id	sid	tid	token	lemma	pos
dpc-503	1	1	dermatology	dermatology	NOUN
dpc-503	1	2	:	:	PUNCT
dpc-503	1	3	practical	practical	ADJ
dpc-503	1	4	and	and	CCONJ
dpc-503	1	5	conceptual	conceptual	ADJ
dpc-503	1	6	324	324	NUM
dpc-503	1	7	research	research	NOUN
dpc-503	1	8	|	|	ADV
dpc-503	1	9	dermatol	dermatol	NOUN
dpc-503	1	10	pract	pract	NOUN
dpc-503	1	11	concept	concept	NOUN
dpc-503	1	12	2018;8(4):16	2018;8(4):16	NUM
dpc-503	1	13	dermatology	dermatology	NOUN
dpc-503	1	14	practical	practical	ADJ
dpc-503	1	15	&	&	CCONJ
dpc-503	1	16	conceptual	conceptual	ADJ
dpc-503	1	17	www.derm101.com	www.derm101.com	X
dpc-503	1	18	impact	impact	NOUN
dpc-503	1	19	of	of	ADP
dpc-503	1	20	clinical	clinical	ADJ
dpc-503	1	21	and	and	CCONJ
dpc-503	1	22	personal	personal	ADJ
dpc-503	1	23	data	datum	NOUN
dpc-503	1	24	in	in	ADP
dpc-503	1	25	the	the	DET
dpc-503	1	26	dermoscopic	dermoscopic	ADJ
dpc-503	1	27	differentiation	differentiation	NOUN
dpc-503	1	28	between	between	ADP
dpc-503	1	29	early	early	ADJ
dpc-503	1	30	melanoma	melanoma	NOUN
dpc-503	1	31	and	and	CCONJ
dpc-503	1	32	atypical	atypical	ADJ
dpc-503	1	33	nevi	nevi	ADJ
dpc-503	1	34	linda	linda	PROPN
dpc-503	1	35	tognetti1,2	tognetti1,2	PROPN
dpc-503	1	36	,	,	PUNCT
dpc-503	1	37	elisa	elisa	PROPN
dpc-503	1	38	cinotti1	cinotti1	PROPN
dpc-503	1	39	,	,	PUNCT
dpc-503	1	40	elvira	elvira	PROPN
dpc-503	1	41	moscarella3,4	moscarella3,4	PROPN
dpc-503	1	42	,	,	PUNCT
dpc-503	1	43	francesca	francesca	PROPN
dpc-503	1	44	farnetani5	farnetani5	PROPN
dpc-503	1	45	,	,	PUNCT
dpc-503	1	46	josep	josep	PROPN
dpc-503	1	47	malvehy6	malvehy6	PROPN
dpc-503	1	48	,	,	PUNCT
dpc-503	1	49	aimilios	aimilios	PROPN
dpc-503	1	50	lallas7	lallas7	PROPN
dpc-503	1	51	,	,	PUNCT
dpc-503	1	52	giovanni	giovanni	PROPN
dpc-503	1	53	pellacani5	pellacani5	PROPN
dpc-503	1	54	,	,	PUNCT
dpc-503	1	55	giuseppe	giuseppe	PROPN
dpc-503	1	56	argenziano3,4	argenziano3,4	PROPN
dpc-503	1	57	,	,	PUNCT
dpc-503	1	58	gabriele	gabriele	PROPN
dpc-503	1	59	cevenini2	cevenini2	PROPN
dpc-503	1	60	,	,	PUNCT
dpc-503	1	61	pietro	pietro	NOUN
dpc-503	1	62	rubegni1	rubegni1	PROPN
dpc-503	1	63	1	1	NUM
dpc-503	1	64	 	 	SPACE
dpc-503	1	65	dermatology	dermatology	NOUN
dpc-503	1	66	division	division	NOUN
dpc-503	1	67	,	,	PUNCT
dpc-503	1	68	department	department	NOUN
dpc-503	1	69	of	of	ADP
dpc-503	1	70	medical	medical	ADJ
dpc-503	1	71	,	,	PUNCT
dpc-503	1	72	surgical	surgical	ADJ
dpc-503	1	73	and	and	CCONJ
dpc-503	1	74	neurosciences	neuroscience	NOUN
dpc-503	1	75	,	,	PUNCT
dpc-503	1	76	university	university	PROPN
dpc-503	1	77	of	of	ADP
dpc-503	1	78	siena	siena	PROPN
dpc-503	1	79	,	,	PUNCT
dpc-503	1	80	siena	siena	PROPN
dpc-503	1	81	,	,	PUNCT
dpc-503	1	82	italy	italy	PROPN
dpc-503	1	83	2	2	NUM
dpc-503	1	84	 	 	SPACE
dpc-503	1	85	department	department	NOUN
dpc-503	1	86	of	of	ADP
dpc-503	1	87	medical	medical	ADJ
dpc-503	1	88	biotechnologies	biotechnology	NOUN
dpc-503	1	89	,	,	PUNCT
dpc-503	1	90	university	university	NOUN
dpc-503	1	91	of	of	ADP
dpc-503	1	92	siena	siena	PROPN
dpc-503	1	93	,	,	PUNCT
dpc-503	1	94	siena	siena	PROPN
dpc-503	1	95	,	,	PUNCT
dpc-503	1	96	italy	italy	PROPN
dpc-503	1	97	3	3	NUM
dpc-503	1	98	 	 	SPACE
dpc-503	1	99	skin	skin	NOUN
dpc-503	1	100	cancer	cancer	NOUN
dpc-503	1	101	unit	unit	NOUN
dpc-503	1	102	,	,	PUNCT
dpc-503	1	103	arcispedale	arcispedale	PROPN
dpc-503	1	104	santa	santa	PROPN
dpc-503	1	105	maria	maria	PROPN
dpc-503	1	106	nuova	nuova	PROPN
dpc-503	1	107	,	,	PUNCT
dpc-503	1	108	irccs	irccs	NOUN
dpc-503	1	109	,	,	PUNCT
dpc-503	1	110	reggio	reggio	PROPN
dpc-503	1	111	emilia	emilia	PROPN
dpc-503	1	112	,	,	PUNCT
dpc-503	1	113	italy	italy	PROPN
dpc-503	1	114	4	4	NUM
dpc-503	1	115	 	 	SPACE
dpc-503	1	116	dermatology	dermatology	NOUN
dpc-503	1	117	unit	unit	NOUN
dpc-503	1	118	,	,	PUNCT
dpc-503	1	119	university	university	PROPN
dpc-503	1	120	of	of	ADP
dpc-503	1	121	campania	campania	PROPN
dpc-503	1	122	,	,	PUNCT
dpc-503	1	123	naples	naples	PROPN
dpc-503	1	124	,	,	PUNCT
dpc-503	1	125	italy	italy	PROPN
dpc-503	1	126	5	5	NUM
dpc-503	1	127	 	 	SPACE
dpc-503	1	128	department	department	NOUN
dpc-503	1	129	of	of	ADP
dpc-503	1	130	dermatology	dermatology	NOUN
dpc-503	1	131	,	,	PUNCT
dpc-503	1	132	university	university	NOUN
dpc-503	1	133	of	of	ADP
dpc-503	1	134	modena	modena	PROPN
dpc-503	1	135	and	and	CCONJ
dpc-503	1	136	reggio	reggio	PROPN
dpc-503	1	137	emilia	emilia	PROPN
dpc-503	1	138	,	,	PUNCT
dpc-503	1	139	modena	modena	PROPN
dpc-503	1	140	italy	italy	PROPN
dpc-503	1	141	6	6	NUM
dpc-503	1	142	 	 	SPACE
dpc-503	1	143	melanoma	melanoma	PROPN
dpc-503	1	144	unit	unit	NOUN
dpc-503	1	145	,	,	PUNCT
dpc-503	1	146	department	department	NOUN
dpc-503	1	147	of	of	ADP
dpc-503	1	148	dermatology	dermatology	NOUN
dpc-503	1	149	,	,	PUNCT
dpc-503	1	150	university	university	PROPN
dpc-503	1	151	of	of	ADP
dpc-503	1	152	barcelona	barcelona	PROPN
dpc-503	1	153	,	,	PUNCT
dpc-503	1	154	barcelona	barcelona	PROPN
dpc-503	1	155	,	,	PUNCT
dpc-503	1	156	spain	spain	PROPN
dpc-503	1	157	7	7	NUM
dpc-503	1	158	 	 	SPACE
dpc-503	1	159	first	first	ADJ
dpc-503	1	160	department	department	NOUN
dpc-503	1	161	of	of	ADP
dpc-503	1	162	dermatology	dermatology	NOUN
dpc-503	1	163	,	,	PUNCT
dpc-503	1	164	aristotele	aristotele	PROPN
dpc-503	1	165	university	university	PROPN
dpc-503	1	166	,	,	PUNCT
dpc-503	1	167	thessaloniki	thessaloniki	PROPN
dpc-503	1	168	,	,	PUNCT
dpc-503	1	169	greece	greece	PROPN
dpc-503	1	170	key	key	ADJ
dpc-503	1	171	words	word	NOUN
dpc-503	1	172	:	:	PUNCT
dpc-503	1	173	melanoma	melanoma	ADJ
dpc-503	1	174	,	,	PUNCT
dpc-503	1	175	atypical	atypical	ADJ
dpc-503	1	176	nevi	nevi	NOUN
dpc-503	1	177	,	,	PUNCT
dpc-503	1	178	dermoscopy	dermoscopy	NOUN
dpc-503	1	179	,	,	PUNCT
dpc-503	1	180	clinical	clinical	ADJ
dpc-503	1	181	and	and	CCONJ
dpc-503	1	182	personal	personal	ADJ
dpc-503	1	183	data	datum	NOUN
dpc-503	1	184	citation	citation	NOUN
dpc-503	1	185	:	:	PUNCT
dpc-503	1	186	tognetti	tognetti	PROPN
dpc-503	1	187	l	l	PROPN
dpc-503	1	188	,	,	PUNCT
dpc-503	1	189	cinotti	cinotti	NOUN
dpc-503	1	190	e	e	NOUN
dpc-503	1	191	,	,	PUNCT
dpc-503	1	192	moscarella	moscarella	NOUN
dpc-503	1	193	e	e	NOUN
dpc-503	1	194	,	,	PUNCT
dpc-503	1	195	farnetani	farnetani	PROPN
dpc-503	1	196	f	f	X
dpc-503	1	197	,	,	PUNCT
dpc-503	1	198	malvehy	malvehy	PROPN
dpc-503	1	199	j	j	PROPN
dpc-503	1	200	,	,	PUNCT
dpc-503	1	201	lallas	lallas	PROPN
dpc-503	1	202	a	a	PRON
dpc-503	1	203	,	,	PUNCT
dpc-503	1	204	pellacani	pellacani	ADJ
dpc-503	1	205	g	g	NOUN
dpc-503	1	206	,	,	PUNCT
dpc-503	1	207	argenziano	argenziano	ADJ
dpc-503	1	208	g	g	NOUN
dpc-503	1	209	,	,	PUNCT
dpc-503	1	210	cevenini	cevenini	VERB
dpc-503	1	211	g	g	NOUN
dpc-503	1	212	,	,	PUNCT
dpc-503	1	213	rubegni	rubegni	NOUN
dpc-503	1	214	p.	p.	NOUN
dpc-503	1	215	impact	impact	NOUN
dpc-503	1	216	of	of	ADP
dpc-503	1	217	clinical	clinical	ADJ
dpc-503	1	218	and	and	CCONJ
dpc-503	1	219	personal	personal	ADJ
dpc-503	1	220	data	datum	NOUN
dpc-503	1	221	in	in	ADP
dpc-503	1	222	the	the	DET
dpc-503	1	223	dermoscopic	dermoscopic	ADJ
dpc-503	1	224	differentiation	differentiation	NOUN
dpc-503	1	225	between	between	ADP
dpc-503	1	226	early	early	ADJ
dpc-503	1	227	melanoma	melanoma	NOUN
dpc-503	1	228	and	and	CCONJ
dpc-503	1	229	atypical	atypical	ADJ
dpc-503	1	230	nevi	nevi	NOUN
dpc-503	1	231	.	.	PUNCT
dpc-503	2	1	dermatol	dermatol	NOUN
dpc-503	2	2	pract	pract	PROPN
dpc-503	2	3	concept	concept	NOUN
dpc-503	2	4	.	.	PUNCT
dpc-503	3	1	2018;8(4):324	2018;8(4):324	NUM
dpc-503	3	2	-	-	SYM
dpc-503	3	3	327	327	NUM
dpc-503	3	4	.	.	PUNCT
dpc-503	4	1	doi	doi	NOUN
dpc-503	4	2	:	:	PUNCT
dpc-503	4	3	https://doi.org/10.5826/dpc.0804a16	https://doi.org/10.5826/dpc.0804a16	NOUN
dpc-503	4	4	received	receive	VERB
dpc-503	4	5	:	:	PUNCT
dpc-503	4	6	march	march	PROPN
dpc-503	4	7	 	 	SPACE
dpc-503	4	8	26	26	NUM
dpc-503	4	9	,	,	PUNCT
dpc-503	4	10	2018	2018	NUM
dpc-503	4	11	;	;	PUNCT
dpc-503	4	12	accepted	accept	VERB
dpc-503	4	13	:	:	PUNCT
dpc-503	4	14	may	may	AUX
dpc-503	4	15	 	 	SPACE
dpc-503	4	16	23	23	NUM
dpc-503	4	17	,	,	PUNCT
dpc-503	4	18	2018	2018	NUM
dpc-503	4	19	;	;	PUNCT
dpc-503	4	20	published	publish	VERB
dpc-503	4	21	:	:	PUNCT
dpc-503	4	22	october	october	PROPN
dpc-503	4	23	 	 	SPACE
dpc-503	4	24	31	31	NUM
dpc-503	4	25	,	,	PUNCT
dpc-503	4	26	2018	2018	NUM
dpc-503	4	27	copyright	copyright	NOUN
dpc-503	4	28	:	:	PUNCT
dpc-503	5	1	©	©	PROPN
dpc-503	5	2	2018	2018	NUM
dpc-503	5	3	 	 	SPACE
dpc-503	5	4	tognetti	tognetti	PROPN
dpc-503	5	5	et	et	PROPN
dpc-503	5	6	 	 	SPACE
dpc-503	5	7	al	al	PROPN
dpc-503	5	8	.	.	PUNCT
dpc-503	6	1	this	this	PRON
dpc-503	6	2	is	be	AUX
dpc-503	6	3	an	an	DET
dpc-503	6	4	open	open	ADJ
dpc-503	6	5	-	-	PUNCT
dpc-503	6	6	access	access	NOUN
dpc-503	6	7	article	article	NOUN
dpc-503	6	8	distributed	distribute	VERB
dpc-503	6	9	under	under	ADP
dpc-503	6	10	the	the	DET
dpc-503	6	11	terms	term	NOUN
dpc-503	6	12	of	of	ADP
dpc-503	6	13	the	the	DET
dpc-503	6	14	creative	creative	ADJ
dpc-503	6	15	commons	common	NOUN
dpc-503	6	16	attribution	attribution	NOUN
dpc-503	6	17	license	license	NOUN
dpc-503	6	18	,	,	PUNCT
dpc-503	6	19	which	which	PRON
dpc-503	6	20	permits	permit	VERB
dpc-503	6	21	unrestricted	unrestricted	ADJ
dpc-503	6	22	use	use	NOUN
dpc-503	6	23	,	,	PUNCT
dpc-503	6	24	distribution	distribution	NOUN
dpc-503	6	25	,	,	PUNCT
dpc-503	6	26	and	and	CCONJ
dpc-503	6	27	reproduction	reproduction	NOUN
dpc-503	6	28	in	in	ADP
dpc-503	6	29	any	any	DET
dpc-503	6	30	medium	medium	NOUN
dpc-503	6	31	,	,	PUNCT
dpc-503	6	32	provided	provide	VERB
dpc-503	6	33	the	the	DET
dpc-503	6	34	original	original	ADJ
dpc-503	6	35	author	author	NOUN
dpc-503	6	36	and	and	CCONJ
dpc-503	6	37	source	source	NOUN
dpc-503	6	38	are	be	AUX
dpc-503	6	39	credited	credit	VERB
dpc-503	6	40	.	.	PUNCT
dpc-503	7	1	funding	funding	NOUN
dpc-503	7	2	:	:	PUNCT
dpc-503	7	3	none	none	NOUN
dpc-503	7	4	.	.	PUNCT
dpc-503	8	1	competing	compete	VERB
dpc-503	8	2	interests	interest	NOUN
dpc-503	8	3	:	:	PUNCT
dpc-503	8	4	the	the	DET
dpc-503	8	5	authors	author	NOUN
dpc-503	8	6	have	have	VERB
dpc-503	8	7	no	no	DET
dpc-503	8	8	conflicts	conflict	NOUN
dpc-503	8	9	of	of	ADP
dpc-503	8	10	interest	interest	NOUN
dpc-503	8	11	to	to	PART
dpc-503	8	12	disclose	disclose	VERB
dpc-503	8	13	.	.	PUNCT
dpc-503	9	1	all	all	DET
dpc-503	9	2	authors	author	NOUN
dpc-503	9	3	have	have	AUX
dpc-503	9	4	contributed	contribute	VERB
dpc-503	9	5	significantly	significantly	ADV
dpc-503	9	6	to	to	ADP
dpc-503	9	7	this	this	DET
dpc-503	9	8	publication	publication	NOUN
