-3583	155	10	focus	focus	NOUN
dpc-3583	155	11	on	on	ADP
dpc-3583	155	12	melanoma	melanoma	NOUN
dpc-3583	155	13	,	,	PUNCT
dpc-3583	155	14	there	there	PRON
dpc-3583	155	15	are	be	VERB
dpc-3583	155	16	also	also	ADV
dpc-3583	155	17	studies	study	NOUN
dpc-3583	155	18	on	on	ADP
dpc-3583	155	19	different	different	ADJ
dpc-3583	155	20	diseases	disease	NOUN
dpc-3583	155	21	such	such	ADJ
dpc-3583	155	22	as	as	ADP
dpc-3583	155	23	non	non	ADJ
dpc-3583	155	24	-	-	ADJ
dpc-3583	155	25	melanoma	melanoma	ADJ
dpc-3583	155	26	skin	skin	NOUN
dpc-3583	155	27	cancers	cancer	NOUN
dpc-3583	155	28	,	,	PUNCT
dpc-3583	155	29	onychomycosis	onychomycosis	NOUN
dpc-3583	155	30	,	,	PUNCT
dpc-3583	155	31	and	and	CCONJ
dpc-3583	155	32	rosacea	rosacea	NOUN
dpc-3583	155	33	.	.	PUNCT
dpc-3583	156	1	[	[	X
dpc-3583	156	2	13,27	13,27	NUM
dpc-3583	156	3	-	-	SYM
dpc-3583	156	4	29	29	NUM
dpc-3583	156	5	]	]	PUNCT
dpc-3583	156	6	.	.	PUNCT
dpc-3583	157	1	in	in	ADP
dpc-3583	157	2	our	our	PRON
dpc-3583	157	3	literature	literature	NOUN
dpc-3583	157	4	review	review	NOUN
dpc-3583	157	5	,	,	PUNCT
dpc-3583	157	6	no	no	DET
dpc-3583	157	7	study	study	NOUN
dpc-3583	157	8	was	be	AUX
dpc-3583	157	9	found	find	VERB
dpc-3583	157	10	in	in	ADP
dpc-3583	157	11	which	which	PRON
dpc-3583	157	12	vasculitis	vasculitis	NOUN
dpc-3583	157	13	dermoscopy	dermoscopy	VERB
dpc-3583	157	14	was	be	AUX
dpc-3583	157	15	combined	combine	VERB
dpc-3583	157	16	with	with	ADP
dpc-3583	157	17	ai	ai	PROPN
dpc-3583	157	18	.	.	PUNCT
dpc-3583	158	1	however	however	ADV
dpc-3583	158	2	,	,	PUNCT
dpc-3583	158	3	there	there	PRON
dpc-3583	158	4	were	be	VERB
dpc-3583	158	5	studies	study	NOUN
dpc-3583	158	6	in	in	ADP
dpc-3583	158	7	which	which	PRON
dpc-3583	158	8	the	the	DET
dpc-3583	158	9	dermoscopy	dermoscopy	NOUN
dpc-3583	158	10	of	of	ADP
dpc-3583	158	11	vascular	vascular	ADJ
dpc-3583	158	12	structures	structure	NOUN
dpc-3583	158	13	,	,	PUNCT
dpc-3583	158	14	which	which	PRON
dpc-3583	158	15	has	have	VERB
dpc-3583	158	16	an	an	DET
dpc-3583	158	17	important	important	ADJ
dpc-3583	158	18	place	place	NOUN
dpc-3583	158	19	in	in	ADP
dpc-3583	158	20	vasculitis	vasculitis	PROPN
dpc-3583	158	21	dermoscopy	dermoscopy	NOUN
dpc-3583	158	22	,	,	PUNCT
dpc-3583	158	23	was	be	AUX
dpc-3583	158	24	evaluated	evaluate	VERB
dpc-3583	158	25	with	with	ADP
dpc-3583	158	26	ai	ai	PROPN
dpc-3583	158	27	[	[	X
dpc-3583	158	28	26,30	26,30	NUM
dpc-3583	158	29	]	]	X
dpc-3583	158	30	.	.	PUNCT
dpc-3583	159	1	in	in	ADP
dpc-3583	159	2	our	our	PRON
dpc-3583	159	3	study	study	NOUN
dpc-3583	159	4	,	,	PUNCT
dpc-3583	159	5	rf	rf	NOUN
dpc-3583	159	6	and	and	CCONJ
dpc-3583	159	7	decision	decision	NOUN
dpc-3583	159	8	tree	tree	NOUN
dpc-3583	159	9	classifiers	classifier	NOUN
dpc-3583	159	10	,	,	PUNCT
dpc-3583	159	11	which	which	PRON
dpc-3583	159	12	are	be	AUX
dpc-3583	159	13	ml	ml	ADP
dpc-3583	159	14	methods	method	NOUN
dpc-3583	159	15	,	,	PUNCT
dpc-3583	159	16	highlighted	highlight	VERB
dpc-3583	159	17	background	background	NOUN
dpc-3583	159	18	color	color	NOUN
dpc-3583	159	19	,	,	PUNCT
dpc-3583	159	20	scales	scale	NOUN
dpc-3583	159	21	,	,	PUNCT
dpc-3583	159	22	red	red	ADJ
dpc-3583	159	23	dots	dot	NOUN
dpc-3583	159	24	,	,	PUNCT
dpc-3583	159	25	and	and	CCONJ
dpc-3583	159	26	comma	comma	NOUN
dpc-3583	159	27	vessels	vessel	NOUN
dpc-3583	159	28	as	as	ADP
dpc-3583	159	29	distinctive	distinctive	ADJ
dpc-3583	159	30	dermoscopic	dermoscopic	ADJ
dpc-3583	159	31	findings	finding	NOUN
dpc-3583	159	32	in	in	ADP
dpc-3583	159	33	the	the	DET
dpc-3583	159	34	classification	classification	NOUN
dpc-3583	159	35	of	of	ADP
dpc-3583	159	36	purpuric	purpuric	ADJ
dpc-3583	159	37	lesions	lesion	NOUN
dpc-3583	159	38	.	.	PUNCT
dpc-3583	160	1	the	the	DET
dpc-3583	160	2	relatively	relatively	ADV
dpc-3583	160	3	small	small	ADJ
dpc-3583	160	4	number	number	NOUN
dpc-3583	160	5	of	of	ADP
dpc-3583	160	6	samples	sample	NOUN
dpc-3583	160	7	is	be	AUX
dpc-3583	160	8	a	a	DET
dpc-3583	160	9	limitation	limitation	NOUN
dpc-3583	160	10	of	of	ADP
dpc-3583	160	11	this	this	DET
dpc-3583	160	12	study	study	NOUN
dpc-3583	160	13	.	.	PUNCT
dpc-3583	161	1	however	however	ADV
dpc-3583	161	2	,	,	PUNCT
dpc-3583	161	3	its	its	PRON
dpc-3583	161	4	strengths	strength	NOUN
dpc-3583	161	5	are	be	AUX
dpc-3583	161	6	that	that	SCONJ
dpc-3583	161	7	it	it	PRON
dpc-3583	161	8	is	be	AUX
dpc-3583	161	9	one	one	NUM
dpc-3583	161	10	of	of	ADP
dpc-3583	161	11	the	the	DET
dpc-3583	161	12	few	few	ADJ
dpc-3583	161	13	studies	study	NOUN
dpc-3583	161	14	in	in	ADP
dpc-3583	161	15	the	the	DET
dpc-3583	161	16	literature	literature	NOUN
dpc-3583	161	17	in	in	ADP
dpc-3583	161	18	which	which	PRON
dpc-3583	161	19	dermoscopic	dermoscopic	VERB
dpc-3583	161	20	data	datum	NOUN
dpc-3583	161	21	of	of	ADP
dpc-3583	161	22	cutaneous	cutaneous	ADJ
dpc-3583	161	23	vasculitis	vasculitis	PROPN
dpc-3583	161	24	is	be	AUX
dpc-3583	161	25	examined	examine	VERB
dpc-3583	161	26	and	and	CCONJ
dpc-3583	161	27	that	that	SCONJ
dpc-3583	161	28	interobserver	interobserver	PROPN
dpc-3583	161	29	agreement	agreement	NOUN
dpc-3583	161	30	has	have	AUX
dpc-3583	161	31	been	be	AUX
dpc-3583	161	32	evaluated	evaluate	VERB
dpc-3583	161	33	.	.	PUNCT
dpc-3583	162	1	in	in	ADP
dpc-3583	162	2	conclusion	conclusion	NOUN
dpc-3583	162	3	,	,	PUNCT
dpc-3583	162	4	although	although	SCONJ
dpc-3583	162	5	the	the	DET
dpc-3583	162	6	histopathological	histopathological	ADJ
dpc-3583	162	7	examination	examination	NOUN
dpc-3583	162	8	is	be	AUX
dpc-3583	162	9	the	the	DET
dpc-3583	162	10	gold	gold	ADJ
dpc-3583	162	11	standard	standard	NOUN
dpc-3583	162	12	in	in	ADP
dpc-3583	162	13	the	the	DET
dpc-3583	162	14	diagnosis	diagnosis	NOUN
dpc-3583	162	15	of	of	ADP
dpc-3583	162	16	cutaneous	cutaneous	ADJ
dpc-3583	162	17	vasculitis	vasculitis	PROPN
dpc-3583	162	18	,	,	PUNCT
dpc-3583	162	19	the	the	DET
dpc-3583	162	20	evaluation	evaluation	NOUN
dpc-3583	162	21	of	of	ADP
dpc-3583	162	22	patients	patient	NOUN
dpc-3583	162	23	with	with	ADP
dpc-3583	162	24	dermoscopy	dermoscopy	NOUN
dpc-3583	162	25	in	in	ADP
dpc-3583	162	26	the	the	DET
dpc-3583	162	27	first	first	ADJ
dpc-3583	162	28	step	step	NOUN
dpc-3583	162	29	seems	seem	VERB
dpc-3583	162	30	valuable	valuable	ADJ
dpc-3583	162	31	for	for	ADP
dpc-3583	162	32	patient	patient	ADJ
dpc-3583	162	33	management	management	NOUN
dpc-3583	162	34	.	.	PUNCT
dpc-3583	163	1	red	red	ADJ
dpc-3583	163	2	globules	globules	PROPN
dpc-3583	163	3	and	and	CCONJ
dpc-3583	163	4	blotches	blotch	NOUN
dpc-3583	163	5	in	in	ADP
dpc-3583	163	6	a	a	DET
dpc-3583	163	7	mottled	mottled	ADJ
dpc-3583	163	8	distribution	distribution	NOUN
dpc-3583	163	9	on	on	ADP
dpc-3583	163	10	a	a	DET
dpc-3583	163	11	milky	milky	ADJ
dpc-3583	163	12	-	-	PUNCT
dpc-3583	163	13	red	red	ADJ
dpc-3583	163	14	background	background	NOUN
dpc-3583	163	15	without	without	ADP
dpc-3583	163	16	scales	scale	NOUN
dpc-3583	163	17	were	be	AUX
dpc-3583	163	18	the	the	DET
dpc-3583	163	19	most	most	ADV
dpc-3583	163	20	frequent	frequent	ADJ
dpc-3583	163	21	dermoscopic	dermoscopic	NOUN
dpc-3583	163	22	features	feature	NOUN
dpc-3583	163	23	for	for	ADP
dpc-3583	163	24	cv	cv	PROPN
dpc-3583	163	25	.	.	PROPN
dpc-3583	163	26	references	reference	NOUN
dpc-3583	163	27	1	1	NUM
dpc-3583	163	28	.	.	PUNCT
dpc-3583	164	1	wette	wette	PROPN
dpc-3583	164	2	da	da	PROPN
dpc-3583	164	3	,	,	PUNCT
dpc-3583	164	4	dutz	dutz	ADJ
dpc-3583	164	5	jp	jp	NOUN
dpc-3583	164	6	,	,	PUNCT
dpc-3583	164	7	shinkai	shinkai	PROPN
dpc-3583	164	8	k	k	PROPN
dpc-3583	164	9	,	,	PUNCT
dpc-3583	164	10	fox	fox	PROPN
dpc-3583	164	11	lp	lp	NOUN
dpc-3583	164	12	.	.	PUNCT
dpc-3583	165	1	cutaneous	cutaneous	ADJ
dpc-3583	165	2	vasculitis	vasculitis	PROPN
dpc-3583	165	3	.	.	PUNCT
dpc-3583	166	1	in	in	ADP
dpc-3583	166	2	:	:	PUNCT
dpc-3583	166	3	dermatology	dermatology	NOUN
dpc-3583	166	4	(	(	PUNCT
dpc-3583	166	5	bolognia	bolognia	PROPN
dpc-3583	166	6	jl	jl	PROPN
dpc-3583	166	7	,	,	PUNCT
dpc-3583	166	8	schaffer	schaffer	PROPN
dpc-3583	166	9	jv	jv	PROPN
dpc-3583	166	10	,	,	PUNCT
dpc-3583	166	11	cerroni	cerroni	PROPN
