id	sid	tid	token	lemma	pos
dpc-1797	1	1	melanoma	melanoma	NOUN
dpc-1797	1	2	today	today	NOUN
dpc-1797	1	3	dpc	dpc	PROPN
dpc-1797	1	4	journal	journal	PROPN
dpc-1797	1	5	special	special	ADJ
dpc-1797	1	6	issue	issue	NOUN
dpc-1797	1	7	table	table	NOUN
dpc-1797	1	8	of	of	ADP
dpc-1797	1	9	contents	content	NOUN
dpc-1797	1	10	epidemiology	epidemiology	NOUN
dpc-1797	1	11	and	and	CCONJ
dpc-1797	1	12	risk	risk	NOUN
dpc-1797	1	13	factors	factor	NOUN
dpc-1797	1	14	of	of	ADP
dpc-1797	1	15	melanoma	melanoma	NOUN
dpc-1797	1	16	:	:	PUNCT
dpc-1797	1	17	a	a	DET
dpc-1797	1	18	review	review	NOUN
dpc-1797	1	19	claudio	claudio	PROPN
dpc-1797	1	20	conforti	conforti	PROPN
dpc-1797	1	21	,	,	PUNCT
dpc-1797	1	22	iris	iris	NOUN
dpc-1797	1	23	zalaudek	zalaudek	PROPN
dpc-1797	1	24	evolution	evolution	NOUN
dpc-1797	1	25	of	of	ADP
dpc-1797	1	26	the	the	DET
dpc-1797	1	27	clinical	clinical	ADJ
dpc-1797	1	28	,	,	PUNCT
dpc-1797	1	29	dermoscopic	dermoscopic	ADJ
dpc-1797	1	30	and	and	CCONJ
dpc-1797	1	31	pathologic	pathologic	ADJ
dpc-1797	1	32	diagnosis	diagnosis	NOUN
dpc-1797	1	33	of	of	ADP
dpc-1797	1	34	melanoma	melanoma	NOUN
dpc-1797	1	35	harald	harald	PROPN
dpc-1797	1	36	kittler	kittler	PROPN
dpc-1797	1	37	melanoma	melanoma	NOUN
dpc-1797	1	38	:	:	PUNCT
dpc-1797	1	39	staging	staging	NOUN
dpc-1797	1	40	and	and	CCONJ
dpc-1797	1	41	follow	follow	VERB
dpc-1797	1	42	-	-	PUNCT
dpc-1797	1	43	up	up	ADP
dpc-1797	1	44	chryssoula	chryssoula	PROPN
dpc-1797	1	45	papageorgiou	papageorgiou	NOUN
dpc-1797	1	46	,	,	PUNCT
dpc-1797	1	47	zoe	zoe	PROPN
dpc-1797	1	48	apalla	apalla	PROPN
dpc-1797	1	49	,	,	PUNCT
dpc-1797	1	50	sofia	sofia	NOUN
dpc-1797	1	51	-	-	PUNCT
dpc-1797	1	52	magdalini	magdalini	PROPN
dpc-1797	1	53	manoli	manoli	PROPN
dpc-1797	1	54	,	,	PUNCT
dpc-1797	1	55	konstantinos	konstantinos	PROPN
dpc-1797	1	56	lallas	lallas	PROPN
dpc-1797	1	57	,	,	PUNCT
dpc-1797	1	58	efstratios	efstratio	NOUN
dpc-1797	1	59	vakirlis	vakirli	NOUN
dpc-1797	1	60	,	,	PUNCT
dpc-1797	1	61	aimilios	aimilios	PROPN
dpc-1797	1	62	lallas	lalla	NOUN
dpc-1797	1	63	current	current	ADJ
dpc-1797	1	64	landscape	landscape	NOUN
dpc-1797	1	65	and	and	CCONJ
dpc-1797	1	66	open	open	ADJ
dpc-1797	1	67	questions	question	NOUN
dpc-1797	1	68	on	on	ADP
dpc-1797	1	69	adjuvant	adjuvant	ADJ
dpc-1797	1	70	therapies	therapy	NOUN
dpc-1797	1	71	in	in	ADP
dpc-1797	1	72	melanoma	melanoma	PROPN
dpc-1797	1	73	vincenzo	vincenzo	PROPN
dpc-1797	1	74	de	de	PROPN
dpc-1797	1	75	falco	falco	PROPN
dpc-1797	1	76	,	,	PUNCT
dpc-1797	1	77	stefania	stefania	PROPN
dpc-1797	1	78	napolitano	napolitano	PROPN
dpc-1797	1	79	,	,	PUNCT
dpc-1797	1	80	luigi	luigi	PROPN
dpc-1797	1	81	pio	pio	PROPN
dpc-1797	1	82	guerrera	guerrera	PROPN
dpc-1797	1	83	,	,	PUNCT
dpc-1797	1	84	teresa	teresa	PROPN