dpc-503	9	9	.	.	PUNCT
dpc-503	10	1	lt	lt	NOUN
dpc-503	10	2	and	and	CCONJ
dpc-503	10	3	pr	pr	PROPN
dpc-503	10	4	contributed	contribute	VERB
dpc-503	10	5	equally	equally	ADV
dpc-503	10	6	to	to	ADP
dpc-503	10	7	this	this	DET
dpc-503	10	8	study	study	NOUN
dpc-503	10	9	.	.	PUNCT
dpc-503	11	1	corresponding	correspond	VERB
dpc-503	11	2	author	author	NOUN
dpc-503	11	3	:	:	PUNCT
dpc-503	11	4	linda	linda	PROPN
dpc-503	11	5	tognetti	tognetti	PROPN
dpc-503	11	6	,	,	PUNCT
dpc-503	11	7	md	md	PROPN
dpc-503	11	8	,	,	PUNCT
dpc-503	11	9	hospital	hospital	PROPN
dpc-503	11	10	s.	s.	PROPN
dpc-503	11	11	maria	maria	PROPN
dpc-503	12	1	alle	alle	PROPN
dpc-503	12	2	scotte	scotte	PROPN
dpc-503	12	3	,	,	PUNCT
dpc-503	12	4	viale	viale	PROPN
dpc-503	12	5	bracci	bracci	NOUN
dpc-503	12	6	 	 	SPACE
dpc-503	12	7	16	16	NUM
dpc-503	12	8	,	,	PUNCT
dpc-503	12	9	53100	53100	NUM
dpc-503	12	10	 	 	SPACE
dpc-503	12	11	siena	siena	PROPN
dpc-503	12	12	,	,	PUNCT
dpc-503	12	13	italy	italy	PROPN
dpc-503	12	14	.	.	PUNCT
dpc-503	12	15	email	email	PROPN
dpc-503	12	16	:	:	PUNCT
dpc-503	12	17	l.tognetti@	l.tognetti@	VERB
dpc-503	12	18	studentunisi.it	studentunisi.it	DET
dpc-503	12	19	background	background	NOUN
dpc-503	12	20	:	:	PUNCT
dpc-503	12	21	differential	differential	ADJ
dpc-503	12	22	diagnosis	diagnosis	NOUN
dpc-503	12	23	of	of	ADP
dpc-503	12	24	clinically	clinically	ADV
dpc-503	12	25	atypical	atypical	ADJ
dpc-503	12	26	nevi	nevi	NOUN
dpc-503	12	27	(	(	PUNCT
dpc-503	12	28	an	an	NOUN
dpc-503	12	29	)	)	PUNCT
dpc-503	12	30	and	and	CCONJ
dpc-503	12	31	early	early	ADJ
dpc-503	12	32	melanomas	melanomas	NOUN
dpc-503	12	33	(	(	PUNCT
dpc-503	12	34	emm	emm	PROPN
dpc-503	12	35	)	)	PUNCT
dpc-503	12	36	still	still	ADV
dpc-503	12	37	represents	represent	VERB
dpc-503	12	38	a	a	DET
dpc-503	12	39	challenge	challenge	NOUN
dpc-503	12	40	even	even	ADV
dpc-503	12	41	for	for	ADP
dpc-503	12	42	experienced	experienced	ADJ
dpc-503	12	43	dermoscopists	dermoscopist	NOUN
dpc-503	12	44	,	,	PUNCT
dpc-503	12	45	as	as	SCONJ
dpc-503	12	46	dermoscopy	dermoscopy	NOUN
dpc-503	12	47	alone	alone	ADV
dpc-503	12	48	is	be	AUX
dpc-503	12	49	not	not	PART
dpc-503	12	50	sufficient	sufficient	ADJ
dpc-503	12	51	to	to	PART
dpc-503	12	52	adequately	adequately	ADV
dpc-503	12	53	differentiate	differentiate	VERB
dpc-503	12	54	these	these	DET
dpc-503	12	55	equivocal	equivocal	ADJ
dpc-503	12	56	melanocytic	melanocytic	ADJ
dpc-503	12	57	skin	skin	NOUN
dpc-503	12	58	lesions	lesion	NOUN
dpc-503	12	59	(	(	PUNCT
dpc-503	12	60	msls	msls	NOUN
dpc-503	12	61	)	)	PUNCT
dpc-503	12	62	.	.	PUNCT
dpc-503	13	1	objectives	objective	NOUN
dpc-503	13	2	:	:	PUNCT
dpc-503	13	3	the	the	DET
dpc-503	13	4	objectives	objective	NOUN
dpc-503	13	5	of	of	ADP
dpc-503	13	6	this	this	DET
dpc-503	13	7	study	study	NOUN
dpc-503	13	8	were	be	AUX
dpc-503	13	9	to	to	PART
dpc-503	13	10	investigate	investigate	VERB
dpc-503	13	11	what	what	PRON
dpc-503	13	12	were	be	AUX
dpc-503	13	13	the	the	DET
dpc-503	13	14	most	most	ADV
dpc-503	13	15	relevant	relevant	ADJ
dpc-503	13	16	parameters	parameter	NOUN
dpc-503	13	17	for	for	ADP
dpc-503	13	18	noninvasive	noninvasive	ADJ
dpc-503	13	19	differential	differential	ADJ
dpc-503	13	20	diagnosis	diagnosis	NOUN
dpc-503	13	21	between	between	ADP
dpc-503	13	22	emm	emm	PROPN
dpc-503	13	23	and	and	CCONJ
dpc-503	13	24	an	an	PRON
dpc-503	13	25	among	among	ADP
dpc-503	13	26	clinical	clinical	ADJ
dpc-503	13	27	,	,	PUNCT
dpc-503	13	28	personal	personal	ADJ
dpc-503	13	29	,	,	PUNCT
dpc-503	13	30	and	and	CCONJ
dpc-503	13	31	dermoscopic	dermoscopic	ADJ
dpc-503	13	32	data	datum	NOUN
dpc-503	13	33	and	and	CCONJ
dpc-503	13	34	to	to	PART
dpc-503	13	35	evaluate	evaluate	VERB
dpc-503	13	36	their	their	PRON
dpc-503	13	37	impact	impact	NOUN
dpc-503	13	38	as	as	ADP
dpc-503	13	39	risk	risk	NOUN
dpc-503	13	40	factors	factor	NOUN
dpc-503	13	41	for	for	ADP
dpc-503	13	42	malignancy	malignancy	NOUN
dpc-503	13	43	.	.	PUNCT
dpc-503	14	1	methods	method	NOUN
dpc-503	14	2	:	:	PUNCT
dpc-503	14	3	this	this	PRON
dpc-503	14	4	was	be	AUX
dpc-503	14	5	a	a	DET
dpc-503	14	6	retrospective	retrospective	ADJ
dpc-503	14	7	study	study	NOUN
dpc-503	14	8	performed	perform	VERB
dpc-503	14	9	on	on	ADP
dpc-503	14	10	 	 	SPACE
dpc-503	14	11	450	450	NUM
dpc-503	14	12	 	 	SPACE
dpc-503	14	13	msls	msls	NOUN
dpc-503	14	14	excised	excise	VERB
dpc-503	14	15	from	from	ADP
dpc-503	14	16	 	 	SPACE
dpc-503	14	17	2014	2014	NUM
dpc-503	14	18	 	 	SPACE
dpc-503	14	19	to	to	ADP
dpc-503	14	20	 	 	SPACE
dpc-503	14	21	2016	2016	NUM
dpc-503	14	22	 	 	SPACE
dpc-503	14	23	with	with	ADP
dpc-503	14	24	a	a	DET
dpc-503	14	25	suspicion	suspicion	NOUN
dpc-503	14	26	of	of	ADP
dpc-503	14	27	malignancy	malignancy	NOUN
dpc-503	14	28	.	.	PUNCT
dpc-503	15	1	dermoscopic	dermoscopic	VERB
dpc-503	15	2	standardized	standardized	ADJ
dpc-503	15	3	images	image	NOUN
dpc-503	15	4	of	of	ADP
dpc-503	15	5	the	the	DET
dpc-503	15	6	 	 	SPACE
dpc-503	15	7	450	450	NUM
dpc-503	15	8	 	 	SPACE
dpc-503	15	9	msls	msls	NOUN
dpc-503	15	10	(	(	PUNCT
dpc-503	15	11	300	300	NUM
dpc-503	15	12	 	 	SPACE
dpc-503	15	13	an	an	PRON
dpc-503	15	14	and	and	CCONJ
dpc-503	15	15	 	 	SPACE
dpc-503	15	16	150	150	NUM
dpc-503	15	17	 	 	SPACE
dpc-503	15	18	emm	emm	PROPN
dpc-503	15	19	)	)	PUNCT
dpc-503	15	20	were	be	AUX
dpc-503	15	21	collected	collect	VERB
dpc-503	15	22	and	and	CCONJ
dpc-503	15	23	evaluated	evaluate	VERB
dpc-503	15	24	.	.	PUNCT
dpc-503	16	1	patients	patient	NOUN
dpc-503	16	2	’	'	PUNCT
dpc-503	16	3	personal	personal	ADJ
dpc-503	16	4	data	datum	NOUN
dpc-503	16	5	(	(	PUNCT
dpc-503	16	6	ie	ie	X
dpc-503	16	7	,	,	PUNCT
dpc-503	16	8	age	age	NOUN
dpc-503	16	9	,	,	PUNCT
dpc-503	16	10	gender	gender	NOUN
dpc-503	16	11	,	,	PUNCT
dpc-503	16	12	body	body	NOUN
dpc-503	16	13	site	site	NOUN
dpc-503	16	14	,	,	PUNCT
dpc-503	16	15	maximum	maximum	ADJ
dpc-503	16	16	diameter	diameter	NOUN
dpc-503	16	17	)	)	PUNCT
dpc-503	16	18	were	be	AUX
dpc-503	16	19	also	also	ADV
dpc-503	16	20	recorded	record	VERB
dpc-503	16	21	.	.	PUNCT
dpc-503	17	1	dermoscopic	dermoscopic	NOUN
dpc-503	17	2	evaluations	evaluation	NOUN
dpc-503	17	3	were	be	AUX
dpc-503	17	4	performed	perform	VERB
dpc-503	17	5	by	by	ADP
dpc-503	17	6	 	 	SPACE
dpc-503	17	7	5	5	NUM
dpc-503	17	8	 	 	SPACE
dpc-503	17	9	different	different	ADJ
dpc-503	17	10	experts	expert	NOUN
dpc-503	17	11	in	in	ADP
dpc-503	17	12	dermoscopy	dermoscopy	NOUN
dpc-503	17	13	blinded	blind	VERB
dpc-503	17	14	to	to	ADP
dpc-503	17	15	histopathological	histopathological	ADJ
dpc-503	17	16	diagnosis	diagnosis	NOUN
dpc-503	17	17	.	.	PUNCT
dpc-503	18	1	fleiss	fleiss	VERB
dpc-503	18	2	’	'	PUNCT
dpc-503	18	3	κ	κ	NOUN
dpc-503	18	4	was	be	AUX
dpc-503	18	5	calculated	calculate	VERB
dpc-503	18	6	to	to	PART
dpc-503	18	7	measure	measure	NOUN
dpc-503	18	8	concordance	concordance	NOUN
dpc-503	18	9	level	level	NOUN
dpc-503	18	10	between	between	ADP
dpc-503	18	11	experts	expert	NOUN
dpc-503	18	12	in	in	ADP
dpc-503	18	13	the	the	DET
dpc-503	18	14	description	description	NOUN
dpc-503	18	15	of	of	ADP
dpc-503	18	16	dermoscopic	dermoscopic	ADJ
dpc-503	18	17	parameters	parameter	NOUN
dpc-503	18	18	for	for	ADP
dpc-503	18	19	each	each	DET
dpc-503	18	20	msl	msl	PROPN
dpc-503	18	21	.	.	PUNCT
dpc-503	19	1	the	the	DET
dpc-503	19	2	power	power	NOUN
dpc-503	19	3	of	of	ADP
dpc-503	19	4	the	the	DET
dpc-503	19	5	studied	study	VERB
dpc-503	19	6	variables	variable	NOUN
dpc-503	19	7	in	in	ADP
dpc-503	19	8	discriminating	discriminate	VERB
dpc-503	19	9	malignant	malignant	NOUN
dpc-503	19	10	from	from	ADP
dpc-503	19	11	benign	benign	ADJ
dpc-503	19	12	lesions	lesion	NOUN
dpc-503	19	13	was	be	AUX
dpc-503	19	14	also	also	ADV
dpc-503	19	15	investigated	investigate	VERB
dpc-503	19	16	through	through	ADP
dpc-503	19	17	f	f	PROPN
dpc-503	19	18	-	-	PUNCT
dpc-503	19	19	statistics	statistic	NOUN
dpc-503	19	20	.	.	PUNCT
dpc-503	20	1	abstract	abstract	ADJ
dpc-503	20	2	research	research	NOUN
dpc-503	20	3	|	|	ADV
dpc-503	20	4	dermatol	dermatol	NOUN
dpc-503	20	5	pract	pract	NOUN
dpc-503	20	6	concept	concept	NOUN
dpc-503	20	7	2018;8(4):16	2018;8(4):16	NUM
dpc-503	20	8	325	325	NUM
dpc-503	20	9	liar	liar	NOUN
dpc-503	20	10	dermoscopic	dermoscopic	NOUN
dpc-503	20	11	pattern	pattern	NOUN
dpc-503	20	12	.	.	PUNCT
dpc-503	21	1	after	after	ADP
dpc-503	21	2	selection	selection	NOUN
dpc-503	21	3	for	for	ADP
dpc-503	21	4	image	image	NOUN
dpc-503	21	5	quality	quality	NOUN
dpc-503	21	6	,	,	PUNCT
dpc-503	21	7	availability	availability	NOUN
dpc-503	21	8	of	of	ADP
dpc-503	21	9	patient	patient	ADJ
dpc-503	21	10	data	datum	NOUN
dpc-503	21	11	,	,	PUNCT
dpc-503	21	12	and	and	CCONJ
dpc-503	21	13	agreement	agreement	NOUN
dpc-503	21	14	of	of	ADP
dpc-503	21	15	 	 	SPACE
dpc-503	21	16	3/3	3/3	NUM
dpc-503	21	17	 	 	SPACE
dpc-503	21	18	experts	expert	NOUN
dpc-503	21	19	on	on	ADP
dpc-503	21	20	histopathological	histopathological	ADJ
dpc-503	21	21	diagnosis	diagnosis	NOUN
dpc-503	21	22	,	,	PUNCT
dpc-503	21	23	the	the	DET
dpc-503	21	24	final	final	ADJ
dpc-503	21	25	database	database	NOUN
dpc-503	21	26	consisted	consist	VERB
dpc-503	21	27	of	of	ADP
dpc-503	21	28	 	 	SPACE
dpc-503	21	29	450	450	NUM
dpc-503	21	30	 	 	SPACE
dpc-503	21	31	standardized	standardize	VERB
dpc-503	21	32	dermoscopic	dermoscopic	ADJ
dpc-503	21	33	micrographs—300	micrographs—300	NOUN
dpc-503	21	34	 	 	SPACE
dpc-503	21	35	an	an	PRON
dpc-503	21	36	and	and	CCONJ
dpc-503	21	37	 	 	SPACE
dpc-503	21	38	150	150	NUM
dpc-503	21	39	 	 	SPACE
dpc-503	21	40	emm	emm	PROPN
dpc-503	21	41	—	—	PUNCT
dpc-503	21	42	acquired	acquire	VERB
dpc-503	21	43	at	at	ADP
dpc-503	21	44	 	 	SPACE
dpc-503	21	45	17×	17×	NUM
dpc-503	21	46	magnification	magnification	NOUN
dpc-503	21	47	.	.	PUNCT
dpc-503	22	1	dermoscopic	dermoscopic	NOUN
dpc-503	22	2	evaluations	evaluation	NOUN
dpc-503	22	3	were	be	AUX
dpc-503	22	4	independently	independently	ADV
dpc-503	22	5	performed	perform	VERB
dpc-503	22	6	by	by	ADP
dpc-503	22	7	 	 	SPACE
dpc-503	22	8	5	5	NUM
dpc-503	22	9	 	 	SPACE
dpc-503	22	10	experts	expert	NOUN
dpc-503	22	11	in	in	ADP
dpc-503	22	12	dermoscopy	dermoscopy	NOUN
dpc-503	22	13	.	.	PUNCT
dpc-503	23	1	they	they	PRON
dpc-503	23	2	were	be	AUX
dpc-503	23	3	asked	ask	VERB
dpc-503	23	4	to	to	PART
dpc-503	23	5	assess	assess	VERB
dpc-503	23	6	the	the	DET
dpc-503	23	7	presence	presence	NOUN
dpc-503	23	8	/	/	SYM
dpc-503	23	9	absence	absence	NOUN
dpc-503	23	10	of	of	ADP
dpc-503	23	11	a	a	DET
dpc-503	23	12	series	series	NOUN
dpc-503	23	13	introduction	introduction	NOUN