dpc-3583	166	12	lorenzo	lorenzo	PROPN
dpc-3583	166	13	,	,	PUNCT
dpc-3583	166	14	eds	ed	NOUN
dpc-3583	166	15	)	)	PUNCT
dpc-3583	166	16	,	,	PUNCT
dpc-3583	166	17	4th	4th	ADJ
dpc-3583	166	18	edn	edn	NOUN
dpc-3583	166	19	.	.	PUNCT
dpc-3583	167	1	china	china	PROPN
dpc-3583	167	2	:	:	PUNCT
dpc-3583	167	3	elsevier	elsevier	PROPN
dpc-3583	167	4	ltd	ltd	PROPN
dpc-3583	167	5	.	.	PROPN
dpc-3583	167	6	,2018	,2018	PROPN
dpc-3583	167	7	:	:	PUNCT
dpc-3583	167	8	409	409	NUM
dpc-3583	167	9	-	-	SYM
dpc-3583	167	10	439	439	NUM
dpc-3583	167	11	.	.	PUNCT
dpc-3583	168	1	2	2	NUM
dpc-3583	168	2	.	.	X
dpc-3583	168	3	antonov	antonov	PROPN
dpc-3583	168	4	d	d	PROPN
dpc-3583	168	5	,	,	PUNCT
dpc-3583	168	6	kamarashev	kamarashev	PROPN
dpc-3583	168	7	j	j	PROPN
dpc-3583	168	8	,	,	PUNCT
dpc-3583	168	9	kazandjieva	kazandjieva	PROPN
dpc-3583	168	10	j	j	PROPN
dpc-3583	168	11	,	,	PUNCT
dpc-3583	168	12	neykova	neykova	PROPN
dpc-3583	168	13	t	t	PROPN
dpc-3583	168	14	,	,	PUNCT
dpc-3583	168	15	tsankov	tsankov	PROPN
dpc-3583	168	16	n.	n.	NOUN
dpc-3583	168	17	the	the	DET
dpc-3583	168	18	rash	rash	NOUN
dpc-3583	168	19	that	that	PRON
dpc-3583	168	20	becomes	become	VERB
dpc-3583	168	21	purpuric	purpuric	ADJ
dpc-3583	168	22	,	,	PUNCT
dpc-3583	168	23	petechial	petechial	ADJ
dpc-3583	168	24	,	,	PUNCT
dpc-3583	168	25	hemorrhagic	hemorrhagic	NOUN
dpc-3583	168	26	,	,	PUNCT
dpc-3583	168	27	or	or	CCONJ
dpc-3583	168	28	ecchymotic	ecchymotic	ADJ
dpc-3583	168	29	.	.	PUNCT
dpc-3583	169	1	clin	clin	PROPN
dpc-3583	169	2	dermatol	dermatol	NOUN
dpc-3583	169	3	.	.	PUNCT
dpc-3583	170	1	2020;38(1):3	2020;38(1):3	NUM
dpc-3583	170	2	-	-	SYM
dpc-3583	170	3	18	18	NUM
dpc-3583	170	4	.	.	PUNCT
dpc-3583	170	5	doi	doi	NOUN
dpc-3583	170	6	:	:	PUNCT
dpc-3583	170	7	10.1016	10.1016	NUM
dpc-3583	170	8	/	/	SYM
dpc-3583	170	9	j	j	PROPN
dpc-3583	170	10	.clindermatol.2019.07.036	.clindermatol.2019.07.036	PUNCT
dpc-3583	170	11	.	.	PUNCT
dpc-3583	171	1	pmid	pmid	NOUN
dpc-3583	171	2	:	:	PUNCT
dpc-3583	171	3	32197746	32197746	NUM
dpc-3583	171	4	.	.	PUNCT
dpc-3583	172	1	3	3	X
dpc-3583	172	2	.	.	X
dpc-3583	172	3	fraticelli	fraticelli	PROPN
dpc-3583	172	4	p	p	NOUN
dpc-3583	172	5	,	,	PUNCT
dpc-3583	172	6	benfaremo	benfaremo	NOUN
dpc-3583	172	7	d	d	NOUN
dpc-3583	172	8	,	,	PUNCT
dpc-3583	172	9	gabrielli	gabrielli	PROPN
dpc-3583	172	10	a.	a.	NOUN
dpc-3583	172	11	diagnosis	diagnosis	NOUN
dpc-3583	172	12	and	and	CCONJ
dpc-3583	172	13	management	management	NOUN
dpc-3583	172	14	of	of	ADP
dpc-3583	172	15	leukocytoclastic	leukocytoclastic	ADJ
dpc-3583	172	16	vasculitis	vasculitis	PROPN
dpc-3583	172	17	.	.	PUNCT
dpc-3583	173	1	intern	intern	PROPN
dpc-3583	173	2	emerg	emerg	PROPN
dpc-3583	173	3	med	med	PROPN
dpc-3583	173	4	.	.	PUNCT
dpc-3583	174	1	2021;16(4):831	2021;16(4):831	PROPN
dpc-3583	174	2	-	-	PUNCT
dpc-3583	174	3	841	841	NUM
dpc-3583	174	4	.	.	PUNCT
dpc-3583	175	1	doi	doi	NOUN
dpc-3583	175	2	:	:	PUNCT
dpc-3583	175	3	10.1007	10.1007	NUM
dpc-3583	175	4	/	/	SYM
dpc-3583	175	5	s11739	s11739	PROPN
dpc-3583	175	6	-	-	PUNCT
dpc-3583	175	7	021	021	NUM
dpc-3583	175	8	-	-	PUNCT
dpc-3583	175	9	02688	02688	NUM
dpc-3583	175	10	-	-	PUNCT
dpc-3583	175	11	x.	x.	NOUN
dpc-3583	175	12	e	e	PROPN
dpc-3583	175	13	pmid	pmid	PROPN
dpc-3583	175	14	:	:	PUNCT
dpc-3583	175	15	33713282	33713282	NUM
dpc-3583	175	16	.	.	PUNCT
dpc-3583	176	1	pmcid	pmcid	NOUN
dpc-3583	176	2	:	:	PUNCT
dpc-3583	176	3	pmc8195763	pmc8195763	ADJ
dpc-3583	176	4	.	.	PUNCT
dpc-3583	177	1	4	4	X
dpc-3583	177	2	.	.	X
dpc-3583	177	3	elbendary	elbendary	VERB
dpc-3583	177	4	a	a	DET
dpc-3583	177	5	,	,	PUNCT
dpc-3583	177	6	abdel	abdel	PROPN
dpc-3583	177	7	-	-	PUNCT
dpc-3583	177	8	halim	halim	PROPN
dpc-3583	177	9	mre	mre	PROPN
dpc-3583	177	10	,	,	PUNCT
dpc-3583	177	11	ragab	ragab	ADJ
dpc-3583	177	12	g.	g.	PROPN
dpc-3583	177	13	updates	update	NOUN
dpc-3583	177	14	in	in	ADP
dpc-3583	177	15	cutaneous	cutaneous	ADJ
dpc-3583	177	16	manifestations	manifestation	NOUN
dpc-3583	177	17	of	of	ADP
dpc-3583	177	18	systemic	systemic	ADJ
dpc-3583	177	19	vasculitis	vasculitis	PROPN
dpc-3583	177	20	.	.	PUNCT
dpc-3583	178	1	curr	curr	PROPN
dpc-3583	178	2	opin	opin	PROPN
dpc-3583	178	3	rheumatol	rheumatol	NOUN
dpc-3583	178	4	.	.	PUNCT
dpc-3583	179	1	2022;34(1):25	2022;34(1):25	X
dpc-3583	179	2	-	-	SYM
dpc-3583	179	3	32	32	NUM
dpc-3583	179	4	.	.	PUNCT
dpc-3583	180	1	doi	doi	NOUN
dpc-3583	180	2	:	:	PUNCT
dpc-3583	180	3	10.1097	10.1097	NUM
dpc-3583	180	4	/	/	SYM
dpc-3583	180	5	bor.0000000000000847	bor.0000000000000847	NOUN
dpc-3583	180	6	.	.	PUNCT
dpc-3583	181	1	pmid	pmid	NOUN
dpc-3583	181	2	:	:	PUNCT
dpc-3583	181	3	34690279	34690279	NUM
dpc-3583	181	4	.	.	PUNCT
dpc-3583	182	1	5	5	NUM
dpc-3583	182	2	.	.	X
dpc-3583	182	3	vázquez	vázquez	ADJ
dpc-3583	182	4	-	-	PUNCT
dpc-3583	182	5	lópez	lópez	ADJ
dpc-3583	182	6	f	f	NOUN
dpc-3583	182	7	,	,	PUNCT
dpc-3583	182	8	fueyo	fueyo	NOUN
dpc-3583	182	9	a	a	PRON
dpc-3583	182	10	,	,	PUNCT
dpc-3583	182	11	sánchez	sánchez	NOUN
dpc-3583	182	12	-	-	PUNCT
dpc-3583	182	13	martín	martín	PROPN
dpc-3583	182	14	j	j	PROPN
dpc-3583	182	15	,	,	PUNCT
dpc-3583	182	16	pérez	pérez	NOUN
dpc-3583	182	17	-	-	PUNCT
dpc-3583	182	18	oliva	oliva	PROPN
dpc-3583	182	19	n.	n.	PROPN
dpc-3583	182	20	dermoscopy	dermoscopy	NOUN
dpc-3583	182	21	for	for	ADP
dpc-3583	182	22	the	the	DET
dpc-3583	182	23	screening	screening	NOUN
dpc-3583	182	24	of	of	ADP
dpc-3583	182	25	common	common	ADJ
dpc-3583	182	26	urticaria	urticaria	NOUN
dpc-3583	182	27	and	and	CCONJ
dpc-3583	182	28	urticaria	urticaria	NOUN
dpc-3583	182	29	vasculitis	vasculitis	PROPN
dpc-3583	182	30	.	.	PUNCT
dpc-3583	183	1	arch	arch	ADJ
dpc-3583	183	2	dermatol	dermatol	NOUN
dpc-3583	183	3	.	.	PUNCT
dpc-3583	184	1	2008;144(4):568	2008;144(4):568	NUM
dpc-3583	184	2	.	.	PROPN
dpc-3583	185	1	v	v	X
dpc-3583	185	2	doi	doi	NOUN
dpc-3583	185	3	:	:	PUNCT
dpc-3583	185	4	10.1001	10.1001	NUM
dpc-3583	185	5	/archderm.144.4.568	/archderm.144.4.568	PUNCT
dpc-3583	185	6	.	.	PUNCT
dpc-3583	186	1	pmid	pmid	NOUN
dpc-3583	186	2	:	:	PUNCT
dpc-3583	186	3	18427065	18427065	NUM
dpc-3583	186	4	.	.	PUNCT
dpc-3583	187	1	6	6	X
dpc-3583	187	2	.	.	X
dpc-3583	188	1	suh	suh	PROPN
dpc-3583	188	2	ks	ks	PROPN
dpc-3583	188	3	,	,	PUNCT
dpc-3583	188	4	kang	kang	PROPN
dpc-3583	188	5	dy	dy	PROPN
dpc-3583	188	6	,	,	PUNCT
dpc-3583	188	7	lee	lee	PROPN
dpc-3583	188	8	kh	kh	PROPN
dpc-3583	188	9	,	,	PUNCT
dpc-3583	188	10	et	et	PROPN
dpc-3583	188	11	al	al	PROPN
dpc-3583	188	12	.	.	PROPN
dpc-3583	188	13	evolution	evolution	NOUN
dpc-3583	188	14	of	of	ADP
dpc-3583	188	15	urticarial	urticarial	ADJ
dpc-3583	188	16	vasculitis	vasculitis	PROPN
dpc-3583	188	17	:	:	PUNCT
dpc-3583	188	18	a	a	DET
dpc-3583	188	19	clinical	clinical	ADJ
dpc-3583	188	20	,	,	PUNCT
dpc-3583	188	21	dermoscopic	dermoscopic	ADJ
dpc-3583	188	22	and	and	CCONJ
dpc-3583	188	23	histopathological	histopathological	ADJ
dpc-3583	188	24	study	study	NOUN
dpc-3583	188	25	.	.	PUNCT
dpc-3583	189	1	j	j	PROPN
dpc-3583	189	2	eur	eur	PROPN
dpc-3583	189	3	acad	acad	PROPN
dpc-3583	189	4	dermatol	dermatol	NOUN
dpc-3583	189	5	venereol	venereol	NOUN
dpc-3583	189	6	.	.	PUNCT
dpc-3583	190	1	2014;28(5):674	2014;28(5):674	NUM
dpc-3583	190	2	-	-	SYM
dpc-3583	190	3	675	675	NUM
dpc-3583	190	4	.	.	PUNCT
dpc-3583	191	1	doi	doi	NOUN
dpc-3583	191	2	:	:	PUNCT
dpc-3583	191	3	10.1111	10.1111	NUM
dpc-3583	191	4	/jdv.12263	/jdv.12263	ADJ
dpc-3583	191	5	.	.	PUNCT
dpc-3583	192	1	pmid	pmid	NOUN
dpc-3583	192	2	:	:	PUNCT
dpc-3583	192	3	23998438	23998438	NUM
dpc-3583	192	4	.	.	PUNCT
dpc-3583	193	1	the	the	DET
dpc-3583	193	2	vasculitis	vasculitis	PROPN
dpc-3583	193	3	lesions	lesion	NOUN
dpc-3583	193	4	.	.	PUNCT
dpc-3583	194	1	differences	difference	NOUN
dpc-3583	194	2	in	in	ADP
dpc-3583	194	3	background	background	NOUN
dpc-3583	194	4	color	color	NOUN
dpc-3583	194	5	reflect	reflect	VERB
dpc-3583	194	6	the	the	DET
dpc-3583	194	7	status	status	NOUN
dpc-3583	194	8	of	of	ADP
dpc-3583	194	9	extravasated	extravasate	VERB
dpc-3583	194	10	erythrocytes	erythrocyte	NOUN
dpc-3583	194	11	.	.	PUNCT
dpc-3583	195	1	intact	intact	ADJ