dpc-1797	1	85	troiani	troiani	ADJ
dpc-1797	1	86	treatment	treatment	NOUN
dpc-1797	1	87	of	of	ADP
dpc-1797	1	88	advanced	advanced	ADJ
dpc-1797	1	89	metastatic	metastatic	ADJ
dpc-1797	1	90	melanoma	melanoma	NOUN
dpc-1797	1	91	pietro	pietro	NOUN
dpc-1797	1	92	quaglino	quaglino	PROPN
dpc-1797	1	93	,	,	PUNCT
dpc-1797	1	94	paolo	paolo	PROPN
dpc-1797	1	95	fava	fava	NOUN
dpc-1797	1	96	,	,	PUNCT
dpc-1797	1	97	luca	luca	PROPN
dpc-1797	1	98	tonella	tonella	PROPN
dpc-1797	1	99	,	,	PUNCT
dpc-1797	1	100	marco	marco	PROPN
dpc-1797	1	101	rubatto	rubatto	NOUN
dpc-1797	1	102	,	,	PUNCT
dpc-1797	1	103	simone	simone	NOUN
dpc-1797	1	104	ribero	ribero	PROPN
dpc-1797	1	105	,	,	PUNCT
dpc-1797	1	106	maria	maria	PROPN
dpc-1797	1	107	teresa	teresa	PROPN
dpc-1797	1	108	fierro	fierro	PROPN
dpc-1797	1	109	mattioli	mattioli	PROPN
dpc-1797	1	110	1885	1885	NUM
dpc-1797	1	111	www.mattioli1885.com	www.mattioli1885.com	NOUN
dpc-1797	1	112	chief	chief	ADJ
dpc-1797	1	113	editor	editor	NOUN
dpc-1797	1	114	prof	prof	NOUN
dpc-1797	1	115	.	.	PUNCT
dpc-1797	2	1	giuseppe	giuseppe	PROPN
dpc-1797	2	2	argenziano	argenziano	PROPN
dpc-1797	2	3	,	,	PUNCT
dpc-1797	2	4	md	md	PROPN
dpc-1797	2	5	dermatology	dermatology	NOUN
dpc-1797	2	6	unit	unit	NOUN
dpc-1797	2	7	,	,	PUNCT
dpc-1797	2	8	university	university	PROPN
dpc-1797	2	9	of	of	ADP
dpc-1797	2	10	campania	campania	PROPN
dpc-1797	2	11	luigi	luigi	PROPN
dpc-1797	2	12	vanvitelli	vanvitelli	PROPN
dpc-1797	2	13	,	,	PUNCT
dpc-1797	2	14	naples	naples	PROPN
dpc-1797	2	15	guest	guest	PROPN
dpc-1797	2	16	editors	editor	NOUN
dpc-1797	2	17	prof	prof	PROPN
dpc-1797	2	18	.	.	PUNCT
dpc-1797	3	1	h.	h.	PROPN
dpc-1797	3	2	peter	peter	PROPN
dpc-1797	3	3	soyer	soyer	PROPN
dpc-1797	3	4	,	,	PUNCT
dpc-1797	3	5	md	md	PROPN
dpc-1797	3	6	,	,	PUNCT
dpc-1797	3	7	facd	facd	NOUN
dpc-1797	3	8	,	,	PUNCT
dpc-1797	3	9	fahms	fahm	NOUN
dpc-1797	3	10	chair	chair	NOUN
dpc-1797	3	11	in	in	ADP
dpc-1797	3	12	dermatology	dermatology	NOUN
dpc-1797	3	13	.	.	PUNCT
dpc-1797	4	1	director	director	NOUN
dpc-1797	4	2	,	,	PUNCT
dpc-1797	4	3	dermatology	dermatology	NOUN
dpc-1797	4	4	research	research	NOUN
dpc-1797	4	5	centre	centre	NOUN
dpc-1797	4	6	,	,	PUNCT
dpc-1797	4	7	the	the	DET
dpc-1797	4	8	university	university	PROPN
dpc-1797	4	9	of	of	ADP
dpc-1797	4	10	queensland	queensland	PROPN
dpc-1797	4	11	diamantina	diamantina	PROPN
dpc-1797	4	12	institute	institute	PROPN
dpc-1797	4	13	;	;	PUNCT
dpc-1797	4	14	director	director	NOUN
dpc-1797	4	15	,	,	PUNCT
dpc-1797	4	16	dermatology	dermatology	NOUN
dpc-1797	4	17	department	department	NOUN
dpc-1797	4	18	,	,	PUNCT
dpc-1797	4	19	princess	princess	NOUN
dpc-1797	4	20	alexandra	alexandra	PROPN
dpc-1797	4	21	hospital	hospital	PROPN
dpc-1797	4	22	prof	prof	PROPN