dpc-503	23	14	dermoscopy	dermoscopy	NOUN
dpc-503	23	15	is	be	AUX
dpc-503	23	16	a	a	DET
dpc-503	23	17	useful	useful	ADJ
dpc-503	23	18	noninvasive	noninvasive	ADJ
dpc-503	23	19	diagnostic	diagnostic	ADJ
dpc-503	23	20	method	method	NOUN
dpc-503	23	21	for	for	ADP
dpc-503	23	22	differentiating	differentiate	VERB
dpc-503	23	23	benign	benign	NOUN
dpc-503	23	24	from	from	ADP
dpc-503	23	25	malignant	malignant	ADJ
dpc-503	23	26	melanocytic	melanocytic	ADJ
dpc-503	23	27	skin	skin	NOUN
dpc-503	23	28	lesions	lesion	NOUN
dpc-503	23	29	(	(	PUNCT
dpc-503	23	30	msls	msls	NOUN
dpc-503	23	31	)	)	PUNCT
dpc-503	24	1	[	[	X
dpc-503	24	2	1	1	NUM
dpc-503	24	3	]	]	PUNCT
dpc-503	24	4	.	.	PUNCT
dpc-503	25	1	in	in	ADP
dpc-503	25	2	clinical	clinical	ADJ
dpc-503	25	3	practice	practice	NOUN
dpc-503	25	4	,	,	PUNCT
dpc-503	25	5	equivocal	equivocal	ADJ
dpc-503	25	6	msls	msls	NOUN
dpc-503	25	7	,	,	PUNCT
dpc-503	25	8	including	include	VERB
dpc-503	25	9	early	early	ADJ
dpc-503	25	10	melanomas	melanomas	NOUN
dpc-503	25	11	(	(	PUNCT
dpc-503	25	12	emm	emm	PROPN
dpc-503	25	13	)	)	PUNCT
dpc-503	25	14	,	,	PUNCT
dpc-503	25	15	that	that	PRON
dpc-503	25	16	do	do	AUX
dpc-503	25	17	not	not	PART
dpc-503	25	18	yet	yet	ADV
dpc-503	25	19	exhibit	exhibit	VERB
dpc-503	25	20	clear	clear	ADV
dpc-503	25	21	-	-	PUNCT
dpc-503	25	22	cut	cut	VERB
dpc-503	25	23	atypical	atypical	ADJ
dpc-503	25	24	features	feature	NOUN
dpc-503	25	25	and	and	CCONJ
dpc-503	25	26	atypical	atypical	ADJ
dpc-503	25	27	nevi	nevi	NOUN
dpc-503	25	28	(	(	PUNCT
dpc-503	25	29	an	an	X
dpc-503	25	30	)	)	PUNCT
dpc-503	25	31	showing	show	VERB
dpc-503	25	32	clinical	clinical	ADJ
dpc-503	25	33	and	and	CCONJ
dpc-503	25	34	dermoscopic	dermoscopic	ADJ
dpc-503	25	35	features	feature	NOUN
dpc-503	25	36	usually	usually	ADV
dpc-503	25	37	associated	associate	VERB
dpc-503	25	38	with	with	ADP
dpc-503	25	39	malignancy	malignancy	NOUN
dpc-503	25	40	are	be	AUX
dpc-503	25	41	seen	see	VERB
dpc-503	25	42	frequently	frequently	ADV
dpc-503	25	43	.	.	PUNCT
dpc-503	26	1	early	early	ADJ
dpc-503	26	2	diagnosis	diagnosis	NOUN
dpc-503	26	3	of	of	ADP
dpc-503	26	4	these	these	DET
dpc-503	26	5	equivocal	equivocal	ADJ
dpc-503	26	6	msls	msls	NOUN
dpc-503	26	7	can	can	AUX
dpc-503	26	8	be	be	AUX
dpc-503	26	9	challenging	challenge	VERB
dpc-503	26	10	even	even	ADV
dpc-503	26	11	for	for	ADP
dpc-503	26	12	experienced	experienced	ADJ
dpc-503	26	13	dermoscopists	dermoscopist	NOUN
dpc-503	26	14	[	[	X
dpc-503	26	15	2	2	NUM
dpc-503	26	16	-	-	SYM
dpc-503	26	17	5	5	NUM
dpc-503	26	18	]	]	PUNCT
dpc-503	26	19	.	.	PUNCT
dpc-503	27	1	in	in	ADP
dpc-503	27	2	daily	daily	ADJ
dpc-503	27	3	practice	practice	NOUN
dpc-503	27	4	,	,	PUNCT
dpc-503	27	5	dermatologists	dermatologist	NOUN
dpc-503	27	6	consider	consider	VERB
dpc-503	27	7	a	a	DET
dpc-503	27	8	patient	patient	NOUN
dpc-503	27	9	’s	’s	PART
dpc-503	27	10	risk	risk	NOUN
dpc-503	27	11	factors	factor	NOUN
dpc-503	27	12	that	that	PRON
dpc-503	27	13	together	together	ADV
dpc-503	27	14	form	form	VERB
dpc-503	27	15	a	a	DET
dpc-503	27	16	basis	basis	NOUN
dpc-503	27	17	for	for	ADP
dpc-503	27	18	the	the	DET
dpc-503	27	19	decision	decision	NOUN
dpc-503	27	20	“	"	PUNCT
dpc-503	27	21	to	to	PART
dpc-503	27	22	leave	leave	VERB
dpc-503	27	23	or	or	CCONJ
dpc-503	27	24	to	to	PART
dpc-503	27	25	excise	excise	VERB
dpc-503	27	26	”	"	PUNCT
dpc-503	27	27	that	that	PRON
dpc-503	27	28	include	include	VERB
dpc-503	27	29	lesion	lesion	NOUN
dpc-503	27	30	dimension	dimension	NOUN
dpc-503	27	31	,	,	PUNCT
dpc-503	27	32	localization	localization	NOUN
dpc-503	27	33	,	,	PUNCT
dpc-503	27	34	evolution	evolution	NOUN
dpc-503	27	35	in	in	ADP
dpc-503	27	36	time	time	NOUN
dpc-503	27	37	,	,	PUNCT
dpc-503	27	38	number	number	NOUN
dpc-503	27	39	of	of	ADP
dpc-503	27	40	nevi	nevi	ADJ
dpc-503	27	41	,	,	PUNCT
dpc-503	27	42	personal	personal	ADJ
dpc-503	27	43	/	/	SYM
dpc-503	27	44	familial	familial	ADJ
dpc-503	27	45	history	history	NOUN
dpc-503	27	46	of	of	ADP
dpc-503	27	47	melanoma	melanoma	NOUN
dpc-503	27	48	,	,	PUNCT
dpc-503	27	49	and	and	CCONJ
dpc-503	27	50	skin	skin	NOUN
dpc-503	27	51	phototype	phototype	NOUN
dpc-503	28	1	[	[	X
dpc-503	28	2	6	6	NUM
dpc-503	28	3	-	-	SYM
dpc-503	28	4	8	8	NUM
dpc-503	28	5	]	]	PUNCT
dpc-503	28	6	.	.	PUNCT
dpc-503	29	1	however	however	ADV
dpc-503	29	2	,	,	PUNCT
dpc-503	29	3	only	only	ADV
dpc-503	29	4	 	 	SPACE
dpc-503	29	5	4	4	NUM
dpc-503	29	6	 	 	SPACE
dpc-503	29	7	criteria	criterion	NOUN
dpc-503	29	8	—	—	PUNCT
dpc-503	29	9	body	body	NOUN
dpc-503	29	10	site	site	NOUN
dpc-503	29	11	,	,	PUNCT
dpc-503	29	12	maximum	maximum	ADJ
dpc-503	29	13	diameter	diameter	NOUN
dpc-503	29	14	,	,	PUNCT
dpc-503	29	15	age	age	NOUN
dpc-503	29	16	,	,	PUNCT
dpc-503	29	17	and	and	CCONJ
dpc-503	29	18	sex	sex	NOUN
dpc-503	29	19	—	—	PUNCT
dpc-503	29	20	represent	represent	VERB
dpc-503	29	21	objective	objective	ADJ
dpc-503	29	22	and	and	CCONJ
dpc-503	29	23	standardized	standardized	ADJ
dpc-503	29	24	variables	variable	NOUN
dpc-503	29	25	to	to	PART
dpc-503	29	26	assess	assess	VERB
dpc-503	29	27	for	for	ADP
dpc-503	29	28	malignancy	malignancy	NOUN
dpc-503	29	29	.	.	PUNCT
dpc-503	30	1	the	the	DET
dpc-503	30	2	objective	objective	NOUN
dpc-503	30	3	of	of	ADP
dpc-503	30	4	this	this	DET
dpc-503	30	5	study	study	NOUN
dpc-503	30	6	was	be	AUX
dpc-503	30	7	to	to	PART
dpc-503	30	8	define	define	VERB
dpc-503	30	9	which	which	PRON
dpc-503	30	10	clinical	clinical	ADJ
dpc-503	30	11	and	and	CCONJ
dpc-503	30	12	personal	personal	ADJ
dpc-503	30	13	data	datum	NOUN
dpc-503	30	14	are	be	AUX
dpc-503	30	15	the	the	DET
dpc-503	30	16	most	most	ADV
dpc-503	30	17	relevant	relevant	ADJ
dpc-503	30	18	risk	risk	NOUN
dpc-503	30	19	factors	factor	NOUN
dpc-503	30	20	for	for	ADP
dpc-503	30	21	malignancy	malignancy	NOUN
dpc-503	30	22	and	and	CCONJ
dpc-503	30	23	to	to	PART
dpc-503	30	24	investigate	investigate	VERB
dpc-503	30	25	their	their	PRON
dpc-503	30	26	impact	impact	NOUN
dpc-503	30	27	in	in	ADP
dpc-503	30	28	the	the	DET
dpc-503	30	29	dermoscopic	dermoscopic	ADJ
dpc-503	30	30	differential	differential	ADJ
dpc-503	30	31	diagnosis	diagnosis	NOUN
dpc-503	30	32	between	between	ADP
dpc-503	30	33	emm	emm	PROPN
dpc-503	30	34	and	and	CCONJ
dpc-503	30	35	an	an	PROPN
dpc-503	30	36	.	.	PUNCT
dpc-503	31	1	methods	method	NOUN
dpc-503	31	2	a	a	DET
dpc-503	31	3	total	total	NOUN
dpc-503	31	4	of	of	ADP
dpc-503	31	5	 	 	SPACE
dpc-503	31	6	493	493	NUM
dpc-503	31	7	 	 	SPACE
dpc-503	31	8	atypical	atypical	ADJ
dpc-503	31	9	msls	msls	NOUN
dpc-503	31	10	were	be	AUX
dpc-503	31	11	excised	excise	VERB
dpc-503	31	12	from	from	ADP
dpc-503	31	13	 	 	SPACE
dpc-503	31	14	2014	2014	NUM
dpc-503	31	15	 	 	SPACE
dpc-503	31	16	to	to	ADP
dpc-503	31	17	2016	2016	NUM
dpc-503	31	18	 	 	SPACE
dpc-503	31	19	with	with	ADP
dpc-503	31	20	suspected	suspect	VERB
dpc-503	31	21	malignancy	malignancy	NOUN
dpc-503	31	22	(	(	PUNCT
dpc-503	31	23	figure	figure	NOUN
dpc-503	31	24	 	 	SPACE
dpc-503	31	25	1	1	NUM
dpc-503	31	26	)	)	PUNCT
dpc-503	31	27	.	.	PUNCT
dpc-503	32	1	msls	msls	NOUN
dpc-503	32	2	localized	localize	VERB
dpc-503	32	3	on	on	ADP
dpc-503	32	4	the	the	DET
dpc-503	32	5	face	face	NOUN
dpc-503	32	6	,	,	PUNCT
dpc-503	32	7	palms	palm	NOUN
dpc-503	32	8	,	,	PUNCT
dpc-503	32	9	and	and	CCONJ
dpc-503	32	10	soles	sol	NOUN
dpc-503	32	11	were	be	AUX
dpc-503	32	12	excluded	exclude	VERB
dpc-503	32	13	a	a	DET
dpc-503	32	14	priori	priori	NOUN
dpc-503	32	15	due	due	ADP
dpc-503	32	16	to	to	ADP
dpc-503	32	17	their	their	PRON
dpc-503	32	18	pecuresults	pecuresult	NOUN
dpc-503	32	19	:	:	PUNCT
dpc-503	32	20	the	the	DET
dpc-503	32	21	variables	variable	NOUN
dpc-503	32	22	age	age	NOUN
dpc-503	32	23	and	and	CCONJ
dpc-503	32	24	maximum	maximum	ADJ
dpc-503	32	25	diameter	diameter	NOUN
dpc-503	32	26	supplied	supply	VERB
dpc-503	32	27	the	the	DET
dpc-503	32	28	highest	high	ADJ
dpc-503	32	29	discriminant	discriminant	ADJ
dpc-503	32	30	power	power	NOUN
dpc-503	32	31	(	(	PUNCT
dpc-503	33	1	f	f	X
dpc-503	33	2	  	  	SPACE
dpc-503	33	3	=	=	NOUN
dpc-503	33	4	253	253	NUM
dpc-503	33	5	 	 	SPACE
dpc-503	33	6	and	and	CCONJ
dpc-503	33	7	 	 	SPACE
dpc-503	33	8	227	227	NUM
dpc-503	33	9	,	,	PUNCT
dpc-503	33	10	respectively	respectively	ADV
dpc-503	33	11	)	)	PUNCT
dpc-503	33	12	.	.	PUNCT
dpc-503	34	1	atypical	atypical	ADJ
dpc-503	34	2	network	network	NOUN
dpc-503	34	3	,	,	PUNCT
dpc-503	34	4	blue	blue	ADJ
dpc-503	34	5	white	white	ADJ
dpc-503	34	6	veil	veil	NOUN
dpc-503	34	7	and	and	CCONJ
dpc-503	34	8	white	white	ADJ
dpc-503	34	9	shiny	shiny	ADJ
dpc-503	34	10	streaks	streak	NOUN
dpc-503	34	11	were	be	AUX
dpc-503	34	12	the	the	DET
dpc-503	34	13	most	most	ADV
dpc-503	34	14	significant	significant	ADJ
dpc-503	34	15	dermoscopic	dermoscopic	ADJ
dpc-503	34	16	patterns	pattern	NOUN
dpc-503	34	17	suggestive	suggestive	ADJ
dpc-503	34	18	of	of	ADP
dpc-503	34	19	malignancy	malignancy	NOUN
dpc-503	34	20	(	(	PUNCT
dpc-503	34	21	f	f	NOUN
dpc-503	34	22	=	=	SYM
dpc-503	34	23	110	110	NUM
dpc-503	34	24	,	,	PUNCT
dpc-503	34	25	104	104	NUM
dpc-503	34	26	 	 	SPACE
dpc-503	34	27	and	and	CCONJ
dpc-503	34	28	 	 	SPACE
dpc-503	34	29	99.5	99.5	NUM
dpc-503	34	30	,	,	PUNCT
dpc-503	34	31	respectively	respectively	ADV
dpc-503	34	32	)	)	PUNCT
dpc-503	34	33	.	.	PUNCT
dpc-503	35	1	shiny	shiny	ADJ
dpc-503	35	2	white	white	ADJ
dpc-503	35	3	streaks	streak	NOUN
dpc-503	35	4	was	be	AUX
dpc-503	35	5	the	the	DET
dpc-503	35	6	only	only	ADJ
dpc-503	35	7	dermoscopic	dermoscopic	ADJ
dpc-503	35	8	parameter	parameter	NOUN
dpc-503	35	9	to	to	PART
dpc-503	35	10	obtain	obtain	VERB
dpc-503	35	11	satisfactory	satisfactory	ADJ
dpc-503	35	12	concordance	concordance	NOUN
dpc-503	35	13	value	value	NOUN
dpc-503	35	14	.	.	PUNCT
dpc-503	36	1	gender	gender	NOUN
dpc-503	36	2	was	be	AUX
dpc-503	36	3	not	not	PART
dpc-503	36	4	a	a	DET
dpc-503	36	5	discriminant	discriminant	ADJ
dpc-503	36	6	factor	factor	NOUN
dpc-503	36	7	.	.	PUNCT
dpc-503	37	1	the	the	DET
dpc-503	37	2	specific	specific	ADJ
dpc-503	37	3	statistical	statistical	ADJ
dpc-503	37	4	weight	weight	NOUN
dpc-503	37	5	of	of	ADP
dpc-503	37	6	clinical	clinical	ADJ
dpc-503	37	7	and	and	CCONJ
dpc-503	37	8	personal	personal	ADJ
dpc-503	37	9	data	datum	NOUN
dpc-503	37	10	(	(	PUNCT
dpc-503	37	11	ie	ie	X
dpc-503	37	12	,	,	PUNCT
dpc-503	37	13	“	"	PUNCT
dpc-503	37	14	patient	patient	NOUN
dpc-503	37	15	’s	’s	PART
dpc-503	37	16	age	age	NOUN
dpc-503	37	17	”	"	PUNCT
dpc-503	37	18	and	and	CCONJ
dpc-503	37	19	“	"	PUNCT
dpc-503	37	20	lesion	lesion	NOUN
dpc-503	37	21	diameter	diameter	NOUN