dpc-3583	195	2	erythrocytes	erythrocyte	NOUN
dpc-3583	195	3	reflect	reflect	VERB
dpc-3583	195	4	a	a	DET
dpc-3583	195	5	purplish	purplish	ADJ
dpc-3583	195	6	color	color	NOUN
dpc-3583	195	7	while	while	SCONJ
dpc-3583	195	8	siderophages	siderophage	NOUN
dpc-3583	195	9	reflect	reflect	VERB
dpc-3583	195	10	a	a	DET
dpc-3583	195	11	yellowish	yellowish	ADJ
dpc-3583	195	12	color	color	NOUN
dpc-3583	195	13	[	[	X
dpc-3583	195	14	17	17	NUM
dpc-3583	195	15	]	]	PUNCT
dpc-3583	195	16	.	.	PUNCT
dpc-3583	196	1	milk	milk	NOUN
dpc-3583	196	2	red	red	PROPN
dpc-3583	196	3	background	background	NOUN
dpc-3583	196	4	color	color	NOUN
dpc-3583	196	5	is	be	AUX
dpc-3583	196	6	more	more	ADV
dpc-3583	196	7	likely	likely	ADJ
dpc-3583	196	8	in	in	ADP
dpc-3583	196	9	the	the	DET
dpc-3583	196	10	early	early	ADJ
dpc-3583	196	11	period	period	NOUN
dpc-3583	196	12	,	,	PUNCT
dpc-3583	196	13	however	however	ADV
dpc-3583	196	14	,	,	PUNCT
dpc-3583	196	15	the	the	DET
dpc-3583	196	16	probability	probability	NOUN
dpc-3583	196	17	of	of	ADP
dpc-3583	196	18	encountering	encounter	VERB
dpc-3583	196	19	an	an	DET
dpc-3583	196	20	orange	orange	ADJ
dpc-3583	196	21	-	-	PUNCT
dpc-3583	196	22	brown	brown	NOUN
dpc-3583	196	23	color	color	NOUN
dpc-3583	196	24	increases	increase	NOUN
dpc-3583	196	25	in	in	ADP
dpc-3583	196	26	the	the	DET
dpc-3583	196	27	late	late	ADJ
dpc-3583	196	28	period	period	NOUN
dpc-3583	196	29	.	.	PUNCT
dpc-3583	197	1	similarly	similarly	ADV
dpc-3583	197	2	,	,	PUNCT
dpc-3583	197	3	in	in	ADP
dpc-3583	197	4	our	our	PRON
dpc-3583	197	5	study	study	NOUN
dpc-3583	197	6	,	,	PUNCT
dpc-3583	197	7	blue	blue	ADJ
dpc-3583	197	8	-	-	PUNCT
dpc-3583	197	9	gray	gray	ADJ
dpc-3583	197	10	background	background	NOUN
dpc-3583	197	11	color	color	NOUN
dpc-3583	197	12	(	(	PUNCT
dpc-3583	197	13	figure	figure	NOUN
dpc-3583	197	14	3	3	NUM
dpc-3583	197	15	)	)	PUNCT
dpc-3583	197	16	was	be	AUX
dpc-3583	197	17	only	only	ADV
dpc-3583	197	18	present	present	ADJ
dpc-3583	197	19	in	in	ADP
dpc-3583	197	20	cases	case	NOUN
dpc-3583	197	21	of	of	ADP
dpc-3583	197	22	true	true	ADJ
dpc-3583	197	23	vasculitis	vasculitis	NOUN
dpc-3583	197	24	,	,	PUNCT
dpc-3583	197	25	and	and	CCONJ
dpc-3583	197	26	this	this	DET
dpc-3583	197	27	difference	difference	NOUN
dpc-3583	197	28	was	be	AUX
dpc-3583	197	29	statistically	statistically	ADV
dpc-3583	197	30	significant	significant	ADJ
dpc-3583	197	31	.	.	PUNCT
dpc-3583	198	1	necrotic	necrotic	ADJ
dpc-3583	198	2	lesions	lesion	NOUN
dpc-3583	198	3	are	be	AUX
dpc-3583	198	4	seen	see	VERB
dpc-3583	198	5	by	by	ADP
dpc-3583	198	6	dermoscopy	dermoscopy	NOUN
dpc-3583	198	7	as	as	ADP
dpc-3583	198	8	whitish	whitish	ADJ
dpc-3583	198	9	-	-	PUNCT
dpc-3583	198	10	blue	blue	ADJ
dpc-3583	198	11	patches	patch	NOUN
dpc-3583	198	12	[	[	X
dpc-3583	198	13	17	17	NUM
dpc-3583	198	14	]	]	PUNCT
dpc-3583	198	15	.	.	PUNCT
dpc-3583	199	1	probably	probably	ADV
dpc-3583	199	2	because	because	SCONJ
dpc-3583	199	3	necrosis	necrosis	NOUN
dpc-3583	199	4	is	be	AUX
dpc-3583	199	5	not	not	PART
dpc-3583	199	6	expected	expect	VERB
dpc-3583	199	7	in	in	ADP
dpc-3583	199	8	vasculopathy	vasculopathy	NOUN
dpc-3583	199	9	,	,	PUNCT
dpc-3583	199	10	bluish	bluish	ADJ
dpc-3583	199	11	-	-	PUNCT
dpc-3583	199	12	gray	gray	ADJ
dpc-3583	199	13	patches	patch	NOUN
dpc-3583	199	14	are	be	AUX
dpc-3583	199	15	not	not	PART
dpc-3583	199	16	observed	observe	VERB
dpc-3583	199	17	in	in	ADP
dpc-3583	199	18	dermoscopy	dermoscopy	NOUN
dpc-3583	199	19	.	.	PUNCT
dpc-3583	200	1	in	in	ADP
dpc-3583	200	2	the	the	DET
dpc-3583	200	3	present	present	ADJ
dpc-3583	200	4	study	study	NOUN
dpc-3583	200	5	,	,	PUNCT
dpc-3583	200	6	red	red	ADJ
dpc-3583	200	7	globules	globules	PROPN
dpc-3583	200	8	were	be	AUX
dpc-3583	200	9	the	the	DET
dpc-3583	200	10	most	most	ADV
dpc-3583	200	11	common	common	ADJ
dpc-3583	200	12	finding	finding	NOUN
dpc-3583	200	13	in	in	ADP
dpc-3583	200	14	both	both	CCONJ
dpc-3583	200	15	cv	cv	PROPN
dpc-3583	200	16	and	and	CCONJ
dpc-3583	200	17	ppd	ppd	PROPN
dpc-3583	200	18	,	,	PUNCT
dpc-3583	200	19	whereas	whereas	SCONJ
dpc-3583	200	20	red	red	ADJ
dpc-3583	200	21	dots	dot	NOUN
dpc-3583	200	22	,	,	PUNCT
dpc-3583	200	23	annular	annular	ADJ
dpc-3583	200	24	and	and	CCONJ
dpc-3583	200	25	comma	comma	NOUN
dpc-3583	200	26	vessels	vessel	NOUN
dpc-3583	200	27	were	be	AUX
dpc-3583	200	28	significantly	significantly	ADV
dpc-3583	200	29	more	more	ADV
dpc-3583	200	30	common	common	ADJ
dpc-3583	200	31	in	in	ADP
dpc-3583	200	32	ppd	ppd	PROPN
dpc-3583	200	33	.	.	PROPN
dpc-3583	200	34	red	red	PROPN
dpc-3583	200	35	globules	globules	PROPN
dpc-3583	200	36	in	in	ADP
dpc-3583	200	37	dermoscopy	dermoscopy	NOUN
dpc-3583	200	38	of	of	ADP
dpc-3583	200	39	lcv	lcv	PROPN
dpc-3583	200	40	are	be	AUX
dpc-3583	200	41	reflections	reflection	NOUN
dpc-3583	200	42	of	of	ADP
dpc-3583	200	43	extravasated	extravasate	VERB
dpc-3583	200	44	erythrocytes	erythrocyte	NOUN
dpc-3583	200	45	secondary	secondary	ADJ
dpc-3583	200	46	to	to	ADP
dpc-3583	200	47	fibrinoid	fibrinoid	ADJ
dpc-3583	200	48	degeneration	degeneration	NOUN
dpc-3583	200	49	of	of	ADP
dpc-3583	200	50	small	small	ADJ
dpc-3583	200	51	vessel	vessel	NOUN
dpc-3583	200	52	walls	wall	NOUN
dpc-3583	200	53	.	.	PUNCT
dpc-3583	201	1	however	however	ADV
dpc-3583	201	2	,	,	PUNCT
dpc-3583	201	3	the	the	DET
dpc-3583	201	4	red	red	ADJ
dpc-3583	201	5	globules	globules	PROPN
dpc-3583	201	6	of	of	ADP
dpc-3583	201	7	ppd	ppd	PROPN
dpc-3583	201	8	are	be	AUX
dpc-3583	201	9	associated	associate	VERB
dpc-3583	201	10	with	with	ADP
dpc-3583	201	11	variable	variable	ADJ
dpc-3583	201	12	amounts	amount	NOUN
dpc-3583	201	13	of	of	ADP
dpc-3583	201	14	erythrocytes	erythrocyte	NOUN
dpc-3583	201	15	,	,	PUNCT
dpc-3583	201	16	lymphocytes	lymphocyte	NOUN
dpc-3583	201	17	,	,	PUNCT
dpc-3583	201	18	and	and	CCONJ
dpc-3583	201	19	siderophages	siderophage	NOUN
dpc-3583	201	20	surrounding	surround	VERB
dpc-3583	201	21	swollen	swollen	ADJ
dpc-3583	201	22	blood	blood	NOUN
dpc-3583	201	23	vessels	vessel	NOUN
dpc-3583	201	24	in	in	ADP
dpc-3583	201	25	the	the	DET
dpc-3583	201	26	upper	upper	ADJ
dpc-3583	201	27	dermis	dermis	NOUN
dpc-3583	201	28	[	[	X
dpc-3583	201	29	17	17	NUM
dpc-3583	201	30	]	]	PUNCT
dpc-3583	201	31	.	.	PUNCT
dpc-3583	202	1	presumably	presumably	ADV
dpc-3583	202	2	,	,	PUNCT
dpc-3583	202	3	these	these	DET
dpc-3583	202	4	swollen	swollen	ADJ
dpc-3583	202	5	blood	blood	NOUN
dpc-3583	202	6	vessels	vessel	NOUN
dpc-3583	202	7	seem	seem	VERB
dpc-3583	202	8	as	as	ADP
dpc-3583	202	9	comma	comma	NOUN
dpc-3583	202	10	or	or	CCONJ
dpc-3583	202	11	annular	annular	ADJ
dpc-3583	202	12	vessels	vessel	NOUN
dpc-3583	202	13	on	on	ADP
dpc-3583	202	14	dermoscopy	dermoscopy	NOUN
dpc-3583	202	15	.	.	PUNCT
dpc-3583	203	1	we	we	PRON
dpc-3583	203	2	suggest	suggest	VERB
dpc-3583	203	3	that	that	SCONJ
dpc-3583	203	4	,	,	PUNCT
dpc-3583	203	5	since	since	SCONJ
dpc-3583	203	6	it	it	PRON
dpc-3583	203	7	is	be	AUX
dpc-3583	203	8	difficult	difficult	ADJ
dpc-3583	203	9	to	to	PART
dpc-3583	203	10	see	see	VERB
dpc-3583	203	11	intact	intact	ADJ
dpc-3583	203	12	vascular	vascular	ADJ
dpc-3583	203	13	structures	structure	NOUN
dpc-3583	203	14	in	in	ADP
dpc-3583	203	15	cv	cv	PROPN
dpc-3583	203	16	,	,	PUNCT
dpc-3583	203	17	most	most	ADV
dpc-3583	203	18	likely	likely	ADJ
dpc-3583	203	19	due	due	ADP
dpc-3583	203	20	to	to	ADP
dpc-3583	203	21	fibrinoid	fibrinoid	ADJ
dpc-3583	203	22	degeneration	degeneration	NOUN
dpc-3583	203	23	,	,	PUNCT
dpc-3583	203	24	comma	comma	NOUN
dpc-3583	203	25	/	/	SYM
dpc-3583	203	26	annular	annular	ADJ
dpc-3583	203	27	vessels	vessel	NOUN
dpc-3583	203	28	are	be	AUX
dpc-3583	203	29	few	few	ADJ
dpc-3583	203	30	and	and	CCONJ
dpc-3583	203	31	the	the	DET
dpc-3583	203	32	red	red	ADJ
dpc-3583	203	33	blotches	blotch	NOUN
dpc-3583	203	34	that	that	PRON
dpc-3583	203	35	we	we	PRON
dpc-3583	203	36	detect	detect	VERB
dpc-3583	203	37	quite	quite	ADV
dpc-3583	203	38	frequently	frequently	ADV
dpc-3583	203	39	in	in	ADP
dpc-3583	203	40	cv	cv	PROPN
dpc-3583	203	41	(	(	PUNCT
dpc-3583	203	42	44.8	44.8	NUM