dpc-1797	4	23	.	.	PUNCT
dpc-1797	5	1	paola	paola	PROPN
dpc-1797	5	2	queirolo	queirolo	PROPN
dpc-1797	5	3	,	,	PUNCT
dpc-1797	5	4	md	md	PROPN
dpc-1797	5	5	director	director	NOUN
dpc-1797	5	6	of	of	ADP
dpc-1797	5	7	the	the	DET
dpc-1797	5	8	“	"	PUNCT
dpc-1797	5	9	divisione	divisione	X
dpc-1797	5	10	di	di	X
dpc-1797	5	11	oncologia	oncologia	PROPN
dpc-1797	5	12	medica	medica	PROPN
dpc-1797	5	13	del	del	PROPN
dpc-1797	5	14	melanoma	melanoma	PROPN
dpc-1797	5	15	,	,	PUNCT
dpc-1797	5	16	sarcoma	sarcoma	PROPN
dpc-1797	5	17	e	e	PROPN
dpc-1797	5	18	tumori	tumori	PROPN
dpc-1797	5	19	rari	rari	PROPN
dpc-1797	5	20	”	"	PUNCT
dpc-1797	5	21	istituto	istituto	PROPN
dpc-1797	5	22	europeo	europeo	PROPN
dpc-1797	5	23	di	di	PROPN
dpc-1797	5	24	oncologia	oncologia	PROPN
dpc-1797	5	25	,	,	PUNCT
dpc-1797	5	26	ieo	ieo	PROPN
dpc-1797	5	27	grazie	grazie	PROPN
dpc-1797	5	28	al	al	PROPN
dpc-1797	5	29	contributo	contributo	PROPN
dpc-1797	5	30	di	di	X
dpc-1797	5	31	melanoma	melanoma	PROPN
dpc-1797	5	32	today	today	NOUN
dpc-1797	5	33	dpc	dpc	PROPN
dpc-1797	5	34	journal	journal	PROPN
dpc-1797	5	35	special	special	ADJ
dpc-1797	5	36	issue	issue	NOUN
dpc-1797	5	37	table	table	NOUN
dpc-1797	5	38	of	of	ADP
dpc-1797	5	39	contents	content	NOUN
dpc-1797	5	40	epidemiology	epidemiology	NOUN
dpc-1797	5	41	and	and	CCONJ
dpc-1797	5	42	risk	risk	NOUN
dpc-1797	5	43	factors	factor	NOUN
dpc-1797	5	44	of	of	ADP
dpc-1797	5	45	melanoma	melanoma	NOUN
dpc-1797	5	46	:	:	PUNCT
dpc-1797	5	47	a	a	DET
dpc-1797	5	48	review	review	NOUN
dpc-1797	5	49	claudio	claudio	PROPN
dpc-1797	5	50	conforti	conforti	PROPN
dpc-1797	5	51	,	,	PUNCT
dpc-1797	5	52	iris	iris	NOUN
dpc-1797	5	53	zalaudek	zalaudek	PROPN
dpc-1797	5	54	the	the	DET
dpc-1797	5	55	evolution	evolution	NOUN
dpc-1797	5	56	of	of	ADP
dpc-1797	5	57	the	the	DET
dpc-1797	5	58	clinical	clinical	ADJ
dpc-1797	5	59	,	,	PUNCT
dpc-1797	5	60	dermoscopic	dermoscopic	ADJ
dpc-1797	5	61	and	and	CCONJ
dpc-1797	5	62	pathologic	pathologic	ADJ
dpc-1797	5	63	diagnosis	diagnosis	NOUN
dpc-1797	5	64	of	of	ADP
dpc-1797	5	65	melanoma	melanoma	NOUN
dpc-1797	5	66	harald	harald	PROPN
dpc-1797	5	67	kittler	kittler	PROPN
dpc-1797	5	68	melanoma	melanoma	NOUN
dpc-1797	5	69	:	:	PUNCT
dpc-1797	5	70	staging	staging	NOUN
dpc-1797	5	71	and	and	CCONJ
dpc-1797	5	72	follow	follow	VERB
dpc-1797	5	73	-	-	PUNCT
dpc-1797	5	74	up	up	ADP
dpc-1797	5	75	chryssoula	chryssoula	PROPN
dpc-1797	5	76	papageorgiou	papageorgiou	NOUN
dpc-1797	5	77	,	,	PUNCT
dpc-1797	5	78	zoe	zoe	PROPN
dpc-1797	5	79	apalla	apalla	PROPN
dpc-1797	5	80	,	,	PUNCT
dpc-1797	5	81	sofia	sofia	NOUN
dpc-1797	5	82	-	-	PUNCT
dpc-1797	5	83	magdalini	magdalini	PROPN
dpc-1797	5	84	manoli	manoli	PROPN
dpc-1797	5	85	,	,	PUNCT