dpc-503	37	22	”	"	PUNCT
dpc-503	37	23	)	)	PUNCT
dpc-503	37	24	surpassed	surpass	VERB
dpc-503	37	25	those	those	PRON
dpc-503	37	26	of	of	ADP
dpc-503	37	27	atypical	atypical	ADJ
dpc-503	37	28	dermoscopic	dermoscopic	NOUN
dpc-503	37	29	features	feature	NOUN
dpc-503	37	30	.	.	PUNCT
dpc-503	38	1	conclusions	conclusion	NOUN
dpc-503	38	2	:	:	PUNCT
dpc-503	38	3	the	the	DET
dpc-503	38	4	objective	objective	ADJ
dpc-503	38	5	clinical	clinical	ADJ
dpc-503	38	6	and	and	CCONJ
dpc-503	38	7	personal	personal	ADJ
dpc-503	38	8	data	datum	NOUN
dpc-503	38	9	collected	collect	VERB
dpc-503	38	10	here	here	ADV
dpc-503	38	11	could	could	AUX
dpc-503	38	12	supply	supply	VERB
dpc-503	38	13	a	a	DET
dpc-503	38	14	fundamental	fundamental	ADJ
dpc-503	38	15	contribution	contribution	NOUN
dpc-503	38	16	in	in	ADP
dpc-503	38	17	the	the	DET
dpc-503	38	18	correct	correct	ADJ
dpc-503	38	19	diagnosis	diagnosis	NOUN
dpc-503	38	20	of	of	ADP
dpc-503	38	21	equivocal	equivocal	ADJ
dpc-503	38	22	msls	msls	NOUN
dpc-503	38	23	and	and	CCONJ
dpc-503	38	24	should	should	AUX
dpc-503	38	25	be	be	AUX
dpc-503	38	26	included	include	VERB
dpc-503	38	27	in	in	ADP
dpc-503	38	28	diagnostic	diagnostic	ADJ
dpc-503	38	29	algorithms	algorithm	NOUN
dpc-503	38	30	along	along	ADP
dpc-503	38	31	with	with	ADP
dpc-503	38	32	significant	significant	ADJ
dpc-503	38	33	dermoscopic	dermoscopic	NOUN
dpc-503	38	34	features	feature	NOUN
dpc-503	38	35	(	(	PUNCT
dpc-503	38	36	ie	ie	X
dpc-503	38	37	,	,	PUNCT
dpc-503	38	38	atypical	atypical	ADJ
dpc-503	38	39	network	network	NOUN
dpc-503	38	40	,	,	PUNCT
dpc-503	38	41	blue	blue	ADJ
dpc-503	38	42	-	-	PUNCT
dpc-503	38	43	white	white	ADJ
dpc-503	38	44	veil	veil	NOUN
dpc-503	38	45	,	,	PUNCT
dpc-503	38	46	and	and	CCONJ
dpc-503	38	47	shiny	shiny	ADJ
dpc-503	38	48	white	white	ADJ
dpc-503	38	49	streaks	streak	NOUN
dpc-503	38	50	)	)	PUNCT
dpc-503	38	51	.	.	PUNCT
dpc-503	39	1	abstract	abstract	ADJ
dpc-503	39	2	of	of	ADP
dpc-503	39	3	 	 	SPACE
dpc-503	39	4	18	18	NUM
dpc-503	39	5	 	 	SPACE
dpc-503	39	6	dermoscopic	dermoscopic	NOUN
dpc-503	39	7	structures	structure	NOUN
dpc-503	39	8	designed	design	VERB
dpc-503	39	9	to	to	PART
dpc-503	39	10	include	include	VERB
dpc-503	39	11	only	only	ADV
dpc-503	39	12	the	the	DET
dpc-503	39	13	features	feature	NOUN
dpc-503	39	14	most	most	ADV
dpc-503	39	15	commonly	commonly	ADV
dpc-503	39	16	associated	associate	VERB
dpc-503	39	17	with	with	ADP
dpc-503	39	18	atypical	atypical	ADJ
dpc-503	39	19	msls	msls	NOUN
dpc-503	39	20	according	accord	VERB
dpc-503	39	21	to	to	ADP
dpc-503	39	22	the	the	DET
dpc-503	39	23	current	current	NOUN
dpc-503	39	24	in	in	ADP
dpc-503	39	25	literature	literature	NOUN
dpc-503	39	26	.	.	PUNCT
dpc-503	40	1	to	to	PART
dpc-503	40	2	ensure	ensure	VERB
dpc-503	40	3	a	a	DET
dpc-503	40	4	thorough	thorough	ADJ
dpc-503	40	5	,	,	PUNCT
dpc-503	40	6	blinded	blinded	ADJ
dpc-503	40	7	pattern	pattern	NOUN
dpc-503	40	8	recognition	recognition	NOUN
dpc-503	40	9	analysis	analysis	NOUN
dpc-503	40	10	,	,	PUNCT
dpc-503	40	11	all	all	DET
dpc-503	40	12	experts	expert	NOUN
dpc-503	40	13	were	be	AUX
dpc-503	40	14	unaware	unaware	ADJ
dpc-503	40	15	of	of	ADP
dpc-503	40	16	the	the	DET
dpc-503	40	17	histopathological	histopathological	ADJ
dpc-503	40	18	diagnosis	diagnosis	NOUN
dpc-503	40	19	,	,	PUNCT
dpc-503	40	20	clinical	clinical	ADJ
dpc-503	40	21	and	and	CCONJ
dpc-503	40	22	personal	personal	ADJ
dpc-503	40	23	data	datum	NOUN
dpc-503	40	24	.	.	PUNCT
dpc-503	41	1	then	then	ADV
dpc-503	41	2	,	,	PUNCT
dpc-503	41	3	each	each	DET
dpc-503	41	4	one	one	NUM
dpc-503	41	5	of	of	ADP
dpc-503	41	6	the	the	DET
dpc-503	41	7	 	 	SPACE
dpc-503	41	8	18	18	NUM
dpc-503	41	9	 	 	SPACE
dpc-503	41	10	selected	select	VERB
dpc-503	41	11	dermoscopic	dermoscopic	NOUN
dpc-503	41	12	structures	structure	NOUN
dpc-503	41	13	was	be	AUX
dpc-503	41	14	defined	define	VERB
dpc-503	41	15	as	as	ADP
dpc-503	41	16	absent	absent	ADJ
dpc-503	41	17	/	/	SYM
dpc-503	41	18	present	present	ADJ
dpc-503	41	19	within	within	ADP
dpc-503	41	20	a	a	DET
dpc-503	41	21	lesion	lesion	NOUN
dpc-503	41	22	when	when	SCONJ
dpc-503	41	23	 	 	SPACE
dpc-503	41	24	5/5	5/5	NUM
dpc-503	41	25	 	 	SPACE
dpc-503	41	26	experts	expert	NOUN
dpc-503	41	27	agreed	agree	VERB
dpc-503	41	28	.	.	PUNCT
dpc-503	42	1	figure	figure	NOUN
dpc-503	42	2	1	1	NUM
dpc-503	42	3	.	.	PUNCT
dpc-503	43	1	examples	example	NOUN
dpc-503	43	2	of	of	ADP
dpc-503	43	3	dermoscopically	dermoscopically	ADV
dpc-503	43	4	and	and	CCONJ
dpc-503	43	5	clinically	clinically	ADV
dpc-503	43	6	equivocal	equivocal	ADJ
dpc-503	43	7	msls	msls	NOUN
dpc-503	43	8	from	from	ADP
dpc-503	43	9	the	the	DET
dpc-503	43	10	case	case	NOUN
dpc-503	43	11	study	study	NOUN
dpc-503	43	12	(	(	PUNCT
dpc-503	43	13	polarized	polarize	VERB
dpc-503	43	14	dermoscopy	dermoscopy	NOUN
dpc-503	43	15	,	,	PUNCT
dpc-503	43	16	20×	20×	NUM
dpc-503	43	17	)	)	PUNCT
dpc-503	43	18	diagnosed	diagnose	VERB
dpc-503	43	19	histologically	histologically	NOUN
dpc-503	43	20	.	.	PUNCT
dpc-503	44	1	atypical	atypical	ADJ
dpc-503	44	2	nevi	nevi	NOUN
dpc-503	44	3	exhibiting	exhibit	VERB
dpc-503	44	4	atypical	atypical	ADJ
dpc-503	44	5	network	network	NOUN
dpc-503	44	6	(	(	PUNCT
dpc-503	44	7	a	a	DET
dpc-503	44	8	,	,	PUNCT
dpc-503	44	9	b	b	NOUN
dpc-503	44	10	)	)	PUNCT
dpc-503	44	11	,	,	PUNCT
dpc-503	44	12	blue	blue	ADJ
dpc-503	44	13	-	-	PUNCT
dpc-503	44	14	white	white	ADJ
dpc-503	44	15	veil	veil	NOUN
dpc-503	44	16	and	and	CCONJ
dpc-503	44	17	shiny	shiny	ADJ
dpc-503	44	18	white	white	ADJ
dpc-503	44	19	streaks	streak	NOUN
dpc-503	44	20	(	(	PUNCT
dpc-503	44	21	b	b	NOUN
dpc-503	44	22	)	)	PUNCT
dpc-503	44	23	.	.	PUNCT
dpc-503	45	1	early	early	ADJ
dpc-503	45	2	melanomas	melanomas	NOUN
dpc-503	45	3	(	(	PUNCT
dpc-503	45	4	c	c	X
dpc-503	45	5	,	,	PUNCT
dpc-503	45	6	d	d	NOUN
dpc-503	45	7	)	)	PUNCT
dpc-503	45	8	showing	show	VERB
dpc-503	45	9	only	only	ADV
dpc-503	45	10	irregular	irregular	ADJ
dpc-503	45	11	dots	dot	NOUN
dpc-503	45	12	and	and	CCONJ
dpc-503	45	13	globules	globules	PROPN
dpc-503	45	14	(	(	PUNCT
dpc-503	45	15	c	c	NOUN
dpc-503	45	16	)	)	PUNCT
dpc-503	45	17	and	and	CCONJ
dpc-503	45	18	irregular	irregular	ADJ
dpc-503	45	19	pigmented	pigmented	ADJ
dpc-503	45	20	blothes	blothe	NOUN
dpc-503	45	21	(	(	PUNCT
dpc-503	45	22	d	d	NOUN
dpc-503	45	23	)	)	PUNCT
dpc-503	45	24	.	.	PUNCT
dpc-503	46	1	nevi	nevi	PROPN
dpc-503	46	2	were	be	AUX
dpc-503	46	3	excised	excise	VERB
dpc-503	46	4	from	from	ADP
dpc-503	46	5	the	the	DET
dpc-503	46	6	abdomen	abdomen	NOUN
dpc-503	46	7	of	of	ADP
dpc-503	46	8	a	a	DET
dpc-503	46	9	43	43	NUM
dpc-503	46	10	-	-	PUNCT
dpc-503	46	11	year	year	NOUN
dpc-503	46	12	-	-	PUNCT
dpc-503	46	13	old	old	ADJ
dpc-503	46	14	woman	woman	NOUN
dpc-503	46	15	(	(	PUNCT
dpc-503	46	16	a	a	NOUN
dpc-503	46	17	)	)	PUNCT
dpc-503	46	18	and	and	CCONJ
dpc-503	46	19	the	the	DET
dpc-503	46	20	arm	arm	NOUN
dpc-503	46	21	of	of	ADP
dpc-503	46	22	a	a	DET
dpc-503	46	23	51	51	NUM
dpc-503	46	24	-	-	PUNCT
dpc-503	46	25	year	year	NOUN
dpc-503	46	26	-	-	PUNCT
dpc-503	46	27	old	old	ADJ
dpc-503	46	28	man	man	NOUN
dpc-503	46	29	(	(	PUNCT
dpc-503	46	30	b	b	NOUN
dpc-503	46	31	)	)	PUNCT
dpc-503	46	32	.	.	PUNCT
dpc-503	47	1	melanomas	melanomas	PROPN
dpc-503	47	2	were	be	AUX
dpc-503	47	3	excised	excise	VERB
dpc-503	47	4	from	from	ADP
dpc-503	47	5	the	the	DET
dpc-503	47	6	upper	upper	ADJ
dpc-503	47	7	back	back	NOUN
dpc-503	47	8	of	of	ADP
dpc-503	47	9	an	an	DET
dpc-503	47	10	83	83	NUM
dpc-503	47	11	-	-	PUNCT
dpc-503	47	12	year	year	NOUN
dpc-503	47	13	-	-	PUNCT
dpc-503	47	14	old	old	ADJ
dpc-503	47	15	man	man	NOUN
dpc-503	47	16	(	(	PUNCT
dpc-503	47	17	c	c	NOUN
dpc-503	47	18	)	)	PUNCT
dpc-503	47	19	and	and	CCONJ
dpc-503	47	20	a	a	DET
dpc-503	47	21	79	79	NUM
dpc-503	47	22	-	-	PUNCT
dpc-503	47	23	year	year	NOUN
dpc-503	47	24	-	-	PUNCT
dpc-503	47	25	old	old	ADJ
dpc-503	47	26	woman	woman	NOUN
dpc-503	47	27	(	(	PUNCT
dpc-503	47	28	d	d	NOUN
dpc-503	47	29	)	)	PUNCT
dpc-503	47	30	.	.	PUNCT
dpc-503	48	1	a	a	DET
dpc-503	48	2	b	b	X
dpc-503	48	3	c	c	NOUN
dpc-503	48	4	d	d	SYM
dpc-503	48	5	326	326	NUM
dpc-503	48	6	research	research	NOUN
dpc-503	48	7	|	|	ADV
dpc-503	48	8	dermatol	dermatol	NOUN
dpc-503	48	9	pract	pract	NOUN
dpc-503	48	10	concept	concept	NOUN
dpc-503	48	11	2018;8(4):16	2018;8(4):16	NUM
dpc-503	48	12	tomical	tomical	ADJ
dpc-503	48	13	criteria	criterion	NOUN
dpc-503	48	14	and	and	CCONJ
dpc-503	48	15	further	far	ADV
dpc-503	48	16	grouped	group	VERB
dpc-503	48	17	into	into	ADP
dpc-503	48	18	 	 	SPACE
dpc-503	48	19	4	4	NUM
dpc-503	48	20	 	 	SPACE
dpc-503	48	21	body	body	NOUN
dpc-503	48	22	areas	area	NOUN
dpc-503	48	23	according	accord	VERB
dpc-503	48	24	to	to	ADP
dpc-503	48	25	uv	uv	NOUN
dpc-503	48	26	exposure	exposure	NOUN
dpc-503	48	27	,	,	PUNCT
dpc-503	48	28	ie	ie	X
dpc-503	48	29	,	,	PUNCT
dpc-503	48	30	group	group	NOUN
dpc-503	48	31	a	a	NOUN
dpc-503	48	32	,	,	PUNCT
dpc-503	48	33	chronically	chronically	ADV
dpc-503	48	34	photoexposed	photoexpose	VERB
dpc-503	48	35	body	body	NOUN
dpc-503	48	36	sites	site	NOUN
dpc-503	48	37	(	(	PUNCT
dpc-503	48	38	head	head	NOUN
dpc-503	48	39	,	,	PUNCT
dpc-503	48	40	neck	neck	NOUN
dpc-503	48	41	,	,	PUNCT
dpc-503	48	42	arms/	arms/	NUM
dpc-503	48	43	hands	hand	NOUN
dpc-503	48	44	)	)	PUNCT
dpc-503	48	45	;	;	PUNCT
dpc-503	48	46	group	group	NOUN
dpc-503	48	47	b	b	PROPN
dpc-503	48	48	,	,	PUNCT
dpc-503	48	49	frequently	frequently	ADV
dpc-503	48	50	photoexposed	photoexpose	VERB
dpc-503	48	51	body	body	NOUN
dpc-503	48	52	sites	site	NOUN
dpc-503	48	53	(	(	PUNCT
dpc-503	48	54	thighs	thigh	NOUN
dpc-503	48	55	,	,	PUNCT
dpc-503	48	56	legs	leg	NOUN
dpc-503	48	57	,	,	PUNCT
dpc-503	48	58	ankle	ankle	NOUN
dpc-503	48	59	,	,	PUNCT
dpc-503	48	60	back	back	ADV
dpc-503	48	61	of	of	ADP
dpc-503	48	62	the	the	DET
dpc-503	48	63	feet	foot	NOUN
dpc-503	48	64	)	)	PUNCT
dpc-503	48	65	;	;	PUNCT
dpc-503	48	66	group	group	NOUN
dpc-503	48	67	c	c	PROPN
dpc-503	48	68	,	,	PUNCT
dpc-503	48	69	seldom	seldom	ADV
dpc-503	48	70	photoexposed	photoexpose	VERB
dpc-503	48	71	body	body	NOUN
dpc-503	48	72	sites	site	NOUN
dpc-503	48	73	(	(	PUNCT
dpc-503	48	74	shoulders	shoulder	NOUN
dpc-503	48	75	,	,	PUNCT
dpc-503	48	76	chest	chest	NOUN
dpc-503	48	77	/	/	SYM
dpc-503	48	78	breast	breast	NOUN
dpc-503	48	79	,	,	PUNCT
dpc-503	48	80	back	back	ADV
dpc-503	48	81	)	)	PUNCT
dpc-503	48	82	;	;	PUNCT
dpc-503	48	83	and	and	CCONJ
dpc-503	48	84	group	group	NOUN
dpc-503	48	85	d	d	NOUN
dpc-503	48	86	,	,	PUNCT
dpc-503	48	87	rarely	rarely	ADV
dpc-503	48	88	photoexposed	photoexpose	VERB