dpc-3583	203	43	%	%	NOUN
dpc-3583	203	44	)	)	PUNCT
dpc-3583	203	45	reflect	reflect	VERB
dpc-3583	203	46	fragmented	fragmented	ADJ
dpc-3583	203	47	vascular	vascular	ADJ
dpc-3583	203	48	structures	structure	NOUN
dpc-3583	203	49	.	.	PUNCT
dpc-3583	204	1	dotted	dot	VERB
dpc-3583	204	2	vessels	vessel	NOUN
dpc-3583	204	3	in	in	ADP
dpc-3583	204	4	a	a	DET
dpc-3583	204	5	patchy	patchy	ADJ
dpc-3583	204	6	distribution	distribution	NOUN
dpc-3583	204	7	on	on	ADP
dpc-3583	204	8	a	a	DET
dpc-3583	204	9	dull	dull	ADJ
dpc-3583	204	10	red	red	ADJ
dpc-3583	204	11	background	background	NOUN
dpc-3583	204	12	and	and	CCONJ
dpc-3583	204	13	yellow	yellow	ADJ
dpc-3583	204	14	scales	scale	NOUN
dpc-3583	204	15	have	have	AUX
dpc-3583	204	16	been	be	AUX
dpc-3583	204	17	identified	identify	VERB
dpc-3583	204	18	as	as	ADP
dpc-3583	204	19	cd	cd	PROPN
dpc-3583	204	20	most	most	ADV
dpc-3583	204	21	common	common	ADJ
dpc-3583	204	22	dermoscopic	dermoscopic	NOUN
dpc-3583	204	23	features	feature	NOUN
dpc-3583	204	24	[	[	X
dpc-3583	204	25	25	25	NUM
dpc-3583	204	26	]	]	PUNCT
dpc-3583	204	27	.	.	PUNCT
dpc-3583	205	1	in	in	ADP
dpc-3583	205	2	our	our	PRON
dpc-3583	205	3	study	study	NOUN
dpc-3583	205	4	,	,	PUNCT
dpc-3583	205	5	scales	scale	NOUN
dpc-3583	205	6	,	,	PUNCT
dpc-3583	205	7	dotted	dotted	ADJ
dpc-3583	205	8	and	and	CCONJ
dpc-3583	205	9	comma	comma	NOUN
dpc-3583	205	10	vessels	vessel	NOUN
dpc-3583	205	11	were	be	AUX
dpc-3583	205	12	significantly	significantly	ADV
dpc-3583	205	13	more	more	ADV
dpc-3583	205	14	common	common	ADJ
dpc-3583	205	15	in	in	ADP
dpc-3583	205	16	the	the	DET
dpc-3583	205	17	dermatoses	dermatosis	NOUN
dpc-3583	205	18	group	group	NOUN
dpc-3583	205	19	and	and	CCONJ
dpc-3583	205	20	were	be	AUX
dpc-3583	205	21	important	important	ADJ
dpc-3583	205	22	dermoscopic	dermoscopic	ADJ
dpc-3583	205	23	findings	finding	NOUN
dpc-3583	205	24	in	in	ADP
dpc-3583	205	25	differentiating	differentiate	VERB
dpc-3583	205	26	from	from	ADP
dpc-3583	205	27	cv	cv	PROPN
dpc-3583	205	28	.	.	PROPN
dpc-3583	206	1	remarkably	remarkably	ADV
dpc-3583	206	2	,	,	PUNCT
dpc-3583	206	3	in	in	ADP
dpc-3583	206	4	addition	addition	NOUN
dpc-3583	206	5	to	to	ADP
dpc-3583	206	6	the	the	DET
dpc-3583	206	7	four	four	NUM
dpc-3583	206	8	patterns	pattern	NOUN
dpc-3583	206	9	that	that	PRON
dpc-3583	206	10	had	have	AUX
dpc-3583	206	11	previously	previously	ADV
dpc-3583	206	12	been	be	AUX
dpc-3583	206	13	identified	identify	VERB
dpc-3583	206	14	on	on	ADP
dpc-3583	206	15	dermoscopy	dermoscopy	NOUN
dpc-3583	206	16	of	of	ADP
dpc-3583	206	17	purpuric	purpuric	ADJ
dpc-3583	206	18	lesions	lesion	NOUN
dpc-3583	206	19	,	,	PUNCT
dpc-3583	206	20	we	we	PRON
dpc-3583	206	21	additionally	additionally	ADV
dpc-3583	206	22	observed	observe	VERB
dpc-3583	206	23	the	the	DET
dpc-3583	206	24	‘	'	PUNCT
dpc-3583	206	25	reticular	reticular	ADJ
dpc-3583	206	26	pattern	pattern	NOUN
dpc-3583	206	27	’	'	PUNCT
dpc-3583	206	28	,	,	PUNCT
dpc-3583	206	29	which	which	PRON
dpc-3583	206	30	is	be	AUX
dpc-3583	206	31	composed	compose	VERB
dpc-3583	206	32	of	of	ADP
dpc-3583	206	33	reticular	reticular	ADJ
dpc-3583	206	34	dilated	dilated	ADJ
dpc-3583	206	35	vessels	vessel	NOUN
dpc-3583	206	36	(	(	PUNCT
dpc-3583	206	37	figure1c	figure1c	PROPN
dpc-3583	206	38	)	)	PUNCT
dpc-3583	206	39	.	.	PUNCT
dpc-3583	207	1	in	in	ADP
dpc-3583	207	2	the	the	DET
dpc-3583	207	3	present	present	ADJ
dpc-3583	207	4	study	study	NOUN
dpc-3583	207	5	,	,	PUNCT
dpc-3583	207	6	interobserver	interobserver	PROPN
dpc-3583	207	7	agreement	agreement	NOUN
dpc-3583	207	8	was	be	AUX
dpc-3583	207	9	quite	quite	ADV
dpc-3583	207	10	high	high	ADJ
dpc-3583	207	11	in	in	ADP
dpc-3583	207	12	terms	term	NOUN
dpc-3583	207	13	of	of	ADP
dpc-3583	207	14	background	background	NOUN
dpc-3583	207	15	color	color	NOUN
dpc-3583	207	16	and	and	CCONJ
dpc-3583	207	17	pattern	pattern	NOUN
dpc-3583	207	18	.	.	PUNCT
dpc-3583	208	1	this	this	PRON
dpc-3583	208	2	was	be	AUX
dpc-3583	208	3	evidence	evidence	NOUN
dpc-3583	208	4	of	of	ADP
dpc-3583	208	5	the	the	DET
dpc-3583	208	6	reliability	reliability	NOUN
dpc-3583	208	7	and	and	CCONJ
dpc-3583	208	8	validity	validity	NOUN
dpc-3583	208	9	of	of	ADP
dpc-3583	208	10	these	these	DET
dpc-3583	208	11	dermoscopic	dermoscopic	ADJ
dpc-3583	208	12	figure	figure	NOUN
dpc-3583	208	13	3	3	NUM
dpc-3583	208	14	.	.	PUNCT
dpc-3583	209	1	blue	blue	ADJ
dpc-3583	209	2	-	-	PUNCT
dpc-3583	209	3	gray	gray	ADJ
dpc-3583	209	4	background	background	NOUN
dpc-3583	209	5	color	color	NOUN
dpc-3583	209	6	in	in	ADP
dpc-3583	209	7	cutaneous	cutaneous	ADJ
dpc-3583	209	8	vasculitis	vasculitis	NOUN
dpc-3583	209	9	:	:	PUNCT
dpc-3583	209	10	blue	blue	ADJ
dpc-3583	209	11	gray	gray	ADJ
dpc-3583	209	12	patches	patch	NOUN
dpc-3583	209	13	(	(	PUNCT
dpc-3583	209	14	black	black	ADJ
dpc-3583	209	15	arrows	arrow	NOUN
dpc-3583	209	16	)	)	PUNCT
dpc-3583	209	17	were	be	AUX
dpc-3583	209	18	detected	detect	VERB
dpc-3583	209	19	as	as	ADP
dpc-3583	209	20	a	a	DET
dpc-3583	209	21	highly	highly	ADV
dpc-3583	209	22	specific	specific	ADJ
dpc-3583	209	23	dermoscopic	dermoscopic	NOUN
dpc-3583	209	24	finding	finding	NOUN
dpc-3583	209	25	for	for	ADP
dpc-3583	209	26	cutaneous	cutaneous	ADJ
dpc-3583	209	27	vasculitis	vasculiti	NOUN
dpc-3583	209	28	.	.	PUNCT
dpc-3583	210	1	original	original	ADJ
dpc-3583	210	2	article	article	NOUN
dpc-3583	210	3	|	|	ADV
dpc-3583	210	4	dermatol	dermatol	ADJ
dpc-3583	210	5	pract	pract	NOUN
dpc-3583	210	6	concept	concept	NOUN
dpc-3583	210	7	.	.	PUNCT
dpc-3583	211	1	2024;14(1):e2024051	2024;14(1):e2024051	NUM
dpc-3583	211	2	7	7	NUM
dpc-3583	211	3	sgouros	sgouro	NOUN
dpc-3583	211	4	d	d	NOUN
dpc-3583	211	5	,	,	PUNCT
dpc-3583	211	6	apalla	apalla	PROPN
dpc-3583	211	7	z	z	PROPN
dpc-3583	211	8	,	,	PUNCT
dpc-3583	211	9	ioannides	ioannide	NOUN
dpc-3583	211	10	d	d	PROPN
dpc-3583	211	11	,	,	PUNCT
dpc-3583	211	12	katoulis	katoulis	X
dpc-3583	211	13	a	a	X
dpc-3583	211	14	,	,	PUNCT
dpc-3583	211	15	rigopoulos	rigopoulos	ADJ
dpc-3583	211	16	  	  	SPACE
dpc-3583	211	17	d	d	PROPN
dpc-3583	211	18	,	,	PUNCT
dpc-3583	211	19	sotiriou	sotiriou	ADJ
dpc-3583	211	20	e	e	NOUN
dpc-3583	211	21	,	,	PUNCT
dpc-3583	211	22	stratigos	stratigos	VERB
dpc-3583	211	23	a	a	PRON
dpc-3583	211	24	,	,	PUNCT
dpc-3583	211	25	vakirlis	vakirlis	ADJ
dpc-3583	211	26	e	e	NOUN
dpc-3583	211	27	,	,	PUNCT
dpc-3583	211	28	lallas	lallas	PROPN
dpc-3583	211	29	a.	a.	NOUN
dpc-3583	211	30	dermoscopy	dermoscopy	NOUN
dpc-3583	211	31	of	of	ADP
dpc-3583	211	32	common	common	ADJ
dpc-3583	211	33	inflammatory	inflammatory	ADJ
dpc-3583	211	34	disorders	disorder	NOUN
dpc-3583	211	35	.	.	PUNCT
dpc-3583	212	1	dermatol	dermatol	NOUN
dpc-3583	212	2	clin	clin	PROPN
dpc-3583	212	3	.	.	PUNCT
dpc-3583	213	1	2018;36(4	2018;36(4	NUM
dpc-3583	213	2	):	):	PUNCT
dpc-3583	213	3	359	359	NUM
dpc-3583	213	4	-	-	SYM
dpc-3583	213	5	368	368	NUM
dpc-3583	213	6	.	.	PUNCT
dpc-3583	214	1	doi	doi	NOUN
dpc-3583	214	2	:	:	PUNCT
dpc-3583	214	3	10.1016	10.1016	NUM
dpc-3583	214	4	/	/	SYM
dpc-3583	214	5	j.det.2018.05.003	j.det.2018.05.003	PROPN
dpc-3583	214	6	.	.	PUNCT
dpc-3583	215	1	pmid	pmid	NOUN
dpc-3583	215	2	:	:	PUNCT
dpc-3583	215	3	30201145	30201145	NUM
dpc-3583	215	4	.	.	PUNCT
dpc-3583	216	1	19	19	NUM
dpc-3583	216	2	.	.	X
dpc-3583	216	3	errichetti	errichetti	PROPN
dpc-3583	216	4	e.	e.	PROPN
dpc-3583	216	5	dermoscopy	dermoscopy	PROPN
dpc-3583	216	6	in	in	ADP
dpc-3583	216	7	general	general	ADJ
dpc-3583	216	8	dermatology	dermatology	NOUN
dpc-3583	216	9	(	(	PUNCT
dpc-3583	216	10	nonneoplastic	nonneoplastic	ADJ
dpc-3583	216	11	dermatoses	dermatosis	NOUN
dpc-3583	216	12	):	):	PUNCT
dpc-3583	216	13	pitfalls	pitfall	NOUN
dpc-3583	216	14	and	and	CCONJ
dpc-3583	216	15	tips	tip	NOUN
dpc-3583	216	16	.	.	PUNCT
dpc-3583	217	1	int	int	NOUN
dpc-3583	217	2	j	j	PROPN
dpc-3583	217	3	dermatol	dermatol	NOUN
dpc-3583	217	4	.	.	PUNCT
dpc-3583	218	1	2021;60(6	2021;60(6	NUM
dpc-3583	218	2	):	):	PUNCT
dpc-3583	218	3	653	653	NUM
dpc-3583	218	4	-	-	SYM
dpc-3583	218	5	660	660	NUM
dpc-3583	218	6	.	.	PUNCT
dpc-3583	219	1	doi	doi	NOUN