dpc-1797	5	86	konstantinos	konstantinos	PROPN
dpc-1797	5	87	lallas	lallas	PROPN
dpc-1797	5	88	,	,	PUNCT
dpc-1797	5	89	efstratios	efstratio	NOUN
dpc-1797	5	90	vakirlis	vakirli	NOUN
dpc-1797	5	91	,	,	PUNCT
dpc-1797	5	92	aimilios	aimilios	PROPN
dpc-1797	5	93	lallas	lalla	NOUN
dpc-1797	5	94	current	current	ADJ
dpc-1797	5	95	landscape	landscape	NOUN
dpc-1797	5	96	and	and	CCONJ
dpc-1797	5	97	open	open	ADJ
dpc-1797	5	98	questions	question	NOUN
dpc-1797	5	99	on	on	ADP
dpc-1797	5	100	adjuvant	adjuvant	ADJ
dpc-1797	5	101	therapies	therapy	NOUN
dpc-1797	5	102	in	in	ADP
dpc-1797	5	103	melanoma	melanoma	PROPN
dpc-1797	5	104	vincenzo	vincenzo	PROPN
dpc-1797	5	105	de	de	PROPN
dpc-1797	5	106	falco	falco	PROPN
dpc-1797	5	107	,	,	PUNCT
dpc-1797	5	108	stefania	stefania	PROPN
dpc-1797	5	109	napolitano	napolitano	PROPN
dpc-1797	5	110	,	,	PUNCT
dpc-1797	5	111	luigi	luigi	PROPN
dpc-1797	5	112	pio	pio	PROPN
dpc-1797	5	113	guerrera	guerrera	PROPN
dpc-1797	5	114	,	,	PUNCT
dpc-1797	5	115	teresa	teresa	PROPN
dpc-1797	5	116	troiani	troiani	ADJ
dpc-1797	5	117	treatment	treatment	NOUN
dpc-1797	5	118	of	of	ADP
dpc-1797	5	119	advanced	advanced	ADJ
dpc-1797	5	120	metastatic	metastatic	ADJ
dpc-1797	5	121	melanoma	melanoma	NOUN
dpc-1797	5	122	pietro	pietro	NOUN
dpc-1797	5	123	quaglino	quaglino	PROPN
dpc-1797	5	124	,	,	PUNCT
dpc-1797	5	125	paolo	paolo	PROPN
dpc-1797	5	126	fava	fava	NOUN
dpc-1797	5	127	,	,	PUNCT
dpc-1797	5	128	luca	luca	PROPN
dpc-1797	5	129	tonella	tonella	PROPN
dpc-1797	5	130	,	,	PUNCT
dpc-1797	5	131	marco	marco	PROPN
dpc-1797	5	132	rubatto	rubatto	NOUN
dpc-1797	5	133	,	,	PUNCT
dpc-1797	5	134	simone	simone	NOUN
dpc-1797	5	135	ribero	ribero	PROPN
dpc-1797	5	136	,	,	PUNCT
dpc-1797	5	137	maria	maria	PROPN
dpc-1797	5	138	teresa	teresa	PROPN
dpc-1797	5	139	fierro	fierro	PROPN
dpc-1797	5	140	mattioli	mattioli	PROPN
dpc-1797	5	141	1885	1885	NUM
dpc-1797	5	142	www.mattioli1885.com	www.mattioli1885.com	NOUN
dpc-1797	5	143	chief	chief	ADJ
dpc-1797	5	144	editor	editor	NOUN
dpc-1797	5	145	prof	prof	NOUN
dpc-1797	5	146	.	.	PUNCT
dpc-1797	6	1	giuseppe	giuseppe	PROPN
dpc-1797	6	2	argenziano	argenziano	PROPN
dpc-1797	6	3	,	,	PUNCT
dpc-1797	6	4	md	md	PROPN
dpc-1797	6	5	dermatology	dermatology	NOUN
dpc-1797	6	6	unit	unit	NOUN
dpc-1797	6	7	,	,	PUNCT
dpc-1797	6	8	university	university	PROPN
dpc-1797	6	9	of	of	ADP
dpc-1797	6	10	campania	campania	PROPN
dpc-1797	6	11	luigi	luigi	PROPN
dpc-1797	6	12	vanvitelli	vanvitelli	PROPN
dpc-1797	6	13	,	,	PUNCT
dpc-1797	6	14	naples	naples	PROPN
dpc-1797	6	15	guest	guest	PROPN
dpc-1797	6	16	editors	editor	NOUN
dpc-1797	6	17	prof	prof	PROPN
dpc-1797	6	18	.	.	PUNCT
dpc-1797	7	1	h.	h.	PROPN
dpc-1797	7	2	peter	peter	PROPN
dpc-1797	7	3	soyer	soyer	PROPN
dpc-1797	7	4	,	,	PUNCT