dpc-503	48	89	body	body	NOUN
dpc-503	48	90	sites	site	NOUN
dpc-503	48	91	(	(	PUNCT
dpc-503	48	92	abdomen	abdomen	PROPN
dpc-503	48	93	,	,	PUNCT
dpc-503	48	94	bottom	bottom	ADJ
dpc-503	48	95	,	,	PUNCT
dpc-503	48	96	side	side	NOUN
dpc-503	48	97	)	)	PUNCT
dpc-503	48	98	.	.	PUNCT
dpc-503	49	1	results	result	NOUN
dpc-503	49	2	univariate	univariate	ADJ
dpc-503	49	3	discriminant	discriminant	ADJ
dpc-503	49	4	analysis	analysis	NOUN
dpc-503	49	5	of	of	ADP
dpc-503	49	6	all	all	DET
dpc-503	49	7	 	 	SPACE
dpc-503	49	8	47	47	NUM
dpc-503	49	9	 	 	SPACE
dpc-503	49	10	integrated	integrate	VERB
dpc-503	49	11	variables	variable	NOUN
dpc-503	49	12	,	,	PUNCT
dpc-503	49	13	shown	show	VERB
dpc-503	49	14	in	in	ADP
dpc-503	49	15	table	table	NOUN
dpc-503	49	16	 	 	SPACE
dpc-503	49	17	1	1	NUM
dpc-503	49	18	,	,	PUNCT
dpc-503	49	19	was	be	AUX
dpc-503	49	20	performed	perform	VERB
dpc-503	49	21	taking	take	VERB
dpc-503	49	22	the	the	DET
dpc-503	49	23	histopathological	histopathological	ADJ
dpc-503	49	24	diagnosis	diagnosis	NOUN
dpc-503	49	25	as	as	ADP
dpc-503	49	26	outcome	outcome	NOUN
dpc-503	49	27	.	.	PUNCT
dpc-503	50	1	univariate	univariate	ADJ
dpc-503	50	2	power	power	NOUN
dpc-503	50	3	to	to	PART
dpc-503	50	4	discriminate	discriminate	VERB
dpc-503	50	5	between	between	ADP
dpc-503	50	6	overall	overall	ADJ
dpc-503	50	7	interobserver	interobserver	PROPN
dpc-503	50	8	agreement	agreement	NOUN
dpc-503	50	9	was	be	AUX
dpc-503	50	10	estimated	estimate	VERB
dpc-503	50	11	by	by	ADP
dpc-503	50	12	fleiss	fleiss	NOUN
dpc-503	50	13	’	'	PUNCT
dpc-503	50	14	κ	κ	NOUN
dpc-503	50	15	and	and	CCONJ
dpc-503	50	16	its	its	PRON
dpc-503	50	17	 	 	SPACE
dpc-503	50	18	95	95	NUM
dpc-503	50	19	%	%	NOUN
dpc-503	50	20	confidence	confidence	NOUN
dpc-503	50	21	interval	interval	NOUN
dpc-503	50	22	(	(	PUNCT
dpc-503	50	23	ci	ci	NOUN
dpc-503	50	24	)	)	PUNCT
dpc-503	50	25	.	.	PUNCT
dpc-503	51	1	in	in	ADP
dpc-503	51	2	a	a	DET
dpc-503	51	3	second	second	ADJ
dpc-503	51	4	phase	phase	NOUN
dpc-503	51	5	,	,	PUNCT
dpc-503	51	6	we	we	PRON
dpc-503	51	7	retrospectively	retrospectively	ADV
dpc-503	51	8	collected	collect	VERB
dpc-503	51	9	 	 	SPACE
dpc-503	51	10	2	2	NUM
dpc-503	51	11	 	 	SPACE
dpc-503	51	12	clinical	clinical	ADJ
dpc-503	51	13	data	datum	NOUN
dpc-503	51	14	(	(	PUNCT
dpc-503	51	15	diameter	diameter	NOUN
dpc-503	51	16	and	and	CCONJ
dpc-503	51	17	body	body	NOUN
dpc-503	51	18	site	site	NOUN
dpc-503	51	19	)	)	PUNCT
dpc-503	51	20	and	and	CCONJ
dpc-503	51	21	 	 	SPACE
dpc-503	51	22	2	2	NUM
dpc-503	51	23	 	 	SPACE
dpc-503	51	24	personal	personal	ADJ
dpc-503	51	25	data	datum	NOUN
dpc-503	51	26	(	(	PUNCT
dpc-503	51	27	age	age	NOUN
dpc-503	51	28	and	and	CCONJ
dpc-503	51	29	sex	sex	NOUN
dpc-503	51	30	)	)	PUNCT
dpc-503	51	31	sets	set	NOUN
dpc-503	51	32	for	for	ADP
dpc-503	51	33	each	each	PRON
dpc-503	51	34	of	of	ADP
dpc-503	51	35	the	the	DET
dpc-503	51	36	 	 	SPACE
dpc-503	51	37	450	450	NUM
dpc-503	51	38	 	 	SPACE
dpc-503	51	39	msls	msls	NOUN
dpc-503	51	40	,	,	PUNCT
dpc-503	51	41	obtaining	obtain	VERB
dpc-503	51	42	an	an	DET
dpc-503	51	43	integrated	integrated	ADJ
dpc-503	51	44	database	database	NOUN
dpc-503	51	45	of	of	ADP
dpc-503	51	46	 	 	SPACE
dpc-503	51	47	450	450	NUM
dpc-503	51	48	 	 	SPACE
dpc-503	51	49	images	image	NOUN
dpc-503	51	50	associated	associate	VERB
dpc-503	51	51	with	with	ADP
dpc-503	51	52	 	 	SPACE
dpc-503	51	53	18	18	NUM
dpc-503	51	54	 	 	SPACE
dpc-503	51	55	subjective	subjective	ADJ
dpc-503	51	56	(	(	PUNCT
dpc-503	51	57	ie	ie	X
dpc-503	51	58	,	,	PUNCT
dpc-503	51	59	dermoscopic	dermoscopic	ADJ
dpc-503	51	60	data	data	PROPN
dpc-503	51	61	)	)	PUNCT
dpc-503	51	62	and	and	CCONJ
dpc-503	51	63	 	 	SPACE
dpc-503	51	64	4	4	NUM
dpc-503	51	65	 	 	SPACE
dpc-503	51	66	objective	objective	ADJ
dpc-503	51	67	variables	variable	NOUN
dpc-503	51	68	(	(	PUNCT
dpc-503	51	69	ie	ie	X
dpc-503	51	70	,	,	PUNCT
dpc-503	51	71	clinical	clinical	ADJ
dpc-503	51	72	-	-	PUNCT
dpc-503	51	73	personal	personal	ADJ
dpc-503	51	74	data	datum	NOUN
dpc-503	51	75	)	)	PUNCT
dpc-503	51	76	.	.	PUNCT
dpc-503	52	1	in	in	ADP
dpc-503	52	2	order	order	NOUN
dpc-503	52	3	to	to	PART
dpc-503	52	4	be	be	AUX
dpc-503	52	5	tested	test	VERB
dpc-503	52	6	for	for	ADP
dpc-503	52	7	risk	risk	NOUN
dpc-503	52	8	factors	factor	NOUN
dpc-503	52	9	for	for	ADP
dpc-503	52	10	malignancy	malignancy	NOUN
dpc-503	52	11	,	,	PUNCT
dpc-503	52	12	they	they	PRON
dpc-503	52	13	were	be	AUX
dpc-503	52	14	evaluated	evaluate	VERB
dpc-503	52	15	both	both	CCONJ
dpc-503	52	16	in	in	ADP
dpc-503	52	17	their	their	PRON
dpc-503	52	18	original	original	ADJ
dpc-503	52	19	form	form	NOUN
dpc-503	52	20	as	as	ADP
dpc-503	52	21	 	 	SPACE
dpc-503	52	22	5	5	NUM
dpc-503	52	23	 	 	SPACE
dpc-503	52	24	whole	whole	ADJ
dpc-503	52	25	variables	variable	NOUN
dpc-503	52	26	and	and	CCONJ
dpc-503	52	27	in	in	ADP
dpc-503	52	28	their	their	PRON
dpc-503	52	29	binary	binary	ADJ
dpc-503	52	30	-	-	PUNCT
dpc-503	52	31	coded	code	VERB
dpc-503	52	32	form	form	NOUN
dpc-503	52	33	as	as	ADP
dpc-503	52	34	 	 	SPACE
dpc-503	52	35	42	42	NUM
dpc-503	52	36	 	 	SPACE
dpc-503	52	37	simple	simple	ADJ
dpc-503	52	38	variables	variable	NOUN
dpc-503	52	39	.	.	PUNCT
dpc-503	53	1	age	age	NOUN
dpc-503	53	2	and	and	CCONJ
dpc-503	53	3	maximum	maximum	ADJ
dpc-503	53	4	diameter	diameter	NOUN
dpc-503	53	5	were	be	AUX
dpc-503	53	6	dichotomized	dichotomize	VERB
dpc-503	53	7	to	to	PART
dpc-503	53	8	account	account	VERB
dpc-503	53	9	for	for	ADP
dpc-503	53	10	some	some	DET
dpc-503	53	11	interesting	interesting	ADJ
dpc-503	53	12	cut	cut	NOUN
dpc-503	53	13	-	-	PUNCT
dpc-503	53	14	off	off	ADP
dpc-503	53	15	values	value	NOUN
dpc-503	53	16	.	.	PUNCT
dpc-503	54	1	the	the	DET
dpc-503	54	2	lesion	lesion	NOUN
dpc-503	54	3	site	site	NOUN
dpc-503	54	4	was	be	AUX
dpc-503	54	5	described	describe	VERB
dpc-503	54	6	according	accord	VERB
dpc-503	54	7	to	to	ADP
dpc-503	54	8	anatable	anatable	ADJ
dpc-503	54	9	1	1	NUM
dpc-503	54	10	.	.	PUNCT
dpc-503	55	1	discriminant	discriminant	ADJ
dpc-503	55	2	analysis	analysis	NOUN
dpc-503	55	3	showing	show	VERB
dpc-503	55	4	f	f	NOUN
dpc-503	55	5	-	-	PUNCT
dpc-503	55	6	statistics	statistic	NOUN
dpc-503	55	7	(	(	PUNCT
dpc-503	55	8	f	f	X
dpc-503	55	9	)	)	PUNCT
dpc-503	55	10	and	and	CCONJ
dpc-503	55	11	p	p	NOUN
dpc-503	55	12	-	-	PUNCT
dpc-503	55	13	value	value	NOUN
dpc-503	55	14	(	(	PUNCT
dpc-503	55	15	p	p	NOUN
dpc-503	55	16	)	)	PUNCT
dpc-503	55	17	of	of	ADP
dpc-503	55	18	all	all	DET
dpc-503	55	19	dermoscopic	dermoscopic	NOUN
dpc-503	55	20	,	,	PUNCT
dpc-503	55	21	clinical	clinical	ADJ
dpc-503	55	22	,	,	PUNCT
dpc-503	55	23	and	and	CCONJ
dpc-503	55	24	personal	personal	ADJ
dpc-503	55	25	variables	variable	NOUN
dpc-503	55	26	(	(	PUNCT
dpc-503	55	27	47	47	NUM
dpc-503	55	28	)	)	PUNCT
dpc-503	55	29	coded	code	VERB
dpc-503	55	30	into	into	ADP
dpc-503	55	31	38	38	NUM
dpc-503	55	32	simple	simple	ADJ
dpc-503	55	33	variables	variable	NOUN
dpc-503	55	34	,	,	PUNCT
dpc-503	55	35	5	5	NUM
dpc-503	55	36	whole	whole	ADJ
dpc-503	55	37	variables	variable	NOUN
dpc-503	55	38	(	(	PUNCT
dpc-503	55	39	bold	bold	ADJ
dpc-503	55	40	)	)	PUNCT
dpc-503	55	41	,	,	PUNCT
dpc-503	55	42	and	and	CCONJ
dpc-503	55	43	4	4	NUM
dpc-503	55	44	grouped	group	VERB
dpc-503	55	45	variables	variable	NOUN
dpc-503	55	46	(	(	PUNCT
dpc-503	55	47	italics	italic	NOUN
dpc-503	55	48	)	)	PUNCT
dpc-503	55	49	integrated	integrate	VERB
dpc-503	55	50	variables	variable	NOUN
dpc-503	55	51	f	f	PROPN
dpc-503	55	52	p	p	X
dpc-503	55	53	integrated	integrate	VERB
dpc-503	55	54	variables	variable	NOUN
dpc-503	55	55	f	f	PROPN
dpc-503	55	56	p	p	NOUN
dpc-503	55	57	age	age	NOUN
dpc-503	55	58	(	(	PUNCT
dpc-503	55	59	years	year	NOUN
dpc-503	55	60	)	)	PUNCT
dpc-503	55	61	253	253	NUM
dpc-503	55	62	.000	.000	NUM
dpc-503	55	63	atypical	atypical	ADJ
dpc-503	55	64	vascular	vascular	ADJ
dpc-503	55	65	pattern	pattern	NOUN
dpc-503	55	66	(	(	PUNCT
dpc-503	55	67	avp	avp	PROPN
dpc-503	55	68	)	)	PUNCT
dpc-503	55	69	21.2	21.2	NUM
dpc-503	55	70	.000	.000	NUM
dpc-503	55	71	maximum	maximum	ADJ
dpc-503	55	72	diameter	diameter	NOUN
dpc-503	55	73	(	(	PUNCT
dpc-503	55	74	mm	mm	NOUN
dpc-503	55	75	)	)	PUNCT
dpc-503	55	76	227	227	NUM
dpc-503	55	77	.000	.000	NUM
dpc-503	55	78	shoulders	shoulder	NOUN
dpc-503	55	79	13.7	13.7	NUM
dpc-503	55	80	.000	.000	NUM
dpc-503	55	81	age	age	NOUN
dpc-503	55	82	cut	cut	NOUN
dpc-503	55	83	-	-	PUNCT
dpc-503	55	84	off	off	ADP
dpc-503	55	85	≥40	≥40	PROPN
dpc-503	55	86	years	year	NOUN
dpc-503	55	87	197	197	NUM
dpc-503	55	88	.000	.000	NUM
dpc-503	55	89	group	group	NOUN
dpc-503	55	90	c	c	NOUN
dpc-503	55	91	:	:	PUNCT
dpc-503	55	92	seldom	seldom	ADV
dpc-503	55	93	exposed	expose	VERB
dpc-503	55	94	sites	site	NOUN
dpc-503	55	95	13.5	13.5	NUM
dpc-503	55	96	.000	.000	NUM
dpc-503	55	97	age	age	NOUN
dpc-503	55	98	cut	cut	NOUN
dpc-503	55	99	-	-	PUNCT
dpc-503	55	100	off	off	ADP
dpc-503	55	101	≥60	≥60	PROPN
dpc-503	55	102	years	year	NOUN
dpc-503	55	103	167	167	NUM
dpc-503	55	104	.000	.000	NUM
dpc-503	55	105	hypopigmented	hypopigmente	VERB
dpc-503	55	106	areas	area	NOUN
dpc-503	55	107	13.4	13.4	NUM
dpc-503	55	108	.000	.000	NUM
dpc-503	55	109	maximum	maximum	ADJ
dpc-503	55	110	diameter	diameter	NOUN
dpc-503	55	111	cut	cut	NOUN
dpc-503	55	112	-	-	PUNCT
dpc-503	55	113	off	off	NOUN
dpc-503	55	114	≥8	≥8	NOUN
dpc-503	55	115	152	152	NUM
dpc-503	55	116	.000	.000	NUM
dpc-503	55	117	blue	blue	ADJ
dpc-503	55	118	-	-	PUNCT
dpc-503	55	119	gray	gray	ADJ
dpc-503	55	120	globules	globule	NOUN
dpc-503	55	121	13.3	13.3	NUM
dpc-503	55	122	.000	.000	NUM
dpc-503	55	123	age	age	NOUN
dpc-503	55	124	cut	cut	NOUN
dpc-503	55	125	-	-	PUNCT
dpc-503	55	126	off	off	ADP
dpc-503	55	127	≥50	≥50	NOUN
dpc-503	55	128	years	year	NOUN
dpc-503	55	129	146	146	NUM
dpc-503	55	130	.000	.000	NUM
dpc-503	55	131	arms	arm	NOUN
dpc-503	55	132	+	+	CCONJ
dpc-503	55	133	hands	hand	NOUN
dpc-503	55	134	12.6	12.6	NUM
dpc-503	55	135	.000	.000	NUM
dpc-503	55	136	maximum	maximum	ADJ
dpc-503	55	137	diameter	diameter	NOUN
dpc-503	55	138	cut	cut	NOUN
dpc-503	55	139	-	-	PUNCT
dpc-503	55	140	off	off	NOUN
dpc-503	55	141	≥5	≥5	NUM
dpc-503	55	142	133	133	NUM
dpc-503	55	143	.000	.000	NUM
dpc-503	55	144	group	group	NOUN
dpc-503	55	145	a	a	X
dpc-503	55	146	:	:	PUNCT
dpc-503	55	147	chronically	chronically	ADV
dpc-503	55	148	exposed	expose	VERB
dpc-503	55	149	sites	site	NOUN
dpc-503	55	150	12.1	12.1	NUM
dpc-503	55	151	.001	.001	NUM
dpc-503	55	152	maximum	maximum	ADJ
dpc-503	55	153	diameter	diameter	NOUN
dpc-503	55	154	cut	cut	NOUN