dpc-3583	219	2	:	:	PUNCT
dpc-3583	219	3	10.1111	10.1111	NUM
dpc-3583	219	4	/	/	SYM
dpc-3583	219	5	ijd.15427	ijd.15427	NUM
dpc-3583	219	6	.	.	PUNCT
dpc-3583	220	1	pmid	pmid	NOUN
dpc-3583	220	2	:	:	PUNCT
dpc-3583	220	3	33533022	33533022	NUM
dpc-3583	220	4	.	.	PUNCT
dpc-3583	221	1	20	20	NUM
dpc-3583	221	2	.	.	PUNCT
dpc-3583	222	1	song	song	PROPN
dpc-3583	222	2	yy	yy	PROPN
dpc-3583	222	3	,	,	PUNCT
dpc-3583	222	4	lu	lu	PROPN
dpc-3583	222	5	y.	y.	NOUN
dpc-3583	222	6	decision	decision	NOUN
dpc-3583	222	7	tree	tree	NOUN
dpc-3583	222	8	methods	method	NOUN
dpc-3583	222	9	:	:	PUNCT
dpc-3583	222	10	applications	application	NOUN
dpc-3583	222	11	for	for	ADP
dpc-3583	222	12	classification	classification	NOUN
dpc-3583	222	13	and	and	CCONJ
dpc-3583	222	14	prediction	prediction	NOUN
dpc-3583	222	15	.	.	PUNCT
dpc-3583	223	1	shanghai	shanghai	PROPN
dpc-3583	223	2	arch	arch	PROPN
dpc-3583	223	3	psychiatry	psychiatry	PROPN
dpc-3583	223	4	.	.	PUNCT
dpc-3583	224	1	2015;27:130–135	2015;27:130–135	X
dpc-3583	224	2	.	.	PUNCT
dpc-3583	225	1	doi	doi	NOUN
dpc-3583	225	2	:	:	PUNCT
dpc-3583	225	3	10.11919	10.11919	NUM
dpc-3583	225	4	/	/	SYM
dpc-3583	225	5	j.issn.1002	j.issn.1002	NOUN
dpc-3583	225	6	-	-	PUNCT
dpc-3583	225	7	0829.215044	0829.215044	NOUN
dpc-3583	225	8	.	.	PUNCT
dpc-3583	226	1	pmid	pmid	NOUN
dpc-3583	226	2	:	:	PUNCT
dpc-3583	226	3	26120265	26120265	NUM
dpc-3583	226	4	.	.	PUNCT
dpc-3583	227	1	pmcid	pmcid	NOUN
dpc-3583	227	2	:	:	PUNCT
dpc-3583	227	3	pmc4466856	pmc4466856	NOUN
dpc-3583	227	4	.	.	PUNCT
dpc-3583	228	1	21	21	NUM
dpc-3583	228	2	.	.	PUNCT
dpc-3583	228	3	breiman	breiman	PROPN
dpc-3583	228	4	l.	l.	PROPN
dpc-3583	228	5	random	random	ADJ
dpc-3583	228	6	forests	forest	NOUN
dpc-3583	228	7	.	.	PUNCT
dpc-3583	229	1	machine	machine	NOUN
dpc-3583	229	2	learning	learn	VERB
dpc-3583	229	3	2001;45(1):5	2001;45(1):5	NUM
dpc-3583	229	4	-	-	SYM
dpc-3583	229	5	32	32	NUM
dpc-3583	229	6	.	.	PUNCT
dpc-3583	230	1	22	22	NUM
dpc-3583	230	2	.	.	PUNCT
dpc-3583	230	3	piccolo	piccolo	PROPN
dpc-3583	230	4	v	v	PROPN
dpc-3583	230	5	,	,	PUNCT
dpc-3583	230	6	russo	russo	PROPN
dpc-3583	230	7	t	t	PROPN
dpc-3583	230	8	,	,	PUNCT
dpc-3583	230	9	moscarella	moscarella	NOUN
dpc-3583	230	10	e	e	NOUN
dpc-3583	230	11	,	,	PUNCT
dpc-3583	230	12	brancaccio	brancaccio	VERB
dpc-3583	230	13	g	g	NOUN
dpc-3583	230	14	,	,	PUNCT
dpc-3583	230	15	alfano	alfano	NOUN
dpc-3583	230	16	r	r	NOUN
dpc-3583	230	17	,	,	PUNCT
dpc-3583	230	18	argenziano	argenziano	ADJ
dpc-3583	230	19	g.	g.	NOUN
dpc-3583	230	20	dermatoscopy	dermatoscopy	NOUN
dpc-3583	230	21	of	of	ADP
dpc-3583	230	22	vascular	vascular	ADJ
dpc-3583	230	23	lesions	lesion	NOUN
dpc-3583	230	24	.	.	PUNCT
dpc-3583	231	1	dermatol	dermatol	NOUN
dpc-3583	231	2	clin	clin	PROPN
dpc-3583	231	3	.	.	PUNCT
dpc-3583	232	1	2018;36(4):389	2018;36(4):389	PROPN
dpc-3583	232	2	-	-	SYM
dpc-3583	232	3	395	395	NUM
dpc-3583	232	4	.	.	PUNCT
dpc-3583	233	1	doi	doi	NOUN
dpc-3583	233	2	:	:	PUNCT
dpc-3583	233	3	10.1016	10.1016	NUM
dpc-3583	233	4	/	/	SYM
dpc-3583	233	5	j.det.2018.05.006	j.det.2018.05.006	NOUN
dpc-3583	233	6	.	.	PUNCT
dpc-3583	234	1	pmid	pmid	NOUN
dpc-3583	234	2	:	:	PUNCT
dpc-3583	234	3	30201148	30201148	NUM
dpc-3583	234	4	.	.	PUNCT
dpc-3583	235	1	23	23	NUM
dpc-3583	235	2	.	.	PUNCT
dpc-3583	236	1	karstarlı	karstarlı	VERB
dpc-3583	236	2	bakay	bakay	PROPN
dpc-3583	237	1	os	os	PROPN
dpc-3583	237	2	,	,	PUNCT
dpc-3583	237	3	bakay	bakay	PROPN
dpc-3583	237	4	u.	u.	VERB
dpc-3583	237	5	a	a	DET
dpc-3583	237	6	case	case	NOUN
dpc-3583	237	7	of	of	ADP
dpc-3583	237	8	certolizumab	certolizumab	NOUN
dpc-3583	237	9	-	-	PUNCT
dpc-3583	237	10	induced	induce	VERB
dpc-3583	237	11	purpura	purpura	NOUN
dpc-3583	237	12	annularis	annularis	NOUN
dpc-3583	237	13	telangiectodes	telangiectode	NOUN
dpc-3583	237	14	of	of	ADP
dpc-3583	237	15	majocchi	majocchi	PROPN
dpc-3583	237	16	and	and	CCONJ
dpc-3583	237	17	literature	literature	PROPN
dpc-3583	237	18	review	review	PROPN
dpc-3583	237	19	.	.	PUNCT
dpc-3583	238	1	int	int	PROPN
dpc-3583	239	1	j	j	PROPN
dpc-3583	239	2	rheum	rheum	PROPN
dpc-3583	239	3	dis	dis	PROPN
dpc-3583	239	4	.	.	PUNCT
dpc-3583	240	1	2023	2023	NUM
dpc-3583	240	2	jul	jul	PROPN
dpc-3583	240	3	31	31	NUM
dpc-3583	240	4	.	.	PUNCT
dpc-3583	241	1	doi	doi	NOUN
dpc-3583	241	2	:	:	PUNCT
dpc-3583	241	3	10.1111/1756	10.1111/1756	NUM
dpc-3583	241	4	-185x.14854	-185x.14854	NOUN
dpc-3583	241	5	.	.	PUNCT
dpc-3583	242	1	pmid	pmid	NOUN
dpc-3583	242	2	:	:	PUNCT
dpc-3583	242	3	37522716	37522716	NUM
dpc-3583	242	4	.	.	PUNCT
dpc-3583	243	1	24	24	NUM
dpc-3583	243	2	.	.	PUNCT
dpc-3583	243	3	barnhill	barnhill	PROPN
dpc-3583	243	4	rl	rl	PROPN
dpc-3583	243	5	,	,	PUNCT
dpc-3583	243	6	nousari	nousari	PROPN
dpc-3583	243	7	ch	ch	PROPN
dpc-3583	243	8	,	,	PUNCT
dpc-3583	243	9	xu	xu	PROPN
dpc-3583	243	10	x	x	PROPN
dpc-3583	243	11	,	,	PUNCT
dpc-3583	243	12	barksdale	barksdale	PROPN
dpc-3583	243	13	sk	sk	PROPN
dpc-3583	243	14	.	.	PROPN
dpc-3583	243	15	vascular	vascular	ADJ
dpc-3583	243	16	diseases	disease	NOUN
dpc-3583	243	17	.	.	PUNCT
dpc-3583	244	1	lever	lever	NOUN
dpc-3583	244	2	’s	’s	PART
dpc-3583	244	3	histopathology	histopathology	NOUN
dpc-3583	244	4	of	of	ADP
dpc-3583	244	5	the	the	DET
dpc-3583	244	6	skin	skin	NOUN
dpc-3583	244	7	.	.	PUNCT
dpc-3583	245	1	2009	2009	NUM
dpc-3583	245	2	.	.	PUNCT
dpc-3583	246	1	eds	ed	NOUN
dpc-3583	246	2	:	:	PUNCT
dpc-3583	246	3	elder	eld	ADJ
dpc-3583	246	4	de	de	PROPN
dpc-3583	246	5	elenitsas	elenitsa	NOUN
dpc-3583	246	6	  	  	SPACE
dpc-3583	246	7	r	r	PROPN
dpc-3583	246	8	,	,	PUNCT
dpc-3583	246	9	johnson	johnson	PROPN
dpc-3583	246	10	bl	bl	PROPN
dpc-3583	246	11	,	,	PUNCT
dpc-3583	246	12	murphy	murphy	PROPN
dpc-3583	246	13	gf	gf	PROPN
dpc-3583	246	14	,	,	PUNCT
dpc-3583	246	15	xu	xu	PROPN
dpc-3583	246	16	x.	x.	PROPN
dpc-3583	247	1	wolters	wolters	PROPN
dpc-3583	247	2	kluwer/	kluwer/	PROPN
dpc-3583	247	3	lippincott	lippincott	PROPN
dpc-3583	247	4	williams	williams	PROPN
dpc-3583	247	5	-	-	PUNCT
dpc-3583	247	6	wilkins	wilkins	PROPN
dpc-3583	247	7	london	london	PROPN
dpc-3583	247	8	,	,	PUNCT
dpc-3583	247	9	philadelphia:205	philadelphia:205	NOUN
dpc-3583	247	10	-	-	X
dpc-3583	247	11	324	324	NUM
dpc-3583	247	12	.	.	PUNCT
dpc-3583	248	1	25	25	NUM
dpc-3583	248	2	.	.	PUNCT
dpc-3583	249	1	xu	xu	PROPN
dpc-3583	250	1	c	c	X
dpc-3583	250	2	,	,	PUNCT
dpc-3583	250	3	liu	liu	PROPN
dpc-3583	250	4	j	j	PROPN
dpc-3583	250	5	,	,	PUNCT
dpc-3583	250	6	wang	wang	PROPN
dpc-3583	250	7	t	t	PROPN
dpc-3583	250	8	,	,	PUNCT
dpc-3583	250	9	luo	luo	PROPN
dpc-3583	250	10	y	y	PROPN
dpc-3583	250	11	,	,	PUNCT
dpc-3583	250	12	liu	liu	PROPN
dpc-3583	250	13	y.	y.	PROPN
dpc-3583	250	14	dermoscopic	dermoscopic	PROPN
dpc-3583	250	15	patterns	pattern	NOUN
dpc-3583	250	16	of	of	ADP
dpc-3583	250	17	early	early	ADJ
dpc-3583	250	18	-	-	PUNCT
dpc-3583	250	19	stage	stage	NOUN
dpc-3583	250	20	mycosis	mycosis	NOUN
dpc-3583	250	21	fungoides	fungoide	NOUN
dpc-3583	250	22	in	in	ADP
dpc-3583	250	23	a	a	DET
dpc-3583	250	24	chinese	chinese	ADJ
dpc-3583	250	25	population	population	NOUN
dpc-3583	250	26	.	.	PUNCT
dpc-3583	251	1	clin	clin	PROPN
dpc-3583	251	2	exp	exp	NOUN
dpc-3583	251	3	dermatol	dermatol	NOUN
dpc-3583	251	4	.	.	PUNCT
dpc-3583	252	1	2019;44(2):169	2019;44(2):169	NUM
dpc-3583	252	2	-	-	SYM
dpc-3583	252	3	175	175	NUM
dpc-3583	252	4	.	.	PUNCT
dpc-3583	253	1	doi	doi	NOUN
dpc-3583	253	2	:	:	PUNCT
dpc-3583	253	3	10.1111	10.1111	NUM
dpc-3583	253	4	/	/	SYM
dpc-3583	253	5	ced.13680	ced.13680	NOUN
dpc-3583	253	6	.	.	PUNCT
dpc-3583	254	1	pmid	pmid	NOUN
dpc-3583	254	2	:	:	PUNCT
dpc-3583	254	3	29876963	29876963	NUM
dpc-3583	254	4	.	.	PUNCT
dpc-3583	255	1	26	26	NUM
dpc-3583	255	2	.	.	PUNCT
dpc-3583	256	1	kharazmi	kharazmi	PROPN
dpc-3583	256	2	p	p	PROPN
dpc-3583	256	3	,	,	PUNCT
dpc-3583	256	4	zheng	zheng	PROPN
dpc-3583	256	5	j	j	PROPN
dpc-3583	256	6	,	,	PUNCT
dpc-3583	256	7	lui	lui	NOUN
dpc-3583	256	8	h	h	PROPN
dpc-3583	256	9	,	,	PUNCT
dpc-3583	256	10	jane	jane	PROPN
dpc-3583	256	11	wang	wang	PROPN
dpc-3583	256	12	z	z	PROPN
dpc-3583	256	13	,	,	PUNCT