dpc-1797	7	5	md	md	PROPN
dpc-1797	7	6	,	,	PUNCT
dpc-1797	7	7	facd	facd	NOUN
dpc-1797	7	8	,	,	PUNCT
dpc-1797	7	9	fahms	fahm	NOUN
dpc-1797	7	10	chair	chair	NOUN
dpc-1797	7	11	in	in	ADP
dpc-1797	7	12	dermatology	dermatology	NOUN
dpc-1797	7	13	.	.	PUNCT
dpc-1797	8	1	director	director	NOUN
dpc-1797	8	2	,	,	PUNCT
dpc-1797	8	3	dermatology	dermatology	NOUN
dpc-1797	8	4	research	research	NOUN
dpc-1797	8	5	centre	centre	NOUN
dpc-1797	8	6	,	,	PUNCT
dpc-1797	8	7	the	the	DET
dpc-1797	8	8	university	university	PROPN
dpc-1797	8	9	of	of	ADP
dpc-1797	8	10	queensland	queensland	PROPN
dpc-1797	8	11	diamantina	diamantina	PROPN
dpc-1797	8	12	institute	institute	PROPN
dpc-1797	8	13	;	;	PUNCT
dpc-1797	8	14	director	director	NOUN
dpc-1797	8	15	,	,	PUNCT
dpc-1797	8	16	dermatology	dermatology	NOUN
dpc-1797	8	17	department	department	NOUN
dpc-1797	8	18	,	,	PUNCT
dpc-1797	8	19	princess	princess	NOUN
dpc-1797	8	20	alexandra	alexandra	PROPN
dpc-1797	8	21	hospital	hospital	PROPN
dpc-1797	8	22	prof	prof	PROPN
dpc-1797	8	23	.	.	PUNCT
dpc-1797	9	1	paola	paola	PROPN
dpc-1797	9	2	queirolo	queirolo	PROPN
dpc-1797	9	3	,	,	PUNCT
dpc-1797	9	4	md	md	PROPN
dpc-1797	9	5	director	director	NOUN
dpc-1797	9	6	of	of	ADP
dpc-1797	9	7	the	the	DET
dpc-1797	9	8	“	"	PUNCT
dpc-1797	9	9	divisione	divisione	X
dpc-1797	9	10	di	di	X
dpc-1797	9	11	oncologia	oncologia	PROPN
dpc-1797	9	12	medica	medica	PROPN
dpc-1797	9	13	del	del	PROPN
dpc-1797	9	14	melanoma	melanoma	PROPN
dpc-1797	9	15	,	,	PUNCT
dpc-1797	9	16	sarcoma	sarcoma	PROPN
dpc-1797	9	17	e	e	PROPN
dpc-1797	9	18	tumori	tumori	PROPN
dpc-1797	9	19	rari	rari	PROPN
dpc-1797	9	20	”	"	PUNCT
dpc-1797	9	21	istituto	istituto	PROPN
dpc-1797	9	22	europeo	europeo	PROPN
dpc-1797	9	23	di	di	PROPN
dpc-1797	9	24	oncologia	oncologia	PROPN
dpc-1797	9	25	,	,	PUNCT
dpc-1797	9	26	ieo	ieo	PROPN
dpc-1797	9	27	grazie	grazie	PROPN
dpc-1797	9	28	al	al	PROPN
dpc-1797	9	29	contributo	contributo	PROPN
dpc-1797	9	30	di	di	X
dpc-1797	9	31	melanoma	melanoma	PROPN
dpc-1797	9	32	today	today	NOUN
dpc-1797	9	33	dpc	dpc	PROPN
dpc-1797	9	34	journal	journal	PROPN
dpc-1797	9	35	special	special	ADJ
dpc-1797	9	36	issue	issue	NOUN
dpc-1797	9	37	table	table	NOUN
dpc-1797	9	38	of	of	ADP
dpc-1797	9	39	contents	content	NOUN
dpc-1797	9	40	epidemiology	epidemiology	NOUN
dpc-1797	9	41	and	and	CCONJ
dpc-1797	9	42	risk	risk	NOUN
dpc-1797	9	43	factors	factor	NOUN
dpc-1797	9	44	of	of	ADP
dpc-1797	9	45	melanoma	melanoma	NOUN
dpc-1797	9	46	:	:	PUNCT
dpc-1797	9	47	a	a	DET
dpc-1797	9	48	review	review	NOUN
dpc-1797	9	49	claudio	claudio	PROPN
dpc-1797	9	50	conforti	conforti	PROPN
dpc-1797	9	51	,	,	PUNCT
dpc-1797	9	52	iris	iris	NOUN
dpc-1797	9	53	zalaudek	zalaudek	PROPN
dpc-1797	9	54	the	the	DET
dpc-1797	9	55	evolution	evolution	NOUN