dpc-503	55	155	-	-	PUNCT
dpc-503	55	156	off	off	ADP
dpc-503	56	1	≥7	≥7	PROPN
dpc-503	56	2	mm	mm	PROPN
dpc-503	56	3	129	129	NUM
dpc-503	56	4	.000	.000	NUM
dpc-503	56	5	group	group	NOUN
dpc-503	56	6	d	d	NOUN
dpc-503	56	7	:	:	PUNCT
dpc-503	56	8	rarely	rarely	ADV
dpc-503	56	9	exposed	expose	VERB
dpc-503	56	10	sites	site	NOUN
dpc-503	56	11	9.73	9.73	NUM
dpc-503	56	12	.002	.002	NUM
dpc-503	56	13	maximum	maximum	ADJ
dpc-503	56	14	diameter	diameter	NOUN
dpc-503	56	15	cut	cut	NOUN
dpc-503	56	16	-	-	PUNCT
dpc-503	56	17	off	off	NOUN
dpc-503	56	18	>	>	ADV
dpc-503	56	19	10	10	NUM
dpc-503	56	20	mm	mm	NOUN
dpc-503	56	21	124	124	NUM
dpc-503	56	22	.000	.000	NUM
dpc-503	56	23	back	back	ADV
dpc-503	56	24	7.21	7.21	NUM
dpc-503	56	25	.007	.007	NUM
dpc-503	56	26	atypical	atypical	ADJ
dpc-503	56	27	network	network	NOUN
dpc-503	56	28	110	110	NUM
dpc-503	56	29	.000	.000	NUM
dpc-503	56	30	anatomical	anatomical	ADJ
dpc-503	56	31	site	site	NOUN
dpc-503	56	32	6.82	6.82	NUM
dpc-503	56	33	.009	.009	NUM
dpc-503	56	34	age	age	NOUN
dpc-503	56	35	cut	cut	PROPN
dpc-503	56	36	-	-	PUNCT
dpc-503	56	37	off	off	NOUN
dpc-503	56	38	≥30	≥30	PROPN
dpc-503	56	39	years	year	NOUN
dpc-503	56	40	108	108	NUM
dpc-503	56	41	.000	.000	NUM
dpc-503	56	42	neck	neck	NOUN
dpc-503	56	43	6.78	6.78	NUM
dpc-503	56	44	.009	.009	NUM
dpc-503	56	45	blue	blue	ADJ
dpc-503	56	46	-	-	PUNCT
dpc-503	56	47	white	white	ADJ
dpc-503	56	48	veil	veil	NOUN
dpc-503	56	49	104	104	NUM
dpc-503	56	50	.000	.000	NUM
dpc-503	56	51	chest	chest	NOUN
dpc-503	56	52	/	/	SYM
dpc-503	56	53	breast	breast	NOUN
dpc-503	56	54	5.68	5.68	NUM
dpc-503	56	55	.017	.017	NUM
dpc-503	56	56	shiny	shiny	ADJ
dpc-503	56	57	white	white	ADJ
dpc-503	56	58	streaks	streak	NOUN
dpc-503	56	59	99.5	99.5	NUM
dpc-503	56	60	.000	.000	NUM
dpc-503	56	61	ankle	ankle	NOUN
dpc-503	56	62	+	+	X
dpc-503	56	63	back	back	ADV
dpc-503	56	64	of	of	ADP
dpc-503	56	65	the	the	DET
dpc-503	56	66	feet	foot	NOUN
dpc-503	56	67	5.47	5.47	NUM
dpc-503	56	68	.019	.019	NUM
dpc-503	56	69	irregular	irregular	ADJ
dpc-503	56	70	pigmented	pigmented	ADJ
dpc-503	56	71	blotches	blotch	NOUN
dpc-503	56	72	67.6	67.6	NUM
dpc-503	56	73	.000	.000	NUM
dpc-503	56	74	side	side	NOUN
dpc-503	56	75	4.35	4.35	NUM
dpc-503	56	76	.037	.037	NUM
dpc-503	56	77	irregular	irregular	ADJ
dpc-503	56	78	streaks	streak	NOUN
dpc-503	56	79	55.6	55.6	NUM
dpc-503	56	80	.000	.000	NUM
dpc-503	56	81	head	head	NOUN
dpc-503	56	82	2.69	2.69	NUM
dpc-503	56	83	.102	.102	NUM
dpc-503	56	84	pink	pink	ADJ
dpc-503	56	85	areas	area	NOUN
dpc-503	56	86	52.3	52.3	NUM
dpc-503	56	87	.000	.000	NUM
dpc-503	56	88	multicolor	multicolor	NOUN
dpc-503	56	89	pattern	pattern	NOUN
dpc-503	56	90	2.68	2.68	NUM
dpc-503	56	91	.06	.06	NUM
dpc-503	56	92	blue	blue	ADJ
dpc-503	56	93	-	-	PUNCT
dpc-503	56	94	white	white	ADJ
dpc-503	56	95	veil	veil	NOUN
dpc-503	56	96	>	>	X
dpc-503	56	97	30	30	NUM
dpc-503	56	98	%	%	NOUN
dpc-503	56	99	47.6	47.6	NUM
dpc-503	56	100	.000	.000	NUM
dpc-503	56	101	broad	broad	ADJ
dpc-503	56	102	network	network	NOUN
dpc-503	56	103	2.57	2.57	NUM
dpc-503	56	104	.08	.08	NUM
dpc-503	56	105	white	white	ADJ
dpc-503	56	106	scar	scar	NOUN
dpc-503	56	107	-	-	PUNCT
dpc-503	56	108	like	like	ADJ
dpc-503	56	109	areas	area	NOUN
dpc-503	56	110	41.1	41.1	NUM
dpc-503	56	111	.000	.000	NUM
dpc-503	56	112	bottom	bottom	ADP
dpc-503	56	113	2.55	2.55	NUM
dpc-503	56	114	.110	.110	NUM
dpc-503	56	115	blue	blue	ADJ
dpc-503	56	116	-	-	PUNCT
dpc-503	56	117	gray	gray	ADJ
dpc-503	56	118	peppering	pepper	VERB
dpc-503	56	119	39.2	39.2	NUM
dpc-503	56	120	.000	.000	NUM
dpc-503	56	121	abdomen	abdoman	NOUN
dpc-503	56	122	2.30	2.30	NUM
dpc-503	56	123	.130	.130	NUM
dpc-503	56	124	uv	uv	NOUN
dpc-503	56	125	-	-	PUNCT
dpc-503	56	126	exposed	expose	VERB
dpc-503	56	127	body	body	NOUN
dpc-503	56	128	areas	area	NOUN
dpc-503	56	129	39.2	39.2	NUM
dpc-503	56	130	.000	.000	NUM
dpc-503	56	131	radial	radial	ADJ
dpc-503	56	132	streaming	streaming	NOUN
dpc-503	56	133	2.6	2.6	NUM
dpc-503	56	134	.10	.10	NUM
dpc-503	56	135	group	group	NOUN
dpc-503	56	136	b	b	NOUN
dpc-503	56	137	:	:	PUNCT
dpc-503	56	138	frequently	frequently	ADV
dpc-503	56	139	exposed	expose	VERB
dpc-503	56	140	sites	site	NOUN
dpc-503	56	141	27.9	27.9	NUM
dpc-503	56	142	.000	.000	NUM
dpc-503	56	143	multiple	multiple	ADJ
dpc-503	56	144	brown	brown	ADJ
dpc-503	56	145	dots	dot	NOUN
dpc-503	56	146	2.3	2.3	NUM
dpc-503	56	147	.12	.12	NUM
dpc-503	56	148	legs	leg	NOUN
dpc-503	56	149	23.5	23.5	NUM
dpc-503	56	150	.000	.000	NUM
dpc-503	56	151	light	light	ADJ
dpc-503	56	152	brown	brown	ADJ
dpc-503	56	153	areas	area	NOUN
dpc-503	56	154	2.1	2.1	NUM
dpc-503	56	155	.13	.13	NUM
dpc-503	56	156	irregular	irregular	ADJ
dpc-503	56	157	dots	dot	NOUN
dpc-503	56	158	and	and	CCONJ
dpc-503	56	159	globules	globules	PROPN
dpc-503	56	160	(	(	PUNCT
dpc-503	56	161	idg	idg	PROPN
dpc-503	56	162	)	)	PUNCT
dpc-503	56	163	22.6	22.6	NUM
dpc-503	56	164	.000	.000	NUM
dpc-503	56	165	gender	gender	NOUN
dpc-503	56	166	2.1	2.1	NUM
dpc-503	56	167	.28	.28	NUM
dpc-503	56	168	emm	emm	PROPN
dpc-503	56	169	and	and	CCONJ
dpc-503	56	170	an	an	PRON
dpc-503	56	171	was	be	AUX
dpc-503	56	172	quantified	quantify	VERB
dpc-503	56	173	by	by	ADP
dpc-503	56	174	means	mean	NOUN
dpc-503	56	175	of	of	ADP
dpc-503	56	176	f	f	PROPN
dpc-503	56	177	-	-	PUNCT
dpc-503	56	178	statistics	statistic	NOUN
dpc-503	56	179	.	.	PUNCT
dpc-503	57	1	statistical	statistical	ADJ
dpc-503	57	2	significance	significance	NOUN
dpc-503	57	3	(	(	PUNCT
dpc-503	57	4	p<0.05	p<0.05	NOUN
dpc-503	57	5	)	)	PUNCT
dpc-503	57	6	was	be	AUX
dpc-503	57	7	obtained	obtain	VERB
dpc-503	57	8	by	by	ADP
dpc-503	57	9	 	 	SPACE
dpc-503	57	10	37/47	37/47	NUM
dpc-503	57	11	 	 	SPACE
dpc-503	57	12	variables	variable	NOUN
dpc-503	57	13	.	.	PUNCT
dpc-503	58	1	taken	take	VERB
dpc-503	58	2	together	together	ADV
dpc-503	58	3	,	,	PUNCT
dpc-503	58	4	the	the	DET
dpc-503	58	5	results	result	NOUN
dpc-503	58	6	of	of	ADP
dpc-503	58	7	this	this	DET
dpc-503	58	8	analysis	analysis	NOUN
dpc-503	58	9	showed	show	VERB
dpc-503	58	10	that	that	SCONJ
dpc-503	58	11	:	:	PUNCT
dpc-503	58	12	1	1	X
dpc-503	58	13	)	)	PUNCT
dpc-503	58	14	age	age	NOUN
dpc-503	58	15	and	and	CCONJ
dpc-503	58	16	diameter	diameter	NOUN
dpc-503	58	17	exhibited	exhibit	VERB
dpc-503	58	18	the	the	DET
dpc-503	58	19	highest	high	ADJ
dpc-503	58	20	discriminant	discriminant	ADJ
dpc-503	58	21	power	power	NOUN
dpc-503	58	22	for	for	ADP
dpc-503	58	23	emm	emm	PROPN
dpc-503	58	24	when	when	SCONJ
dpc-503	58	25	considered	consider	VERB
dpc-503	58	26	as	as	ADP
dpc-503	58	27	whole	whole	ADJ
dpc-503	58	28	or	or	CCONJ
dpc-503	58	29	simple	simple	ADJ
dpc-503	58	30	variables	variable	NOUN
dpc-503	58	31	;	;	PUNCT
dpc-503	58	32	2	2	X
dpc-503	58	33	)	)	PUNCT
dpc-503	58	34	the	the	DET
dpc-503	58	35	classification	classification	NOUN
dpc-503	58	36	of	of	ADP
dpc-503	58	37	anatomical	anatomical	ADJ
dpc-503	58	38	sites	site	NOUN
dpc-503	58	39	into	into	ADP
dpc-503	58	40	 	 	SPACE
dpc-503	58	41	4	4	NUM
dpc-503	58	42	 	 	SPACE
dpc-503	58	43	body	body	NOUN
dpc-503	58	44	area	area	NOUN
dpc-503	58	45	groups	group	NOUN
dpc-503	58	46	according	accord	VERB
dpc-503	58	47	to	to	ADP
dpc-503	58	48	uv	uv	NOUN
dpc-503	58	49	exposure	exposure	NOUN
dpc-503	58	50	resulted	result	VERB
dpc-503	58	51	in	in	ADP
dpc-503	58	52	association	association	NOUN
dpc-503	58	53	with	with	ADP
dpc-503	58	54	malignancy	malignancy	NOUN
dpc-503	58	55	(	(	PUNCT
dpc-503	58	56	eg	eg	NOUN
dpc-503	58	57	,	,	PUNCT
dpc-503	58	58	body	body	NOUN
dpc-503	58	59	site	site	NOUN
dpc-503	58	60	“	"	PUNCT
dpc-503	58	61	head	head	NOUN
dpc-503	58	62	”	"	PUNCT
dpc-503	58	63	obtained	obtain	VERB
dpc-503	58	64	p>0.05	p>0.05	PROPN
dpc-503	58	65	 	 	SPACE
dpc-503	58	66	and	and	CCONJ
dpc-503	58	67	f<2.69	f<2.69	NOUN
dpc-503	58	68	 	 	SPACE
dpc-503	58	69	as	as	ADP
dpc-503	58	70	simple	simple	ADJ
dpc-503	58	71	variable	variable	NOUN
dpc-503	58	72	,	,	PUNCT
dpc-503	58	73	but	but	CCONJ
dpc-503	59	1	p<0.05	p<0.05	NOUN
dpc-503	59	2	 	 	SPACE
dpc-503	59	3	and	and	CCONJ
dpc-503	59	4	f=12.1	f=12.1	NOUN
dpc-503	59	5	 	 	SPACE
dpc-503	59	6	when	when	SCONJ
dpc-503	59	7	as	as	ADP
dpc-503	59	8	part	part	NOUN
dpc-503	59	9	of	of	ADP
dpc-503	59	10	group	group	NOUN
dpc-503	59	11	a	a	PROPN
dpc-503	59	12	,	,	PUNCT
dpc-503	59	13	chronically	chronically	ADV
dpc-503	59	14	exposed	expose	VERB
dpc-503	59	15	body	body	NOUN
dpc-503	59	16	areas	area	NOUN
dpc-503	59	17	)	)	PUNCT
dpc-503	59	18	;	;	PUNCT
dpc-503	59	19	3	3	X
dpc-503	59	20	)	)	PUNCT
dpc-503	59	21	none	none	NOUN
dpc-503	59	22	of	of	ADP
dpc-503	59	23	the	the	DET
dpc-503	59	24	dermoscopic	dermoscopic	NOUN
dpc-503	59	25	features	feature	NOUN
dpc-503	59	26	reached	reach	VERB
dpc-503	59	27	f>110	f>110	PROPN
dpc-503	59	28	,	,	PUNCT
dpc-503	59	29	demonstrating	demonstrate	VERB
dpc-503	59	30	moderate	moderate	ADJ
dpc-503	59	31	impact	impact	NOUN
dpc-503	59	32	;	;	PUNCT
dpc-503	59	33	and	and	CCONJ
dpc-503	59	34	 	 	SPACE
dpc-503	59	35	4	4	NUM
dpc-503	59	36	)	)	PUNCT
dpc-503	59	37	as	as	SCONJ
dpc-503	59	38	reported	report	VERB
dpc-503	59	39	in	in	ADP
dpc-503	59	40	table	table	NOUN
dpc-503	59	41	 	 	SPACE
dpc-503	59	42	2	2	NUM
dpc-503	59	43	,	,	PUNCT
dpc-503	59	44	agreement	agreement	NOUN
dpc-503	59	45	between	between	ADP
dpc-503	59	46	experts	expert	NOUN
dpc-503	59	47	research	research	NOUN
dpc-503	59	48	|	|	ADV
dpc-503	59	49	dermatol	dermatol	NOUN
dpc-503	59	50	pract	pract	NOUN
dpc-503	59	51	concept	concept	NOUN
dpc-503	59	52	2018;8(4):16	2018;8(4):16	NUM
dpc-503	59	53	327	327	NUM
dpc-503	59	54	that	that	PRON
dpc-503	59	55	develop	develop	VERB
dpc-503	59	56	due	due	ADP
dpc-503	59	57	to	to	ADP
dpc-503	59	58	uv	uv	NOUN
dpc-503	59	59	exposure	exposure	NOUN
dpc-503	59	60	[	[	X
dpc-503	59	61	5	5	NUM
dpc-503	59	62	-	-	SYM
dpc-503	59	63	7	7	NUM
dpc-503	59	64	]	]	PUNCT
dpc-503	59	65	.	.	PUNCT
dpc-503	60	1	in	in	ADP
dpc-503	60	2	conclusion	conclusion	NOUN
dpc-503	60	3	,	,	PUNCT
dpc-503	60	4	despite	despite	SCONJ
dpc-503	60	5	the	the	DET
dpc-503	60	6	contemporary	contemporary	ADJ
dpc-503	60	7	presence	presence	NOUN
dpc-503	60	8	of	of	ADP
dpc-503	60	9	an	an	DET
dpc-503	60	10	atypical	atypical	ADJ
dpc-503	60	11	network	network	NOUN
dpc-503	60	12	,	,	PUNCT
dpc-503	60	13	blue	blue	ADJ
dpc-503	60	14	-	-	PUNCT
dpc-503	60	15	white	white	ADJ
dpc-503	60	16	veil	veil	NOUN
dpc-503	60	17	,	,	PUNCT
dpc-503	60	18	and	and	CCONJ
dpc-503	60	19	shiny	shiny	ADJ
dpc-503	60	20	white	white	ADJ
dpc-503	60	21	streaks	streak	NOUN
dpc-503	60	22	within	within	ADP