dpc-3583	256	14	lee	lee	PROPN
dpc-3583	256	15	tk	tk	PROPN
dpc-3583	256	16	.	.	PROPN
dpc-3583	257	1	a	a	DET
dpc-3583	257	2	computer	computer	NOUN
dpc-3583	257	3	-	-	PUNCT
dpc-3583	257	4	aided	aid	VERB
dpc-3583	257	5	decision	decision	NOUN
dpc-3583	257	6	support	support	NOUN
dpc-3583	257	7	system	system	NOUN
dpc-3583	257	8	for	for	ADP
dpc-3583	257	9	detection	detection	NOUN
dpc-3583	257	10	and	and	CCONJ
dpc-3583	257	11	localization	localization	NOUN
dpc-3583	257	12	of	of	ADP
dpc-3583	257	13	cutaneous	cutaneous	ADJ
dpc-3583	257	14	vasculature	vasculature	NOUN
dpc-3583	257	15	in	in	ADP
dpc-3583	257	16	dermoscopy	dermoscopy	NOUN
dpc-3583	257	17	images	image	NOUN
dpc-3583	257	18	via	via	ADP
dpc-3583	257	19	deep	deep	ADJ
dpc-3583	257	20	feature	feature	NOUN
dpc-3583	257	21	learning	learning	NOUN
dpc-3583	257	22	.	.	PUNCT
dpc-3583	258	1	j	j	PROPN
dpc-3583	258	2	med	med	PROPN
dpc-3583	258	3	syst	syst	PROPN
dpc-3583	258	4	.	.	PUNCT
dpc-3583	259	1	2018;42(2):33	2018;42(2):33	X
dpc-3583	259	2	.	.	PUNCT
dpc-3583	259	3	doi	doi	NOUN
dpc-3583	259	4	:	:	PUNCT
dpc-3583	259	5	10.1007	10.1007	NUM
dpc-3583	259	6	/s10916	/s10916	NUM
dpc-3583	259	7	-	-	PUNCT
dpc-3583	259	8	017	017	NUM
dpc-3583	259	9	-	-	PUNCT
dpc-3583	259	10	0885	0885	NUM
dpc-3583	259	11	-	-	SYM
dpc-3583	259	12	2	2	NUM
dpc-3583	259	13	.	.	PUNCT
dpc-3583	260	1	pmid	pmid	NOUN
dpc-3583	260	2	:	:	PUNCT
dpc-3583	260	3	29318397	29318397	NUM
dpc-3583	260	4	.	.	PUNCT
dpc-3583	261	1	27	27	NUM
dpc-3583	261	2	.	.	PUNCT
dpc-3583	262	1	sharma	sharma	PROPN
dpc-3583	262	2	an	an	PROPN
dpc-3583	262	3	,	,	PUNCT
dpc-3583	262	4	shwe	shwe	NOUN
dpc-3583	262	5	s	s	PROPN
dpc-3583	262	6	,	,	PUNCT
dpc-3583	262	7	mesinkovska	mesinkovska	PROPN
dpc-3583	262	8	na	na	PROPN
dpc-3583	262	9	.	.	PUNCT
dpc-3583	262	10	current	current	ADJ
dpc-3583	262	11	state	state	NOUN
dpc-3583	262	12	of	of	ADP
dpc-3583	262	13	machine	machine	NOUN
dpc-3583	262	14	learning	learning	NOUN
dpc-3583	262	15	for	for	ADP
dpc-3583	262	16	non	non	ADJ
dpc-3583	262	17	-	-	ADJ
dpc-3583	262	18	melanoma	melanoma	ADJ
dpc-3583	262	19	skin	skin	NOUN
dpc-3583	262	20	cancer	cancer	NOUN
dpc-3583	262	21	.	.	PUNCT
dpc-3583	263	1	arch	arch	ADJ
dpc-3583	263	2	dermatol	dermatol	NOUN
dpc-3583	263	3	res	re	NOUN
dpc-3583	263	4	.	.	PUNCT
dpc-3583	264	1	2022;314(4):325	2022;314(4):325	NUM
dpc-3583	264	2	-	-	SYM
dpc-3583	264	3	327	327	NUM
dpc-3583	264	4	.	.	PUNCT
dpc-3583	265	1	doi	doi	NOUN
dpc-3583	265	2	:	:	PUNCT
dpc-3583	265	3	10.1007	10.1007	NUM
dpc-3583	265	4	/	/	SYM
dpc-3583	265	5	s00403	s00403	NOUN
dpc-3583	265	6	-	-	PUNCT
dpc-3583	265	7	021	021	NUM
dpc-3583	265	8	-	-	PUNCT
dpc-3583	265	9	02236	02236	NUM
dpc-3583	265	10	-	-	SYM
dpc-3583	265	11	9	9	NUM
dpc-3583	265	12	.	.	PUNCT
dpc-3583	266	1	pmid	pmid	NOUN
dpc-3583	266	2	:	:	PUNCT
dpc-3583	266	3	33991230	33991230	NUM
dpc-3583	266	4	.	.	PUNCT
dpc-3583	267	1	28	28	NUM
dpc-3583	267	2	.	.	PUNCT
dpc-3583	267	3	zhu	zhu	PROPN
dpc-3583	268	1	x	x	SYM
dpc-3583	268	2	,	,	PUNCT
dpc-3583	268	3	zheng	zheng	PROPN
dpc-3583	268	4	b	b	PROPN
dpc-3583	268	5	,	,	PUNCT
dpc-3583	268	6	cai	cai	PROPN
dpc-3583	268	7	w	w	PROPN
dpc-3583	268	8	,	,	PUNCT
dpc-3583	268	9	et	et	PROPN
dpc-3583	268	10	al	al	PROPN
dpc-3583	268	11	.	.	PUNCT
dpc-3583	269	1	deep	deep	ADJ
dpc-3583	269	2	learning	learning	NOUN
dpc-3583	269	3	-	-	PUNCT
dpc-3583	269	4	based	base	VERB
dpc-3583	269	5	diagnosis	diagnosis	NOUN
dpc-3583	269	6	models	model	NOUN
dpc-3583	269	7	for	for	ADP
dpc-3583	269	8	onychomycosis	onychomycosis	NOUN
dpc-3583	269	9	in	in	ADP
dpc-3583	269	10	dermoscopy	dermoscopy	NOUN
dpc-3583	269	11	.	.	PUNCT
dpc-3583	270	1	mycoses	mycose	NOUN
dpc-3583	270	2	.	.	PUNCT
dpc-3583	271	1	2022;65(4	2022;65(4	NUM
dpc-3583	271	2	):	):	PUNCT
dpc-3583	271	3	466	466	NUM
dpc-3583	271	4	-	-	SYM
dpc-3583	271	5	472	472	NUM
dpc-3583	271	6	.	.	PUNCT
dpc-3583	272	1	z	z	NOUN
dpc-3583	272	2	doi	doi	NOUN
dpc-3583	272	3	:	:	PUNCT
dpc-3583	272	4	10.1111	10.1111	NUM
dpc-3583	272	5	/	/	SYM
dpc-3583	272	6	myc.13427	myc.13427	NOUN
dpc-3583	272	7	.	.	NOUN
dpc-3583	273	1	pmid	pmid	NOUN
dpc-3583	273	2	:	:	PUNCT
dpc-3583	273	3	35119144	35119144	NUM
dpc-3583	273	4	.	.	PUNCT
dpc-3583	274	1	29	29	NUM
dpc-3583	274	2	.	.	PUNCT
dpc-3583	275	1	ge	ge	PROPN
dpc-3583	275	2	l	l	PROPN
dpc-3583	275	3	,	,	PUNCT
dpc-3583	275	4	li	li	PROPN
dpc-3583	275	5	y	y	PROPN
dpc-3583	275	6	,	,	PUNCT
dpc-3583	275	7	wu	wu	PROPN
dpc-3583	275	8	y	y	PROPN
dpc-3583	275	9	,	,	PUNCT
dpc-3583	275	10	fan	fan	PROPN
dpc-3583	275	11	z	z	PROPN
dpc-3583	275	12	,	,	PUNCT
dpc-3583	275	13	song	song	PROPN
dpc-3583	275	14	z.	z.	PROPN
dpc-3583	275	15	differential	differential	PROPN
dpc-3583	275	16	diagnosis	diagnosis	NOUN
dpc-3583	275	17	of	of	ADP
dpc-3583	275	18	rosacea	rosacea	NOUN
dpc-3583	275	19	using	use	VERB
dpc-3583	275	20	machine	machine	NOUN
dpc-3583	275	21	learning	learning	NOUN
dpc-3583	275	22	and	and	CCONJ
dpc-3583	275	23	dermoscopy	dermoscopy	VERB
dpc-3583	275	24	.	.	PUNCT
dpc-3583	276	1	clin	clin	PROPN
dpc-3583	276	2	cosmet	cosmet	PROPN
dpc-3583	276	3	investig	investig	NOUN
dpc-3583	276	4	dermatol	dermatol	NOUN
dpc-3583	276	5	.	.	PUNCT
dpc-3583	277	1	2022;15:1465	2022;15:1465	NUM
dpc-3583	277	2	-	-	SYM
dpc-3583	277	3	1473	1473	NUM
dpc-3583	277	4	.	.	PUNCT
dpc-3583	278	1	doi	doi	NOUN
dpc-3583	278	2	:	:	PUNCT
dpc-3583	278	3	10.2147	10.2147	NUM
dpc-3583	278	4	/	/	SYM
dpc-3583	278	5	ccid	ccid	NOUN
dpc-3583	278	6	.s373534	.s373534	PUNCT
dpc-3583	278	7	.	.	PUNCT
dpc-3583	279	1	pmid	pmid	NOUN
dpc-3583	279	2	:	:	PUNCT
dpc-3583	279	3	35935599	35935599	NUM
dpc-3583	279	4	.	.	PUNCT
dpc-3583	280	1	pmcid	pmcid	NOUN
dpc-3583	280	2	:	:	PUNCT
dpc-3583	280	3	pmc9354760	pmc9354760	NOUN
dpc-3583	280	4	.	.	PUNCT
dpc-3583	281	1	30	30	NUM
dpc-3583	281	2	.	.	PUNCT
dpc-3583	282	1	jaworek	jaworek	NOUN
dpc-3583	282	2	-	-	PUNCT
dpc-3583	282	3	korjakowska	korjakowska	PROPN
dpc-3583	282	4	j.	j.	PROPN
dpc-3583	282	5	a	a	DET
dpc-3583	282	6	deep	deep	ADJ
dpc-3583	282	7	learning	learning	NOUN
dpc-3583	282	8	approach	approach	NOUN
dpc-3583	282	9	to	to	ADP
dpc-3583	282	10	vascular	vascular	ADJ
dpc-3583	282	11	structure	structure	NOUN
dpc-3583	282	12	segmentation	segmentation	NOUN
dpc-3583	282	13	in	in	ADP
dpc-3583	282	14	dermoscopy	dermoscopy	NOUN
dpc-3583	282	15	colour	colour	NOUN
dpc-3583	282	16	images	image	NOUN
dpc-3583	282	17	.	.	PUNCT
dpc-3583	282	18	biomed	biome	VERB
dpc-3583	282	19	res	re	NOUN
dpc-3583	282	20	int	int	NOUN
dpc-3583	282	21	.	.	PUNCT
dpc-3583	283	1	2018;2018:5049390	2018;2018:5049390	NUM
dpc-3583	283	2	.	.	PUNCT
dpc-3583	284	1	doi	doi	NOUN
dpc-3583	284	2	:	:	PUNCT
dpc-3583	284	3	10.1155/2018/5049390	10.1155/2018/5049390	NUM
dpc-3583	284	4	.	.	PUNCT
dpc-3583	285	1	pmid	pmid	NOUN
dpc-3583	285	2	:	:	PUNCT
dpc-3583	285	3	30515404	30515404	NUM
dpc-3583	285	4	.	.	PUNCT
dpc-3583	286	1	pmcid	pmcid	NOUN
dpc-3583	286	2	:	:	PUNCT
dpc-3583	286	3	pmc6236870	pmc6236870	NOUN
dpc-3583	286	4	.	.	PUNCT
dpc-3583	287	1	7	7	X
dpc-3583	287	2	.	.	X
dpc-3583	288	1	choo	choo	PROPN
dpc-3583	288	2	jy	jy	PROPN
dpc-3583	288	3	,	,	PUNCT
dpc-3583	288	4	bae	bae	PROPN
dpc-3583	288	5	jm	jm	PROPN
dpc-3583	288	6	,	,	PUNCT
dpc-3583	288	7	lee	lee	PROPN
dpc-3583	288	8	jh	jh	PROPN
dpc-3583	288	9	,	,	PUNCT
dpc-3583	288	10	lee	lee	PROPN
dpc-3583	288	11	jy	jy	PROPN
dpc-3583	288	12	,	,	PUNCT
dpc-3583	288	13	park	park	PROPN
dpc-3583	288	14	ym	ym	PROPN
dpc-3583	288	15	.	.	PUNCT
dpc-3583	289	1	blue	blue	ADJ
dpc-3583	289	2	-	-	PUNCT
dpc-3583	289	3	gray	gray	ADJ
dpc-3583	289	4	blotch	blotch	NOUN
dpc-3583	289	5	:	:	PUNCT
dpc-3583	289	6	a	a	DET
dpc-3583	289	7	helpful	helpful	ADJ
dpc-3583	289	8	dermoscopic	dermoscopic	NOUN
dpc-3583	289	9	finding	finding	NOUN
dpc-3583	289	10	in	in	ADP
dpc-3583	289	11	optimal	optimal	ADJ
dpc-3583	289	12	biopsy	biopsy	NOUN
dpc-3583	289	13	site	site	NOUN
dpc-3583	289	14	selection	selection	NOUN
dpc-3583	289	15	for	for	ADP
dpc-3583	289	16	true	true	ADJ
dpc-3583	289	17	vasculitis	vasculitis	PROPN
dpc-3583	289	18	.	.	PUNCT
dpc-3583	290	1	j	j	PROPN
dpc-3583	290	2	am	be	AUX