dpc-1797	9	56	of	of	ADP
dpc-1797	9	57	the	the	DET
dpc-1797	9	58	clinical	clinical	ADJ
dpc-1797	9	59	,	,	PUNCT
dpc-1797	9	60	dermoscopic	dermoscopic	ADJ
dpc-1797	9	61	and	and	CCONJ
dpc-1797	9	62	pathologic	pathologic	ADJ
dpc-1797	9	63	diagnosis	diagnosis	NOUN
dpc-1797	9	64	of	of	ADP
dpc-1797	9	65	melanoma	melanoma	NOUN
dpc-1797	9	66	harald	harald	PROPN
dpc-1797	9	67	kittler	kittler	PROPN
dpc-1797	9	68	melanoma	melanoma	NOUN
dpc-1797	9	69	:	:	PUNCT
dpc-1797	9	70	staging	staging	NOUN
dpc-1797	9	71	and	and	CCONJ
dpc-1797	9	72	follow	follow	VERB
dpc-1797	9	73	-	-	PUNCT
dpc-1797	9	74	up	up	ADP
dpc-1797	9	75	chryssoula	chryssoula	PROPN
dpc-1797	9	76	papageorgiou	papageorgiou	NOUN
dpc-1797	9	77	,	,	PUNCT
dpc-1797	9	78	zoe	zoe	PROPN
dpc-1797	9	79	apalla	apalla	PROPN
dpc-1797	9	80	,	,	PUNCT
dpc-1797	9	81	sofia	sofia	NOUN
dpc-1797	9	82	-	-	PUNCT
dpc-1797	9	83	magdalini	magdalini	PROPN
dpc-1797	9	84	manoli	manoli	PROPN
dpc-1797	9	85	,	,	PUNCT
dpc-1797	9	86	konstantinos	konstantinos	PROPN
dpc-1797	9	87	lallas	lallas	PROPN
dpc-1797	9	88	,	,	PUNCT
dpc-1797	9	89	efstratios	efstratio	NOUN
dpc-1797	9	90	vakirlis	vakirli	NOUN
dpc-1797	9	91	,	,	PUNCT
dpc-1797	9	92	aimilios	aimilios	PROPN
dpc-1797	9	93	lallas	lalla	NOUN
dpc-1797	9	94	current	current	ADJ
dpc-1797	9	95	landscape	landscape	NOUN
dpc-1797	9	96	and	and	CCONJ
dpc-1797	9	97	open	open	ADJ
dpc-1797	9	98	questions	question	NOUN
dpc-1797	9	99	on	on	ADP
dpc-1797	9	100	adjuvant	adjuvant	ADJ
dpc-1797	9	101	therapies	therapy	NOUN
dpc-1797	9	102	in	in	ADP
dpc-1797	9	103	melanoma	melanoma	PROPN
dpc-1797	9	104	vincenzo	vincenzo	PROPN
dpc-1797	9	105	de	de	PROPN
dpc-1797	9	106	falco	falco	PROPN
dpc-1797	9	107	,	,	PUNCT
dpc-1797	9	108	stefania	stefania	PROPN
dpc-1797	9	109	napolitano	napolitano	PROPN
dpc-1797	9	110	,	,	PUNCT
dpc-1797	9	111	luigi	luigi	PROPN
dpc-1797	9	112	pio	pio	PROPN
dpc-1797	9	113	guerrera	guerrera	PROPN
dpc-1797	9	114	,	,	PUNCT
dpc-1797	9	115	teresa	teresa	PROPN
dpc-1797	9	116	troiani	troiani	ADJ
dpc-1797	9	117	treatment	treatment	NOUN
dpc-1797	9	118	of	of	ADP
dpc-1797	9	119	advanced	advanced	ADJ
dpc-1797	9	120	metastatic	metastatic	ADJ
dpc-1797	9	121	melanoma	melanoma	NOUN
dpc-1797	9	122	pietro	pietro	NOUN
dpc-1797	9	123	quaglino	quaglino	PROPN
dpc-1797	9	124	,	,	PUNCT
dpc-1797	9	125	paolo	paolo	PROPN
dpc-1797	9	126	fava	fava	NOUN
dpc-1797	9	127	,	,	PUNCT
dpc-1797	9	128	luca	luca	PROPN
dpc-1797	9	129	tonella	tonella	PROPN
dpc-1797	9	130	,	,	PUNCT
dpc-1797	9	131	marco	marco	PROPN
dpc-1797	9	132	rubatto	rubatto	NOUN
dpc-1797	9	133	,	,	PUNCT
dpc-1797	9	134	simone	simone	NOUN
dpc-1797	9	135	ribero	ribero	PROPN
dpc-1797	9	136	,	,	PUNCT
dpc-1797	9	137	maria	maria	PROPN
dpc-1797	9	138	teresa	teresa	PROPN