dpc-503	60	23	an	an	DET
dpc-503	60	24	equivocal	equivocal	ADJ
dpc-503	60	25	msls	msls	NOUN
dpc-503	60	26	,	,	PUNCT
dpc-503	60	27	which	which	PRON
dpc-503	60	28	may	may	AUX
dpc-503	60	29	indicate	indicate	VERB
dpc-503	60	30	malignancy	malignancy	NOUN
dpc-503	60	31	,	,	PUNCT
dpc-503	60	32	the	the	DET
dpc-503	60	33	objective	objective	ADJ
dpc-503	60	34	clinical	clinical	ADJ
dpc-503	60	35	and	and	CCONJ
dpc-503	60	36	personal	personal	ADJ
dpc-503	60	37	data	datum	NOUN
dpc-503	60	38	collected	collect	VERB
dpc-503	60	39	could	could	AUX
dpc-503	60	40	supply	supply	VERB
dpc-503	60	41	a	a	DET
dpc-503	60	42	fundamental	fundamental	ADJ
dpc-503	60	43	contribution	contribution	NOUN
dpc-503	60	44	in	in	ADP
dpc-503	60	45	the	the	DET
dpc-503	60	46	correct	correct	ADJ
dpc-503	60	47	diagnosis	diagnosis	NOUN
dpc-503	60	48	of	of	ADP
dpc-503	60	49	equivocal	equivocal	ADJ
dpc-503	60	50	msls	msls	NOUN
dpc-503	60	51	and	and	CCONJ
dpc-503	60	52	should	should	AUX
dpc-503	60	53	be	be	AUX
dpc-503	60	54	included	include	VERB
dpc-503	60	55	in	in	ADP
dpc-503	60	56	diagnostic	diagnostic	ADJ
dpc-503	60	57	algorithms	algorithm	NOUN
dpc-503	60	58	.	.	PUNCT
dpc-503	61	1	references	reference	NOUN
dpc-503	61	2	1	1	NUM
dpc-503	61	3	.	.	PUNCT
dpc-503	61	4	argenziano	argenziano	ADJ
dpc-503	61	5	g	g	NOUN
dpc-503	61	6	,	,	PUNCT
dpc-503	61	7	cerroni	cerroni	NOUN
dpc-503	61	8	l	l	NOUN
dpc-503	61	9	,	,	PUNCT
dpc-503	61	10	zalaudek	zalaudek	PROPN
dpc-503	61	11	i	i	PROPN
dpc-503	61	12	,	,	PUNCT
dpc-503	61	13	et	et	PROPN
dpc-503	61	14	 	 	SPACE
dpc-503	61	15	al	al	PROPN
dpc-503	61	16	.	.	PROPN
dpc-503	61	17	accuracy	accuracy	NOUN
dpc-503	61	18	in	in	ADP
dpc-503	61	19	melanoma	melanoma	NOUN
dpc-503	61	20	detection	detection	NOUN
dpc-503	61	21	:	:	PUNCT
dpc-503	61	22	a	a	DET
dpc-503	61	23	 	 	SPACE
dpc-503	61	24	10	10	NUM
dpc-503	61	25	-	-	PUNCT
dpc-503	61	26	year	year	NOUN
dpc-503	61	27	multicenter	multicenter	NOUN
dpc-503	61	28	survey	survey	NOUN
dpc-503	61	29	.	.	PUNCT
dpc-503	62	1	j	j	PROPN
dpc-503	62	2	am	be	AUX
dpc-503	62	3	acad	acad	ADJ
dpc-503	62	4	dermatol	dermatol	NOUN
dpc-503	62	5	.	.	PUNCT
dpc-503	63	1	2012;67(1):54	2012;67(1):54	NUM
dpc-503	63	2	-	-	SYM
dpc-503	63	3	59	59	NUM
dpc-503	63	4	.	.	PUNCT
dpc-503	64	1	2	2	NUM
dpc-503	64	2	.	.	X
dpc-503	64	3	carrera	carrera	PROPN
dpc-503	64	4	c	c	PROPN
dpc-503	64	5	,	,	PUNCT
dpc-503	64	6	marchetti	marchetti	PROPN
dpc-503	64	7	ma	ma	PROPN
dpc-503	64	8	,	,	PUNCT
dpc-503	64	9	dusza	dusza	PROPN
dpc-503	64	10	sw	sw	PROPN
dpc-503	64	11	,	,	PUNCT
dpc-503	64	12	et	et	PROPN
dpc-503	64	13	 	 	SPACE
dpc-503	64	14	al	al	PROPN
dpc-503	64	15	.	.	PROPN
dpc-503	64	16	validity	validity	NOUN
dpc-503	64	17	and	and	CCONJ
dpc-503	64	18	reliability	reliability	NOUN
dpc-503	64	19	of	of	ADP
dpc-503	64	20	dermoscopic	dermoscopic	ADJ
dpc-503	64	21	criteria	criterion	NOUN
dpc-503	64	22	used	use	VERB
dpc-503	64	23	to	to	PART
dpc-503	64	24	differentiate	differentiate	VERB
dpc-503	64	25	nevi	nevi	ADV
dpc-503	64	26	from	from	ADP
dpc-503	64	27	melanoma	melanoma	NOUN
dpc-503	64	28	:	:	PUNCT
dpc-503	64	29	a	a	DET
dpc-503	64	30	web	web	NOUN
dpc-503	64	31	-	-	PUNCT
dpc-503	64	32	based	base	VERB
dpc-503	64	33	international	international	ADJ
dpc-503	64	34	dermoscopy	dermoscopy	NOUN
dpc-503	64	35	society	society	NOUN
dpc-503	64	36	study	study	NOUN
dpc-503	64	37	.	.	PUNCT
dpc-503	65	1	jama	jama	PROPN
dpc-503	65	2	dermatol	dermatol	NOUN
dpc-503	65	3	.	.	PUNCT
dpc-503	66	1	2016;152(7):798	2016;152(7):798	NUM
dpc-503	66	2	-	-	SYM
dpc-503	66	3	806	806	NUM
dpc-503	66	4	.	.	PUNCT
dpc-503	67	1	3	3	X
dpc-503	67	2	.	.	X
dpc-503	67	3	abbasi	abbasi	PROPN
dpc-503	67	4	nr	nr	PROPN
dpc-503	67	5	,	,	PUNCT
dpc-503	67	6	yancovitz	yancovitz	PROPN
dpc-503	67	7	m	m	PROPN
dpc-503	67	8	,	,	PUNCT
dpc-503	67	9	gutkowiczkrusin	gutkowiczkrusin	PROPN
dpc-503	67	10	d	d	PROPN
dpc-503	67	11	,	,	PUNCT
dpc-503	67	12	et	et	PROPN
dpc-503	67	13	 	 	SPACE
dpc-503	67	14	al	al	PROPN
dpc-503	67	15	.	.	PUNCT
dpc-503	67	16	utility	utility	NOUN
dpc-503	67	17	of	of	ADP
dpc-503	67	18	lesion	lesion	NOUN
dpc-503	67	19	diameter	diameter	NOUN
dpc-503	67	20	in	in	ADP
dpc-503	67	21	the	the	DET
dpc-503	67	22	clinical	clinical	ADJ
dpc-503	67	23	diagnosis	diagnosis	NOUN
dpc-503	67	24	of	of	ADP
dpc-503	67	25	cutaneous	cutaneous	ADJ
dpc-503	67	26	melawas	melawas	NOUN
dpc-503	67	27	generally	generally	ADV
dpc-503	67	28	poor	poor	ADJ
dpc-503	67	29	,	,	PUNCT
dpc-503	67	30	with	with	ADP
dpc-503	67	31	the	the	DET
dpc-503	67	32	exception	exception	NOUN
dpc-503	67	33	of	of	ADP
dpc-503	67	34	white	white	ADJ
dpc-503	67	35	shiny	shiny	ADJ
dpc-503	67	36	streaks	streak	NOUN
dpc-503	67	37	(	(	PUNCT
dpc-503	67	38	κ	κ	X
dpc-503	67	39	=	=	NOUN
dpc-503	67	40	0.418	0.418	NUM
dpc-503	67	41	,	,	PUNCT
dpc-503	67	42	95	95	NUM
dpc-503	67	43	%	%	NOUN
dpc-503	67	44	ci	ci	NOUN
dpc-503	67	45	 	 	SPACE
dpc-503	67	46	0.403	0.403	NUM
dpc-503	67	47	-	-	NUM
dpc-503	67	48	0.432	0.432	NUM
dpc-503	67	49	)	)	PUNCT
dpc-503	68	1	albeit	albeit	SCONJ
dpc-503	68	2	of	of	ADP
dpc-503	68	3	intermediate	intermediate	ADJ
dpc-503	68	4	level	level	NOUN
dpc-503	68	5	,	,	PUNCT
dpc-503	68	6	which	which	PRON
dpc-503	68	7	was	be	AUX
dpc-503	68	8	probably	probably	ADV
dpc-503	68	9	due	due	ADJ
dpc-503	68	10	to	to	ADP
dpc-503	68	11	the	the	DET
dpc-503	68	12	clear	clear	ADV
dpc-503	68	13	-	-	PUNCT
dpc-503	68	14	cut	cut	VERB
dpc-503	68	15	appearance	appearance	NOUN
dpc-503	68	16	of	of	ADP
dpc-503	68	17	this	this	DET
dpc-503	68	18	pattern	pattern	NOUN
dpc-503	68	19	.	.	PUNCT
dpc-503	69	1	conclusions	conclusion	NOUN
dpc-503	69	2	the	the	DET
dpc-503	69	3	method	method	NOUN
dpc-503	69	4	of	of	ADP
dpc-503	69	5	combining	combine	VERB
dpc-503	69	6	clinical	clinical	ADJ
dpc-503	69	7	and	and	CCONJ
dpc-503	69	8	personal	personal	ADJ
dpc-503	69	9	data	datum	NOUN
dpc-503	69	10	with	with	ADP
dpc-503	69	11	dermoscopic	dermoscopic	PROPN
dpc-503	69	12	variables	variable	NOUN
dpc-503	69	13	proved	prove	VERB
dpc-503	69	14	to	to	PART
dpc-503	69	15	be	be	AUX
dpc-503	69	16	highly	highly	ADV
dpc-503	69	17	useful	useful	ADJ
dpc-503	69	18	diagnostically	diagnostically	ADV
dpc-503	69	19	in	in	ADP
dpc-503	69	20	differentiating	differentiate	VERB
dpc-503	69	21	regressing	regress	VERB
dpc-503	69	22	mm	mm	PROPN
dpc-503	69	23	from	from	ADP
dpc-503	69	24	regressing	regress	VERB
dpc-503	69	25	nevi	nevi	NOUN
dpc-503	70	1	[	[	X
dpc-503	70	2	8	8	NUM
dpc-503	70	3	]	]	PUNCT
dpc-503	70	4	.	.	PUNCT
dpc-503	71	1	here	here	ADV
dpc-503	71	2	in	in	ADP
dpc-503	71	3	this	this	DET
dpc-503	71	4	dataset	dataset	NOUN
dpc-503	71	5	of	of	ADP
dpc-503	71	6	emm	emm	PROPN
dpc-503	71	7	and	and	CCONJ
dpc-503	71	8	an	an	PRON
dpc-503	71	9	,	,	PUNCT
dpc-503	71	10	the	the	DET
dpc-503	71	11	relative	relative	ADJ
dpc-503	71	12	impact	impact	NOUN
dpc-503	71	13	of	of	ADP
dpc-503	71	14	dermoscopic	dermoscopic	ADJ
dpc-503	71	15	structures	structure	NOUN
dpc-503	71	16	was	be	AUX
dpc-503	71	17	moderate	moderate	ADJ
dpc-503	71	18	and	and	CCONJ
dpc-503	71	19	their	their	PRON
dpc-503	71	20	recognition	recognition	NOUN
dpc-503	71	21	was	be	AUX
dpc-503	71	22	confirmed	confirm	VERB
dpc-503	71	23	to	to	PART
dpc-503	71	24	be	be	AUX
dpc-503	71	25	a	a	DET
dpc-503	71	26	rather	rather	ADV
dpc-503	71	27	subjective	subjective	ADJ
dpc-503	71	28	and	and	CCONJ
dpc-503	71	29	equivocal	equivocal	ADJ
dpc-503	71	30	method	method	NOUN
dpc-503	71	31	with	with	ADP
dpc-503	71	32	unsatisfactory	unsatisfactory	ADJ
dpc-503	71	33	agreement	agreement	NOUN
dpc-503	71	34	[	[	X
dpc-503	71	35	1,2	1,2	NUM
dpc-503	71	36	]	]	PUNCT
dpc-503	71	37	.	.	PUNCT
dpc-503	72	1	our	our	PRON
dpc-503	72	2	findings	finding	NOUN
dpc-503	72	3	are	be	AUX
dpc-503	72	4	in	in	ADP
dpc-503	72	5	line	line	NOUN
dpc-503	72	6	with	with	ADP
dpc-503	72	7	recent	recent	ADJ
dpc-503	72	8	epidemiological	epidemiological	ADJ
dpc-503	72	9	data	datum	NOUN
dpc-503	72	10	in	in	ADP
dpc-503	72	11	that	that	PRON
dpc-503	72	12	emm	emm	PROPN
dpc-503	72	13	shows	show	VERB
dpc-503	72	14	a	a	DET
dpc-503	72	15	trend	trend	NOUN
dpc-503	72	16	to	to	PART
dpc-503	72	17	be	be	AUX
dpc-503	72	18	increasing	increase	VERB
dpc-503	72	19	in	in	ADP
dpc-503	72	20	prevalence	prevalence	NOUN
dpc-503	72	21	in	in	ADP
dpc-503	72	22	the	the	DET
dpc-503	72	23	elderly	elderly	ADJ
dpc-503	72	24	with	with	ADP
dpc-503	72	25	no	no	DET
dpc-503	72	26	gender	gender	NOUN
dpc-503	72	27	predominance	predominance	NOUN
dpc-503	72	28	[	[	X
dpc-503	72	29	5,6	5,6	NUM
dpc-503	72	30	]	]	PUNCT
dpc-503	72	31	,	,	PUNCT
dpc-503	72	32	a	a	DET
dpc-503	72	33	strong	strong	ADJ
dpc-503	72	34	correlation	correlation	NOUN
dpc-503	72	35	with	with	ADP
dpc-503	72	36	lesion	lesion	NOUN
dpc-503	72	37	maximum	maximum	NOUN
dpc-503	72	38	diameter	diameter	NOUN
dpc-503	73	1	[	[	X
dpc-503	73	2	7,8	7,8	NUM
dpc-503	73	3	]	]	PUNCT
dpc-503	73	4	,	,	PUNCT
dpc-503	73	5	and	and	CCONJ
dpc-503	73	6	a	a	DET
dpc-503	73	7	moderate	moderate	ADJ
dpc-503	73	8	correlation	correlation	NOUN
dpc-503	73	9	with	with	ADP
dpc-503	73	10	uv	uv	NOUN
dpc-503	73	11	exposure	exposure	NOUN
dpc-503	73	12	(	(	PUNCT
dpc-503	73	13	f=39.4	f=39.4	PROPN
dpc-503	73	14	)	)	PUNCT
dpc-503	73	15	.	.	PUNCT
dpc-503	74	1	this	this	PRON
dpc-503	74	2	probably	probably	ADV
dpc-503	74	3	reflects	reflect	VERB
dpc-503	74	4	only	only	ADV
dpc-503	74	5	a	a	DET
dpc-503	74	6	fraction	fraction	NOUN
dpc-503	74	7	of	of	ADP
dpc-503	74	8	emm	emm	PROPN
dpc-503	74	9	table	table	NOUN
dpc-503	74	10	2	2	NUM
dpc-503	74	11	.	.	NOUN
dpc-503	74	12	concordance	concordance	NOUN
dpc-503	74	13	levels	level	NOUN
dpc-503	74	14	of	of	ADP
dpc-503	74	15	experts	expert	NOUN
dpc-503	74	16	(	(	PUNCT
dpc-503	74	17	d1	d1	NOUN
dpc-503	74	18	-	-	PUNCT
dpc-503	74	19	d5	d5	NOUN
dpc-503	74	20	)	)	PUNCT
dpc-503	74	21	in	in	ADP
dpc-503	74	22	recognition	recognition	NOUN
dpc-503	74	23	of	of	ADP
dpc-503	74	24	dermoscopic	dermoscopic	ADJ
dpc-503	74	25	structures	structure	NOUN
dpc-503	74	26	(	(	PUNCT
dpc-503	74	27	only	only	ADV
dpc-503	74	28	variables	variable	NOUN
dpc-503	74	29	that	that	PRON
dpc-503	74	30	obtained	obtain	VERB
dpc-503	74	31	p	p	PRON
dpc-503	74	32	>	>	X
dpc-503	74	33	0.05	0.05	NUM
dpc-503	74	34	are	be	AUX
dpc-503	74	35	shown	show	VERB
dpc-503	74	36	)	)	PUNCT
dpc-503	74	37	dermoscopic	dermoscopic	ADJ
dpc-503	74	38	variable	variable	ADJ
dpc-503	74	39	fleiss	fleiss	NOUN
dpc-503	74	40	’	'	PUNCT
dpc-503	74	41	κ	κ	NOUN
dpc-503	75	1	[	[	X
dpc-503	75	2	95	95	NUM
dpc-503	75	3	%	%	NOUN
dpc-503	75	4	ci	ci	NOUN
dpc-503	75	5	]	]	X
dpc-503	75	6	strength	strength	NOUN