dpc-3583	290	3	acad	acad	ADJ
dpc-3583	290	4	dermatol	dermatol	NOUN
dpc-3583	290	5	.	.	PUNCT
dpc-3583	291	1	2016;75(4):836	2016;75(4):836	NUM
dpc-3583	291	2	-	-	SYM
dpc-3583	291	3	838	838	NUM
dpc-3583	291	4	.	.	PUNCT
dpc-3583	292	1	c	c	PROPN
dpc-3583	292	2	doi	doi	PROPN
dpc-3583	292	3	:	:	PUNCT
dpc-3583	292	4	10.1016	10.1016	NUM
dpc-3583	292	5	/	/	SYM
dpc-3583	292	6	j.jaad.2016.05.022	j.jaad.2016.05.022	PROPN
dpc-3583	292	7	.	.	PUNCT
dpc-3583	293	1	pmid	pmid	NOUN
dpc-3583	293	2	:	:	PUNCT
dpc-3583	293	3	27646743	27646743	NUM
dpc-3583	293	4	.	.	PUNCT
dpc-3583	294	1	8	8	X
dpc-3583	294	2	.	.	X
dpc-3583	294	3	quijano	quijano	PROPN
dpc-3583	294	4	-	-	PUNCT
dpc-3583	294	5	gomero	gomero	PROPN
dpc-3583	294	6	eg	eg	PROPN
dpc-3583	294	7	,	,	PUNCT
dpc-3583	294	8	rodríguez	rodríguez	PROPN
dpc-3583	294	9	-	-	PUNCT
dpc-3583	294	10	zúñiga	zúñiga	PROPN
dpc-3583	294	11	mjm	mjm	PROPN
dpc-3583	294	12	,	,	PUNCT
dpc-3583	294	13	sanz	sanz	PROPN
dpc-3583	294	14	-	-	PUNCT
dpc-3583	294	15	montero	montero	PROPN
dpc-3583	294	16	me	me	PROPN
dpc-3583	294	17	,	,	PUNCT
dpc-3583	294	18	durand	durand	NOUN
dpc-3583	294	19	-	-	PUNCT
dpc-3583	294	20	buse	buse	PROPN
dpc-3583	294	21	d.	d.	PROPN
dpc-3583	294	22	clinical	clinical	PROPN
dpc-3583	294	23	,	,	PUNCT
dpc-3583	294	24	dermoscopic	dermoscopic	NOUN
dpc-3583	294	25	and	and	CCONJ
dpc-3583	294	26	histologic	histologic	ADJ
dpc-3583	294	27	features	feature	NOUN
dpc-3583	294	28	of	of	ADP
dpc-3583	294	29	recurrent	recurrent	ADJ
dpc-3583	294	30	cutaneous	cutaneous	ADJ
dpc-3583	294	31	eosinophilic	eosinophilic	ADJ
dpc-3583	294	32	vasculitis	vasculitis	PROPN
dpc-3583	294	33	cases	case	NOUN
dpc-3583	294	34	.	.	PUNCT
dpc-3583	295	1	actas	actas	PROPN
dpc-3583	295	2	dermosifiliogr	dermosifiliogr	NOUN
dpc-3583	295	3	(	(	PUNCT
dpc-3583	295	4	engl	engl	PROPN
dpc-3583	295	5	ed	ed	NOUN
dpc-3583	295	6	)	)	PUNCT
dpc-3583	295	7	.	.	PUNCT
dpc-3583	296	1	2019;110(7):590	2019;110(7):590	NUM
dpc-3583	296	2	-	-	SYM
dpc-3583	296	3	596	596	NUM
dpc-3583	296	4	.	.	PUNCT
dpc-3583	297	1	doi	doi	NOUN
dpc-3583	297	2	:	:	PUNCT
dpc-3583	297	3	10.1016	10.1016	NUM
dpc-3583	297	4	/	/	SYM
dpc-3583	297	5	j.ad.2017.12.012	j.ad.2017.12.012	PROPN
dpc-3583	297	6	.	.	PUNCT
dpc-3583	298	1	pmid	pmid	NOUN
dpc-3583	298	2	:	:	PUNCT
dpc-3583	298	3	29937063	29937063	NUM
dpc-3583	298	4	.	.	PUNCT
dpc-3583	299	1	9	9	X
dpc-3583	299	2	.	.	X
dpc-3583	299	3	garcía	garcía	ADJ
dpc-3583	299	4	-	-	PUNCT
dpc-3583	299	5	garcía	garcía	ADJ
dpc-3583	299	6	b	b	NOUN
dpc-3583	299	7	,	,	PUNCT
dpc-3583	299	8	aubán	aubán	ADJ
dpc-3583	299	9	-	-	PUNCT
dpc-3583	299	10	pariente	pariente	NOUN
dpc-3583	299	11	j	j	PROPN
dpc-3583	299	12	,	,	PUNCT
dpc-3583	299	13	munguía	munguía	PROPN
dpc-3583	299	14	-	-	PUNCT
dpc-3583	299	15	calzada	calzada	PROPN
dpc-3583	299	16	p	p	PROPN
dpc-3583	299	17	,	,	PUNCT
dpc-3583	299	18	vivanco	vivanco	PROPN
dpc-3583	299	19	 	 	SPACE
dpc-3583	299	20	b	b	PROPN
dpc-3583	299	21	,	,	PUNCT
dpc-3583	299	22	argenziano	argenziano	ADJ
dpc-3583	299	23	g	g	NOUN
dpc-3583	299	24	,	,	PUNCT
dpc-3583	299	25	vázquez	vázquez	ADJ
dpc-3583	299	26	-	-	PUNCT
dpc-3583	299	27	lópez	lópez	ADJ
dpc-3583	299	28	f.	f.	PROPN
dpc-3583	299	29	development	development	PROPN
dpc-3583	299	30	of	of	ADP
dpc-3583	299	31	a	a	DET
dpc-3583	299	32	clinical	clinical	ADJ
dpc-3583	299	33	-	-	PUNCT
dpc-3583	299	34	dermoscopic	dermoscopic	NOUN
dpc-3583	299	35	model	model	NOUN
dpc-3583	299	36	for	for	ADP
dpc-3583	299	37	the	the	DET
dpc-3583	299	38	diagnosis	diagnosis	NOUN
dpc-3583	299	39	of	of	ADP
dpc-3583	299	40	urticarial	urticarial	ADJ
dpc-3583	299	41	vasculitis	vasculitis	PROPN
dpc-3583	299	42	.	.	PUNCT
dpc-3583	300	1	sci	sci	PROPN
dpc-3583	300	2	rep	rep	PROPN
dpc-3583	300	3	.	.	PROPN
dpc-3583	300	4	2020;10(1):6092	2020;10(1):6092	PROPN
dpc-3583	300	5	.	.	PUNCT
dpc-3583	301	1	doi	doi	NOUN
dpc-3583	301	2	:	:	PUNCT
dpc-3583	301	3	10.1038	10.1038	NUM
dpc-3583	301	4	/	/	SYM
dpc-3583	301	5	s41598	s41598	NOUN
dpc-3583	301	6	-	-	PUNCT
dpc-3583	301	7	020	020	NUM
dpc-3583	301	8	-63146	-63146	PROPN
dpc-3583	301	9	-	-	PUNCT
dpc-3583	301	10	w.	w.	PROPN
dpc-3583	301	11	pmid	pmid	PROPN
dpc-3583	301	12	:	:	PUNCT
dpc-3583	301	13	32269296	32269296	NUM
dpc-3583	301	14	.	.	PUNCT
dpc-3583	302	1	pmcid	pmcid	NOUN
dpc-3583	302	2	:	:	PUNCT
dpc-3583	302	3	pmc7142109	pmc7142109	ADJ
dpc-3583	302	4	.	.	PUNCT
dpc-3583	303	1	10	10	NUM
dpc-3583	303	2	.	.	PUNCT
dpc-3583	304	1	rosendahl	rosendahl	PROPN
dpc-3583	304	2	c	c	PROPN
dpc-3583	304	3	,	,	PUNCT
dpc-3583	304	4	tschandl	tschandl	NOUN
dpc-3583	304	5	p	p	NOUN
dpc-3583	304	6	,	,	PUNCT
dpc-3583	304	7	cameron	cameron	PROPN
dpc-3583	304	8	a	a	PROPN
dpc-3583	304	9	,	,	PUNCT
dpc-3583	304	10	kittler	kittler	NOUN
dpc-3583	304	11	h.	h.	PROPN
dpc-3583	304	12	diagnostic	diagnostic	ADJ
dpc-3583	304	13	accuracy	accuracy	NOUN
dpc-3583	304	14	of	of	ADP
dpc-3583	304	15	dermatoscopy	dermatoscopy	NOUN
dpc-3583	304	16	for	for	ADP
dpc-3583	304	17	melanocytic	melanocytic	ADJ
dpc-3583	304	18	and	and	CCONJ
dpc-3583	304	19	nonmelanocytic	nonmelanocytic	ADJ
dpc-3583	304	20	pigmented	pigmented	ADJ
dpc-3583	304	21	lesions	lesion	NOUN
dpc-3583	304	22	.	.	PUNCT
dpc-3583	305	1	j	j	PROPN
dpc-3583	305	2	am	be	AUX
dpc-3583	305	3	acad	acad	ADJ
dpc-3583	305	4	dermatol	dermatol	NOUN
dpc-3583	305	5	.	.	PUNCT
dpc-3583	306	1	2011;64(6):1068	2011;64(6):1068	NUM
dpc-3583	306	2	-	-	PUNCT
dpc-3583	306	3	1073	1073	NUM
dpc-3583	306	4	.	.	PUNCT
dpc-3583	307	1	doi	doi	NOUN
dpc-3583	307	2	:	:	PUNCT
dpc-3583	307	3	10.1016	10.1016	NUM
dpc-3583	307	4	/	/	SYM
dpc-3583	307	5	j.jaad.2010.03.039	j.jaad.2010.03.039	PROPN
dpc-3583	307	6	.	.	PUNCT
dpc-3583	308	1	pmid	pmid	NOUN
dpc-3583	308	2	:	:	PUNCT
dpc-3583	308	3	21440329	21440329	NUM
dpc-3583	308	4	.	.	PUNCT
dpc-3583	309	1	11	11	NUM
dpc-3583	309	2	.	.	PUNCT
dpc-3583	310	1	sinz	sinz	PROPN
dpc-3583	310	2	c	c	NOUN
dpc-3583	310	3	,	,	PUNCT
dpc-3583	310	4	tschandl	tschandl	NOUN
dpc-3583	310	5	p	p	NOUN
dpc-3583	310	6	,	,	PUNCT
dpc-3583	310	7	rosendahl	rosendahl	NOUN
dpc-3583	310	8	c	c	NOUN
dpc-3583	310	9	,	,	PUNCT
dpc-3583	310	10	et	et	PROPN
dpc-3583	310	11	al	al	PROPN
dpc-3583	310	12	.	.	PROPN
dpc-3583	310	13	accuracy	accuracy	NOUN
dpc-3583	310	14	of	of	ADP
dpc-3583	310	15	dermatoscopy	dermatoscopy	NOUN
dpc-3583	310	16	for	for	ADP
dpc-3583	310	17	the	the	DET
dpc-3583	310	18	diagnosis	diagnosis	NOUN
dpc-3583	310	19	of	of	ADP
dpc-3583	310	20	nonpigmented	nonpigmented	ADJ
dpc-3583	310	21	cancers	cancer	NOUN
dpc-3583	310	22	of	of	ADP
dpc-3583	310	23	the	the	DET
dpc-3583	310	24	skin	skin	NOUN
dpc-3583	310	25	.	.	PUNCT
dpc-3583	311	1	j	j	NOUN
dpc-3583	311	2	  	  	SPACE
dpc-3583	311	3	am	be	AUX
dpc-3583	311	4	acad	acad	ADJ
dpc-3583	311	5	dermatol	dermatol	NOUN
dpc-3583	311	6	.	.	PUNCT
dpc-3583	312	1	2017;77(6):1100	2017;77(6):1100	NUM
dpc-3583	312	2	-	-	SYM
dpc-3583	312	3	1109	1109	NUM
dpc-3583	312	4	.	.	PUNCT
dpc-3583	313	1	doi	doi	NOUN
dpc-3583	313	2	:	:	PUNCT
dpc-3583	313	3	10.1016	10.1016	NUM
dpc-3583	313	4	/	/	SYM
dpc-3583	313	5	j	j	PROPN
dpc-3583	313	6	.jaad.2017.07.022	.jaad.2017.07.022	PROPN
dpc-3583	313	7	.	.	PUNCT
dpc-3583	314	1	pmid	pmid	NOUN
dpc-3583	314	2	:	:	PUNCT
dpc-3583	314	3	28941871	28941871	NUM
dpc-3583	314	4	.	.	PUNCT
dpc-3583	315	1	12	12	NUM
dpc-3583	315	2	.	.	PUNCT
dpc-3583	316	1	seeja	seeja	PROPN
dpc-3583	316	2	rd	rd	PROPN
dpc-3583	316	3	,	,	PUNCT
dpc-3583	316	4	suresh	suresh	PROPN
dpc-3583	316	5	a.	a.	PROPN
dpc-3583	316	6	deep	deep	PROPN
dpc-3583	316	7	learning	learning	PROPN
dpc-3583	316	8	based	base	VERB
dpc-3583	316	9	skin	skin	NOUN
dpc-3583	316	10	lesion	lesion	NOUN
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dpc-3583	316	12	and	and	CCONJ
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dpc-3583	316	14	of	of	ADP
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dpc-3583	316	16	using	use	VERB
dpc-3583	316	17	support	support	NOUN
dpc-3583	316	18	vector	vector	NOUN
dpc-3583	316	19	machine	machine	NOUN
dpc-3583	316	20	(	(	PUNCT
dpc-3583	316	21	svm	svm	PROPN
dpc-3583	316	22	)	)	PUNCT