dpc-1797	9	139	fierro	fierro	PROPN
dpc-1797	9	140	guest	guest	PROPN
dpc-1797	9	141	editors	editor	NOUN
dpc-1797	9	142	prof	prof	PROPN
dpc-1797	9	143	.	.	PUNCT
dpc-1797	10	1	h.	h.	PROPN
dpc-1797	10	2	peter	peter	PROPN
dpc-1797	10	3	soyer	soyer	PROPN
dpc-1797	10	4	,	,	PUNCT
dpc-1797	10	5	md	md	PROPN
dpc-1797	10	6	,	,	PUNCT
dpc-1797	10	7	facd	facd	NOUN
dpc-1797	10	8	,	,	PUNCT
dpc-1797	10	9	fahms	fahm	NOUN
dpc-1797	10	10	chair	chair	NOUN
dpc-1797	10	11	in	in	ADP
dpc-1797	10	12	dermatology	dermatology	NOUN
dpc-1797	10	13	.	.	PUNCT
dpc-1797	11	1	director	director	NOUN
dpc-1797	11	2	,	,	PUNCT
dpc-1797	11	3	dermatology	dermatology	NOUN
dpc-1797	11	4	research	research	NOUN
dpc-1797	11	5	centre	centre	NOUN
dpc-1797	11	6	,	,	PUNCT
dpc-1797	11	7	the	the	DET
dpc-1797	11	8	university	university	PROPN
dpc-1797	11	9	of	of	ADP
dpc-1797	11	10	queensland	queensland	PROPN
dpc-1797	11	11	diamantina	diamantina	PROPN
dpc-1797	11	12	institute	institute	PROPN
dpc-1797	11	13	;	;	PUNCT
dpc-1797	11	14	director	director	NOUN
dpc-1797	11	15	,	,	PUNCT
dpc-1797	11	16	dermatology	dermatology	NOUN
dpc-1797	11	17	department	department	NOUN
dpc-1797	11	18	,	,	PUNCT
dpc-1797	11	19	princess	princess	NOUN
dpc-1797	11	20	alexandra	alexandra	PROPN
dpc-1797	11	21	hospital	hospital	PROPN
dpc-1797	11	22	prof	prof	PROPN
dpc-1797	11	23	.	.	PUNCT
dpc-1797	12	1	paola	paola	PROPN
dpc-1797	12	2	queirolo	queirolo	PROPN
dpc-1797	12	3	,	,	PUNCT
dpc-1797	12	4	md	md	PROPN
dpc-1797	12	5	director	director	NOUN
dpc-1797	12	6	of	of	ADP
dpc-1797	12	7	the	the	DET
dpc-1797	12	8	“	"	PUNCT
dpc-1797	12	9	divisione	divisione	X
dpc-1797	12	10	di	di	X
dpc-1797	12	11	oncologia	oncologia	PROPN
dpc-1797	12	12	medica	medica	PROPN
dpc-1797	12	13	del	del	PROPN
dpc-1797	12	14	melanoma	melanoma	PROPN
dpc-1797	12	15	,	,	PUNCT
dpc-1797	12	16	sarcoma	sarcoma	PROPN
dpc-1797	12	17	e	e	PROPN
dpc-1797	12	18	tumori	tumori	PROPN
dpc-1797	12	19	rari	rari	PROPN
dpc-1797	12	20	”	"	PUNCT
dpc-1797	12	21	istituto	istituto	PROPN
dpc-1797	12	22	europeo	europeo	PROPN
dpc-1797	12	23	di	di	PROPN
dpc-1797	12	24	oncologia	oncologia	PROPN
dpc-1797	12	25	,	,	PUNCT
dpc-1797	12	26	ieo	ieo	NOUN
dpc-1797	12	27	.	.	PROPN
dpc-1797	13	1	thanks	thank	NOUN
dpc-1797	13	2	to	to	ADP
dpc-1797	13	3	dermatology	dermatology	NOUN
dpc-1797	13	4	practical	practical	ADJ
dpc-1797	13	5	&	&	CCONJ
dpc-1797	13	6	conceptual	conceptual	ADJ
dpc-1797	13	7	review	review	NOUN
dpc-1797	13	8	|	|	ADV
dpc-1797	13	9	dermatol	dermatol	ADJ
dpc-1797	13	10	pract	pract	NOUN
dpc-1797	13	11	concept	concept	NOUN
dpc-1797	13	12	.	.	PUNCT
dpc-1797	14	1	2021	2021	NUM
dpc-1797	14	2	;	;	PUNCT
dpc-1797	14	3	11(s1	11(s1	NUM
dpc-1797	14	4	):	):	PUNCT
dpc-1797	14	5	e2021163s	e2021163s	PROPN