dpc-503	75	7	of	of	ADP
dpc-503	75	8	agreement	agreement	NOUN
dpc-503	75	9	shiny	shiny	ADJ
dpc-503	75	10	white	white	ADJ
dpc-503	75	11	streaks	streak	NOUN
dpc-503	75	12	0.418	0.418	NUM
dpc-503	75	13	[	[	PUNCT
dpc-503	75	14	0.403	0.403	NUM
dpc-503	75	15	-	-	SYM
dpc-503	75	16	0.432	0.432	NUM
dpc-503	75	17	]	]	PUNCT
dpc-503	75	18	intermediate	intermediate	ADJ
dpc-503	75	19	irregular	irregular	ADJ
dpc-503	75	20	dots	dot	NOUN
dpc-503	75	21	and	and	CCONJ
dpc-503	75	22	globules	globule	NOUN
dpc-503	75	23	0.375	0.375	NUM
dpc-503	75	24	[	[	X
dpc-503	75	25	0.360	0.360	NUM
dpc-503	75	26	-	-	SYM
dpc-503	75	27	0.389	0.389	NUM
dpc-503	75	28	]	]	PUNCT
dpc-503	75	29	poor	poor	ADJ
dpc-503	75	30	blue	blue	ADJ
dpc-503	75	31	-	-	PUNCT
dpc-503	75	32	white	white	ADJ
dpc-503	75	33	veil	veil	NOUN
dpc-503	75	34	0.334	0.334	NUM
dpc-503	76	1	[	[	X
dpc-503	76	2	0.320	0.320	NUM
dpc-503	76	3	-	-	SYM
dpc-503	76	4	0.349	0.349	NUM
dpc-503	76	5	]	]	PUNCT
dpc-503	76	6	poor	poor	ADJ
dpc-503	76	7	blue	blue	ADJ
dpc-503	76	8	-	-	PUNCT
dpc-503	76	9	gray	gray	ADJ
dpc-503	76	10	globules	globule	NOUN
dpc-503	76	11	0.302	0.302	NUM
dpc-503	77	1	[	[	X
dpc-503	77	2	0.287	0.287	NUM
dpc-503	77	3	-	-	SYM
dpc-503	77	4	0.316	0.316	NUM
dpc-503	77	5	]	]	PUNCT
dpc-503	77	6	poor	poor	ADJ
dpc-503	77	7	hypopigmented	hypopigmente	VERB
dpc-503	77	8	areas	area	NOUN
dpc-503	77	9	0.297	0.297	NUM
dpc-503	78	1	[	[	X
dpc-503	78	2	0.283	0.283	NUM
dpc-503	78	3	-	-	SYM
dpc-503	78	4	0.312	0.312	NUM
dpc-503	78	5	]	]	PUNCT
dpc-503	78	6	poor	poor	ADJ
dpc-503	78	7	irregular	irregular	ADJ
dpc-503	78	8	streaks	streak	NOUN
dpc-503	78	9	0.254	0.254	NUM
dpc-503	78	10	[	[	X
dpc-503	78	11	0.239	0.239	NUM
dpc-503	78	12	-	-	PUNCT
dpc-503	78	13	0.268	0.268	NUM
dpc-503	78	14	]	]	PUNCT
dpc-503	78	15	poor	poor	ADJ
dpc-503	78	16	atypical	atypical	ADJ
dpc-503	78	17	network	network	NOUN
dpc-503	78	18	0.238	0.238	NUM
dpc-503	78	19	[	[	X
dpc-503	78	20	0.224	0.224	NUM
dpc-503	78	21	-	-	SYM
dpc-503	78	22	0.253	0.253	NUM
dpc-503	78	23	]	]	PUNCT
dpc-503	78	24	poor	poor	ADJ
dpc-503	78	25	white	white	ADJ
dpc-503	78	26	scar	scar	NOUN
dpc-503	78	27	-	-	PUNCT
dpc-503	78	28	like	like	ADJ
dpc-503	78	29	areas	area	NOUN
dpc-503	78	30	0.214	0.214	NOUN
dpc-503	79	1	[	[	X
dpc-503	79	2	0.200	0.200	NUM
dpc-503	79	3	-	-	PUNCT
dpc-503	79	4	0.229	0.229	NUM
dpc-503	79	5	]	]	PUNCT
dpc-503	79	6	poor	poor	ADJ
dpc-503	79	7	pigmented	pigmented	ADJ
dpc-503	79	8	areas	area	NOUN
dpc-503	79	9	0.163	0.163	NUM
dpc-503	80	1	[	[	X
dpc-503	80	2	0.148	0.148	NUM
dpc-503	80	3	-	-	SYM
dpc-503	80	4	0.177	0.177	NUM
dpc-503	80	5	]	]	PUNCT
dpc-503	80	6	poor	poor	ADJ
dpc-503	80	7	blue	blue	ADJ
dpc-503	80	8	-	-	PUNCT
dpc-503	80	9	white	white	ADJ
dpc-503	80	10	veil	veil	NOUN
dpc-503	80	11	>	>	X
dpc-503	80	12	30	30	NUM
dpc-503	80	13	0.151	0.151	NUM
dpc-503	80	14	[	[	PUNCT
dpc-503	80	15	0.137	0.137	NUM
dpc-503	80	16	-	-	SYM
dpc-503	80	17	0.166	0.166	NUM
dpc-503	80	18	]	]	PUNCT
dpc-503	80	19	poor	poor	ADJ
dpc-503	80	20	atypical	atypical	ADJ
dpc-503	80	21	vascular	vascular	ADJ
dpc-503	80	22	pattern	pattern	NOUN
dpc-503	80	23	0.100	0.100	NUM
dpc-503	81	1	[	[	X
dpc-503	81	2	0.085	0.085	NUM
dpc-503	81	3	-	-	SYM
dpc-503	81	4	0.114	0.114	NUM
dpc-503	81	5	]	]	PUNCT
dpc-503	81	6	poor	poor	ADJ
dpc-503	81	7	blue	blue	ADJ
dpc-503	81	8	-	-	PUNCT
dpc-503	81	9	gray	gray	ADJ
dpc-503	81	10	peppering	peppering	NOUN
dpc-503	81	11	0.098	0.098	NUM
dpc-503	81	12	[	[	X
dpc-503	81	13	0.084	0.084	NUM
dpc-503	81	14	-	-	SYM
dpc-503	81	15	0.113	0.113	NUM
dpc-503	81	16	]	]	PUNCT
dpc-503	81	17	poor	poor	ADJ
dpc-503	81	18	irregular	irregular	ADJ
dpc-503	81	19	pigmented	pigmented	ADJ
dpc-503	81	20	blotches	blotch	NOUN
dpc-503	81	21	0.077	0.077	NUM
dpc-503	81	22	[	[	X
dpc-503	81	23	0.063	0.063	NUM
dpc-503	81	24	-	-	PUNCT
dpc-503	81	25	0.091	0.091	NUM
dpc-503	81	26	]	]	PUNCT
dpc-503	81	27	poor	poor	ADJ
dpc-503	81	28	noma	noma	PROPN
dpc-503	81	29	.	.	PUNCT
dpc-503	82	1	arch	arch	ADJ
dpc-503	82	2	dermatol	dermatol	NOUN
dpc-503	82	3	.	.	PUNCT
dpc-503	83	1	2008;144(4):469474	2008;144(4):469474	NUM
dpc-503	83	2	.	.	PROPN
dpc-503	84	1	4	4	NUM
dpc-503	84	2	.	.	X
dpc-503	84	3	moreno	moreno	PROPN
dpc-503	84	4	-	-	PUNCT
dpc-503	84	5	ramírez	ramírez	PROPN
dpc-503	84	6	d	d	PROPN
dpc-503	84	7	,	,	PUNCT
dpc-503	84	8	 	 	SPACE
dpc-503	84	9	ojeda	ojeda	PROPN
dpc-503	84	10	-	-	PUNCT
dpc-503	84	11	vila	vila	PROPN
dpc-503	84	12	t	t	PROPN
dpc-503	84	13	,	,	PUNCT
dpc-503	84	14	 	 	SPACE
dpc-503	84	15	ríosmartín	ríosmartín	NOUN
dpc-503	84	16	jj	jj	PROPN
dpc-503	84	17	,	,	PUNCT
dpc-503	84	18	et	et	PROPN
dpc-503	84	19	 	 	SPACE
dpc-503	84	20	al	al	PROPN
dpc-503	84	21	.	.	PROPN
dpc-503	84	22	association	association	PROPN
dpc-503	84	23	between	between	ADP
dpc-503	84	24	tumor	tumor	NOUN
dpc-503	84	25	size	size	NOUN
dpc-503	84	26	and	and	CCONJ
dpc-503	84	27	breslow	breslow	NOUN
dpc-503	84	28	’s	’s	PART
dpc-503	84	29	thickness	thickness	NOUN
dpc-503	84	30	in	in	ADP
dpc-503	84	31	malignant	malignant	ADJ
dpc-503	84	32	 	 	SPACE
dpc-503	84	33	melanoma	melanoma	NOUN
dpc-503	84	34	:	:	PUNCT
dpc-503	84	35	a	a	DET
dpc-503	84	36	cross	cross	ADJ
dpc-503	84	37	-	-	ADJ
dpc-503	84	38	sectional	sectional	ADJ
dpc-503	84	39	,	,	PUNCT
dpc-503	84	40	multicenter	multicenter	ADJ
dpc-503	84	41	study	study	NOUN
dpc-503	84	42	.	.	PUNCT
dpc-503	85	1	melanoma	melanoma	NOUN
dpc-503	85	2	 	 	SPACE
dpc-503	85	3	res	re	NOUN
dpc-503	85	4	.	.	PUNCT
dpc-503	86	1	2015;25(5	2015;25(5	NUM
dpc-503	86	2	):	):	PUNCT
dpc-503	87	1	450	450	NUM
dpc-503	87	2	-	-	SYM
dpc-503	87	3	452	452	NUM
dpc-503	87	4	.	.	NOUN
dpc-503	87	5	5	5	NUM
dpc-503	87	6	.	.	X
dpc-503	87	7	haenssle	haenssle	PROPN
dpc-503	87	8	ha	ha	INTJ
dpc-503	87	9	,	,	PUNCT
dpc-503	87	10	 	 	SPACE
dpc-503	87	11	mograby	mograby	PROPN
dpc-503	87	12	n	n	CCONJ
dpc-503	87	13	,	,	PUNCT
dpc-503	87	14	 	 	SPACE
dpc-503	87	15	ngassa	ngassa	NOUN
dpc-503	87	16	a	a	X
dpc-503	87	17	,	,	PUNCT
dpc-503	87	18	et	et	PROPN
dpc-503	87	19	 	 	SPACE
dpc-503	87	20	al	al	PROPN
dpc-503	87	21	.	.	PROPN
dpc-503	87	22	association	association	PROPN
dpc-503	87	23	of	of	ADP
dpc-503	87	24	patient	patient	ADJ
dpc-503	87	25	risk	risk	NOUN
dpc-503	87	26	factors	factor	NOUN
dpc-503	87	27	and	and	CCONJ
dpc-503	87	28	frequency	frequency	NOUN
dpc-503	87	29	of	of	ADP
dpc-503	87	30	nevus	nevus	NOUN
dpc-503	87	31	-	-	PUNCT
dpc-503	87	32	associated	associate	VERB
dpc-503	87	33	cutaneous	cutaneous	ADJ
dpc-503	87	34	melanomas	melanomas	NOUN
dpc-503	87	35	.	.	PUNCT
dpc-503	88	1	jama	jama	PROPN
dpc-503	88	2	dermatol	dermatol	NOUN
dpc-503	88	3	.	.	PUNCT
dpc-503	88	4	 	 	SPACE
dpc-503	89	1	2016;152(3):291	2016;152(3):291	NUM
dpc-503	89	2	-	-	SYM
dpc-503	89	3	298	298	NUM
dpc-503	89	4	.	.	NOUN
dpc-503	90	1	6	6	NUM
dpc-503	90	2	.	.	X
dpc-503	90	3	whiteman	whiteman	PROPN
dpc-503	90	4	dc	dc	PROPN
dpc-503	90	5	,	,	PUNCT
dpc-503	90	6	green	green	PROPN
dpc-503	90	7	ac	ac	PROPN
dpc-503	90	8	,	,	PUNCT
dpc-503	90	9	olsen	olsen	NOUN
dpc-503	90	10	cm	cm	NOUN
dpc-503	90	11	.	.	PUNCT
dpc-503	91	1	the	the	DET
dpc-503	91	2	growing	grow	VERB
dpc-503	91	3	burden	burden	NOUN
dpc-503	91	4	of	of	ADP
dpc-503	91	5	invasive	invasive	ADJ
dpc-503	91	6	melanoma	melanoma	NOUN
dpc-503	91	7	:	:	PUNCT
dpc-503	91	8	projections	projection	NOUN
dpc-503	91	9	of	of	ADP
dpc-503	91	10	incidence	incidence	NOUN
dpc-503	91	11	rates	rate	NOUN
dpc-503	91	12	and	and	CCONJ
dpc-503	91	13	numbers	number	NOUN
dpc-503	91	14	of	of	ADP
dpc-503	91	15	new	new	ADJ
dpc-503	91	16	cases	case	NOUN
dpc-503	91	17	in	in	ADP
dpc-503	91	18	six	six	NUM
dpc-503	91	19	susceptible	susceptible	ADJ
dpc-503	91	20	populations	population	NOUN
dpc-503	91	21	through	through	ADP
dpc-503	91	22	 	 	SPACE
dpc-503	91	23	2031	2031	NUM
dpc-503	91	24	.	.	PUNCT
dpc-503	92	1	j	j	PROPN
dpc-503	92	2	invest	invest	VERB
dpc-503	92	3	dermatol	dermatol	NOUN
dpc-503	92	4	.	.	PUNCT
dpc-503	93	1	2016;136(6):1161	2016;136(6):1161	NUM
dpc-503	93	2	-	-	SYM
dpc-503	93	3	1171	1171	NUM
dpc-503	93	4	.	.	PUNCT
dpc-503	94	1	7	7	X
dpc-503	94	2	.	.	X
dpc-503	95	1	liu	liu	PROPN
dpc-503	95	2	f	f	PROPN
dpc-503	95	3	,	,	PUNCT
dpc-503	95	4	bessonova	bessonova	X
dpc-503	95	5	l	l	PROPN
dpc-503	95	6	,	,	PUNCT
dpc-503	95	7	taylor	taylor	PROPN
dpc-503	95	8	th	th	PROPN
dpc-503	95	9	,	,	PUNCT
dpc-503	95	10	et	et	PROPN
dpc-503	95	11	 	 	SPACE
dpc-503	95	12	al	al	PROPN
dpc-503	95	13	.	.	PUNCT
dpc-503	96	1	a	a	DET
dpc-503	96	2	unique	unique	ADJ
dpc-503	96	3	gender	gender	NOUN
dpc-503	96	4	difference	difference	NOUN
dpc-503	96	5	in	in	ADP
dpc-503	96	6	early	early	ADJ
dpc-503	96	7	onset	onset	ADJ
dpc-503	96	8	melanoma	melanoma	NOUN
dpc-503	96	9	implies	imply	VERB
dpc-503	96	10	that	that	SCONJ
dpc-503	96	11	in	in	ADP
dpc-503	96	12	addition	addition	NOUN
dpc-503	96	13	to	to	ADP
dpc-503	96	14	ultraviolet	ultraviolet	ADJ
dpc-503	96	15	light	light	ADJ
dpc-503	96	16	exposure	exposure	NOUN
dpc-503	96	17	other	other	ADJ
dpc-503	96	18	causative	causative	ADJ
dpc-503	96	19	factors	factor	NOUN
dpc-503	96	20	are	be	AUX
dpc-503	96	21	important	important	ADJ
dpc-503	96	22	.	.	PUNCT
dpc-503	97	1	pigment	pigment	ADJ
dpc-503	97	2	cell	cell	NOUN
dpc-503	97	3	melanoma	melanoma	NOUN
dpc-503	97	4	res	re	NOUN
dpc-503	97	5	.	.	PUNCT
dpc-503	97	6	2013	2013	NUM
dpc-503	97	7	;	;	PUNCT
dpc-503	97	8	26(1):128–135	26(1):128–135	NUM
dpc-503	97	9	.	.	NOUN
dpc-503	97	10	8	8	NUM
dpc-503	97	11	.	.	X
dpc-503	98	1	rubegni	rubegni	NOUN
dpc-503	98	2	p	p	NOUN
dpc-503	98	3	,	,	PUNCT
dpc-503	98	4	tognetti	tognetti	ADJ
dpc-503	98	5	l	l	NOUN
dpc-503	98	6	,	,	PUNCT
dpc-503	98	7	argenziano	argenziano	ADJ
dpc-503	98	8	g	g	NOUN
dpc-503	98	9	,	,	PUNCT
dpc-503	98	10	et	et	PROPN
dpc-503	98	11	 	 	SPACE
dpc-503	98	12	al	al	PROPN
dpc-503	98	13	.	.	PUNCT
dpc-503	99	1	a	a	DET
dpc-503	99	2	risk	risk	NOUN
dpc-503	99	3	scoring	scoring	NOUN
dpc-503	99	4	system	system	NOUN
dpc-503	99	5	for	for	ADP
dpc-503	99	6	the	the	DET
dpc-503	99	7	differentiation	differentiation	NOUN
dpc-503	99	8	between	between	ADP
dpc-503	99	9	melanoma	melanoma	NOUN
dpc-503	99	10	with	with	ADP
dpc-503	99	11	regression	regression	NOUN
dpc-503	99	12	and	and	CCONJ
dpc-503	99	13	regressing	regress	VERB
dpc-503	99	14	nevi	nevi	PROPN
dpc-503	99	15	.	.	PUNCT
dpc-503	100	1	j	j	PROPN
dpc-503	100	2	dermatol	dermatol	NOUN
dpc-503	100	3	sci	sci	PROPN
dpc-503	100	4	.	.	PROPN
dpc-503	100	5	2016	2016	NUM
dpc-503	100	6	;	;	PUNCT
dpc-503	100	7	83(2):138	83(2):138	PROPN
dpc-503	100	8	-	-	PUNCT
dpc-503	100	9	144	144	NUM
dpc-503	100	10	.	.	PUNCT