dpc-3583	316	23	.	.	PUNCT
dpc-3583	317	1	asian	asian	PROPN
dpc-3583	317	2	pac	pac	PROPN
dpc-3583	317	3	j	j	PROPN
dpc-3583	317	4	cancer	cancer	NOUN
dpc-3583	317	5	prev	prev	X
dpc-3583	317	6	.	.	PUNCT
dpc-3583	318	1	2019;20(5):1555	2019;20(5):1555	NUM
dpc-3583	318	2	-	-	SYM
dpc-3583	318	3	1561	1561	NUM
dpc-3583	318	4	.	.	PUNCT
dpc-3583	319	1	doi	doi	NOUN
dpc-3583	319	2	:	:	PUNCT
dpc-3583	319	3	10.31557	10.31557	NUM
dpc-3583	319	4	/	/	SYM
dpc-3583	319	5	apjcp.2019.20.5.1555	apjcp.2019.20.5.1555	PROPN
dpc-3583	319	6	.	.	PUNCT
dpc-3583	320	1	pmid	pmid	NOUN
dpc-3583	320	2	:	:	PUNCT
dpc-3583	320	3	31128062	31128062	NUM
dpc-3583	320	4	.	.	PUNCT
dpc-3583	321	1	pmcid	pmcid	NOUN
dpc-3583	321	2	:	:	PUNCT
dpc-3583	321	3	pmc6857898	pmc6857898	ADJ
dpc-3583	321	4	.	.	PUNCT
dpc-3583	322	1	13	13	NUM
dpc-3583	322	2	.	.	X
dpc-3583	322	3	tschandl	tschandl	PROPN
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dpc-3583	322	5	,	,	PUNCT
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dpc-3583	322	7	c	c	NOUN
dpc-3583	322	8	,	,	PUNCT
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dpc-3583	322	10	bn	bn	PROPN
dpc-3583	322	11	,	,	PUNCT
dpc-3583	322	12	aet	aet	PROPN
dpc-3583	322	13	al	al	PROPN
dpc-3583	322	14	.	.	PUNCT
dpc-3583	322	15	expert	expert	ADJ
dpc-3583	322	16	-	-	PUNCT
dpc-3583	322	17	level	level	NOUN
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dpc-3583	322	19	of	of	ADP
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dpc-3583	322	21	skin	skin	NOUN
dpc-3583	322	22	cancer	cancer	NOUN
dpc-3583	322	23	by	by	ADP
dpc-3583	322	24	combined	combine	VERB
dpc-3583	322	25	convolutional	convolutional	ADJ
dpc-3583	322	26	neural	neural	ADJ
dpc-3583	322	27	networks	network	NOUN
dpc-3583	322	28	.	.	PUNCT
dpc-3583	323	1	jama	jama	PROPN
dpc-3583	323	2	dermatol	dermatol	NOUN
dpc-3583	323	3	.	.	PUNCT
dpc-3583	324	1	2019;155(1):58	2019;155(1):58	NUM
dpc-3583	324	2	-	-	SYM
dpc-3583	324	3	65	65	NUM
dpc-3583	324	4	.	.	PUNCT
dpc-3583	325	1	doi	doi	NOUN
dpc-3583	325	2	:	:	PUNCT
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dpc-3583	325	4	/	/	SYM
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dpc-3583	325	6	.	.	PUNCT
dpc-3583	326	1	pmid	pmid	NOUN
dpc-3583	326	2	:	:	PUNCT
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dpc-3583	326	4	.	.	PUNCT
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dpc-3583	327	2	:	:	PUNCT
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dpc-3583	327	4	.	.	PUNCT
dpc-3583	328	1	14	14	NUM
dpc-3583	328	2	.	.	PUNCT
dpc-3583	328	3	murphree	murphree	PROPN
dpc-3583	328	4	dh	dh	PROPN
dpc-3583	328	5	,	,	PUNCT
dpc-3583	328	6	puri	puri	PROPN
dpc-3583	328	7	p	p	PROPN
dpc-3583	328	8	,	,	PUNCT
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dpc-3583	328	10	h	h	PROPN
dpc-3583	328	11	,	,	PUNCT
dpc-3583	328	12	et	et	PROPN
dpc-3583	328	13	al	al	PROPN
dpc-3583	328	14	.	.	PUNCT
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dpc-3583	329	5	:	:	PUNCT
dpc-3583	329	6	part	part	NOUN
dpc-3583	329	7	i.	i.	PROPN
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dpc-3583	329	10	.	.	PUNCT
dpc-3583	330	1	j	j	PROPN
dpc-3583	330	2	am	be	AUX
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dpc-3583	330	5	.	.	PUNCT
dpc-3583	331	1	2022;87(6):1343	2022;87(6):1343	NUM
dpc-3583	331	2	-	-	PUNCT
dpc-3583	331	3	1351	1351	NUM
dpc-3583	331	4	.	.	PUNCT
dpc-3583	332	1	doi	doi	NOUN
dpc-3583	332	2	:	:	PUNCT
dpc-3583	332	3	10.1016	10.1016	NUM
dpc-3583	332	4	/	/	SYM
dpc-3583	332	5	j.jaad.2020.05.056	j.jaad.2020.05.056	PROPN
dpc-3583	332	6	.	.	PUNCT
dpc-3583	333	1	pmid	pmid	NOUN
dpc-3583	333	2	:	:	PUNCT
dpc-3583	333	3	32434009	32434009	NUM
dpc-3583	333	4	.	.	PUNCT
dpc-3583	334	1	pmcid	pmcid	ADJ
dpc-3583	334	2	:	:	PUNCT
dpc-3583	334	3	pmc7669702	pmc7669702	NOUN
dpc-3583	334	4	.	.	PUNCT
dpc-3583	335	1	15	15	NUM
dpc-3583	335	2	.	.	X
dpc-3583	335	3	dg	dg	PROPN
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dpc-3583	335	5	,	,	PUNCT
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dpc-3583	335	8	,	,	PUNCT
dpc-3583	335	9	pe	pe	PROPN
dpc-3583	335	10	hart	hart	PROPN
dpc-3583	335	11	,	,	PUNCT
dpc-3583	335	12	d	d	PROPN
dpc-3583	335	13	stork	stork	NOUN
dpc-3583	335	14	.	.	PUNCT
dpc-3583	336	1	pattern	pattern	NOUN
dpc-3583	336	2	classification	classification	NOUN
dpc-3583	336	3	.	.	PUNCT
dpc-3583	337	1	2001	2001	NUM
dpc-3583	337	2	wiley	wiley	NOUN
dpc-3583	337	3	:	:	PUNCT
dpc-3583	337	4	hoboken	hoboken	PROPN
dpc-3583	337	5	,	,	PUNCT
dpc-3583	337	6	nj	nj	PROPN
dpc-3583	337	7	,	,	PUNCT
dpc-3583	337	8	usa	usa	PROPN
dpc-3583	337	9	.	.	PROPN
dpc-3583	337	10	16	16	NUM
dpc-3583	337	11	.	.	PUNCT
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dpc-3583	338	2	jm	jm	PROPN
dpc-3583	338	3	,	,	PUNCT
dpc-3583	338	4	bella	bella	NOUN
dpc-3583	338	5	-	-	NOUN
dpc-3583	338	6	navarro	navarro	ADJ
dpc-3583	338	7	r	r	PROPN
dpc-3583	338	8	,	,	PUNCT
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dpc-3583	338	10	e.	e.	PROPN
dpc-3583	338	11	vascularización	vascularización	PROPN
dpc-3583	338	12	en	en	PROPN
dpc-3583	338	13	dermatoscopia	dermatoscopia	PROPN
dpc-3583	339	1	[	[	X
dpc-3583	339	2	vascular	vascular	ADJ
dpc-3583	339	3	patterns	pattern	NOUN
dpc-3583	339	4	in	in	ADP
dpc-3583	339	5	dermoscopy	dermoscopy	NOUN
dpc-3583	339	6	]	]	PUNCT
dpc-3583	339	7	.	.	PUNCT
dpc-3583	339	8	actas	actas	PROPN
dpc-3583	339	9	dermosifiliogr	dermosifiliogr	NOUN
dpc-3583	339	10	.	.	PUNCT
dpc-3583	340	1	2012;103(5):357	2012;103(5):357	NUM
dpc-3583	340	2	-	-	SYM
dpc-3583	340	3	75	75	NUM
dpc-3583	340	4	.	.	PUNCT
dpc-3583	341	1	doi	doi	NOUN
dpc-3583	341	2	:	:	PUNCT
dpc-3583	341	3	10.1016	10.1016	NUM
dpc-3583	341	4	/	/	SYM
dpc-3583	341	5	j.ad.2011.11.005	j.ad.2011.11.005	PROPN
dpc-3583	341	6	.	.	PUNCT
dpc-3583	342	1	pmid	pmid	NOUN
dpc-3583	342	2	:	:	PUNCT
dpc-3583	342	3	22463770	22463770	NUM
dpc-3583	342	4	.	.	PUNCT
dpc-3583	343	1	17	17	NUM
dpc-3583	343	2	.	.	PUNCT
dpc-3583	344	1	vazquez	vazquez	NOUN
dpc-3583	344	2	-	-	PUNCT
dpc-3583	344	3	lopez	lopez	PROPN
dpc-3583	344	4	f	f	PROPN
dpc-3583	344	5	,	,	PUNCT
dpc-3583	344	6	garcía	garcía	ADV
dpc-3583	344	7	-	-	PUNCT
dpc-3583	344	8	garcía	garcía	ADJ
dpc-3583	344	9	b	b	NOUN
dpc-3583	344	10	,	,	PUNCT
dpc-3583	344	11	sanchez	sanchez	PROPN
dpc-3583	344	12	-	-	PUNCT
dpc-3583	344	13	martin	martin	PROPN
dpc-3583	344	14	j	j	PROPN
dpc-3583	344	15	,	,	PUNCT
dpc-3583	344	16	argenziano	argenziano	ADJ
dpc-3583	344	17	 	 	SPACE
dpc-3583	344	18	g.	g.	PROPN
dpc-3583	344	19	dermoscopic	dermoscopic	PROPN
dpc-3583	344	20	patterns	pattern	NOUN
dpc-3583	344	21	of	of	ADP
dpc-3583	344	22	purpuric	purpuric	ADJ
dpc-3583	344	23	lesions	lesion	NOUN
dpc-3583	344	24	.	.	PUNCT
dpc-3583	345	1	arch	arch	ADJ
dpc-3583	345	2	dermatol	dermatol	NOUN
dpc-3583	345	3	.	.	PUNCT
dpc-3583	346	1	2010;146(8):938	2010;146(8):938	NOUN
dpc-3583	346	2	.	.	PUNCT
dpc-3583	347	1	doi	doi	NOUN
dpc-3583	347	2	:	:	PUNCT
dpc-3583	347	3	10.1001	10.1001	NUM
dpc-3583	347	4	/	/	SYM
dpc-3583	347	5	archdermatol	archdermatol	NOUN
dpc-3583	347	6	.2010.162	.2010.162	NOUN
dpc-3583	347	7	.	.	PUNCT
dpc-3583	348	1	pmid	pmid	NOUN
dpc-3583	348	2	:	:	PUNCT
dpc-3583	348	3	20713845	20713845	NUM
dpc-3583	348	4	.	.	PUNCT
dpc-3583	349	1	18	18	NUM
dpc-3583	349	2	.	.	PUNCT
dpc-3583	350	1	sgouros	sgouro	NOUN
dpc-3583	350	2	d	d	X
dpc-3583	350	3	,	,	PUNCT
dpc-3583	350	4	apalla	apalla	PROPN
dpc-3583	350	5	z	z	PROPN
dpc-3583	350	6	,	,	PUNCT
dpc-3583	350	7	ioannides	ioannide	NOUN
dpc-3583	350	8	d	d	PROPN
dpc-3583	350	9	,	,	PUNCT
dpc-3583	350	10	et	et	PROPN
dpc-3583	350	11	al	al	PROPN
dpc-3583	350	12	.	.	PROPN
dpc-3583	350	13	dermoscopy	dermoscopy	NOUN
dpc-3583	350	14	of	of	ADP
dpc-3583	350	15	common	common	ADJ
dpc-3583	350	16	inflammatory	inflammatory	ADJ
dpc-3583	350	17	disorders	disorder	NOUN
dpc-3583	350	18	.	.	PUNCT
dpc-3583	351	1	dermatol	dermatol	NOUN
dpc-3583	351	2	clin	clin	PROPN
dpc-3583	351	3	.	.	PUNCT
dpc-3583	352	1	2018;36(4):359	2018;36(4):359	PROPN
dpc-3583	352	2	-	-	PUNCT
dpc-3583	352	3	368	368	NUM
dpc-3583	352	4	.	.	PUNCT