dpc-1797	14	6	1	1	NUM
dpc-1797	14	7	evolution	evolution	NOUN
dpc-1797	14	8	of	of	ADP
dpc-1797	14	9	the	the	DET
dpc-1797	14	10	clinical	clinical	ADJ
dpc-1797	14	11	,	,	PUNCT
dpc-1797	14	12	dermoscopic	dermoscopic	ADJ
dpc-1797	14	13	and	and	CCONJ
dpc-1797	14	14	pathologic	pathologic	ADJ
dpc-1797	14	15	diagnosis	diagnosis	NOUN
dpc-1797	14	16	of	of	ADP
dpc-1797	14	17	melanoma	melanoma	PROPN
dpc-1797	14	18	harald	harald	PROPN
dpc-1797	14	19	kittler	kittler	PROPN
dpc-1797	14	20	department	department	PROPN
dpc-1797	14	21	of	of	ADP
dpc-1797	14	22	dermatology	dermatology	NOUN
dpc-1797	14	23	,	,	PUNCT
dpc-1797	14	24	medical	medical	ADJ
dpc-1797	14	25	university	university	PROPN
dpc-1797	14	26	of	of	ADP
dpc-1797	14	27	vienna	vienna	PROPN
dpc-1797	14	28	,	,	PUNCT
dpc-1797	14	29	vienna	vienna	PROPN
dpc-1797	14	30	,	,	PUNCT
dpc-1797	14	31	austria	austria	PROPN
dpc-1797	14	32	key	key	ADJ
dpc-1797	14	33	words	word	NOUN
dpc-1797	14	34	:	:	PUNCT
dpc-1797	14	35	melanoma	melanoma	NOUN
dpc-1797	14	36	,	,	PUNCT
dpc-1797	14	37	dermoscopy	dermoscopy	NOUN
dpc-1797	14	38	,	,	PUNCT
dpc-1797	14	39	dermatoscopy	dermatoscopy	NOUN
dpc-1797	14	40	,	,	PUNCT
dpc-1797	14	41	pathology	pathology	NOUN
dpc-1797	14	42	citation	citation	NOUN
dpc-1797	14	43	:	:	PUNCT
dpc-1797	14	44	kittler	kittler	PROPN
dpc-1797	14	45	h.	h.	PROPN
dpc-1797	14	46	evolution	evolution	NOUN
dpc-1797	14	47	of	of	ADP
dpc-1797	14	48	the	the	DET
dpc-1797	14	49	clinical	clinical	ADJ
dpc-1797	14	50	,	,	PUNCT
dpc-1797	14	51	dermoscopic	dermoscopic	ADJ
dpc-1797	14	52	and	and	CCONJ
dpc-1797	14	53	pathologic	pathologic	ADJ
dpc-1797	14	54	diagnosis	diagnosis	NOUN
dpc-1797	14	55	of	of	ADP
dpc-1797	14	56	melanoma	melanoma	NOUN
dpc-1797	14	57	.	.	PUNCT
dpc-1797	15	1	dermatol	dermatol	NOUN
dpc-1797	15	2	pract	pract	PROPN
dpc-1797	15	3	concept	concept	NOUN
dpc-1797	15	4	.	.	PUNCT
dpc-1797	16	1	2021	2021	NUM
dpc-1797	16	2	;	;	PUNCT
dpc-1797	16	3	11(s1	11(s1	NUM
dpc-1797	16	4	):	):	PUNCT
dpc-1797	17	1	e2021163s	e2021163s	PROPN
dpc-1797	17	2	.	.	PUNCT
dpc-1797	17	3	doi	doi	PROPN
dpc-1797	17	4	:	:	PUNCT
dpc-1797	17	5	https://doi.org/10.5826/dpc.11s1a163s	https://doi.org/10.5826/dpc.11s1a163s	PROPN
dpc-1797	17	6	accepted	accept	VERB
dpc-1797	17	7	:	:	PUNCT
dpc-1797	17	8	april	april	PROPN
dpc-1797	17	9	26	26	NUM
dpc-1797	17	10	,	,	PUNCT
dpc-1797	17	11	2021	2021	NUM
dpc-1797	17	12	;	;	PUNCT
dpc-1797	17	13	published	publish	VERB
dpc-1797	17	14	:	:	PUNCT
dpc-1797	18	1	july	july	PROPN
dpc-1797	18	2	2021	2021	NUM
dpc-1797	18	3	copyright	copyright	NOUN
dpc-1797	18	4	:	:	PUNCT
dpc-1797	18	5	©	©	PROPN
dpc-1797	18	6	2021	2021	NUM
dpc-1797	18	7	kittler	kittler	NOUN
dpc-1797	18	8	.	.	PUNCT
dpc-1797	19	1	this	this	PRON
dpc-1797	19	2	is	be	AUX
dpc-1797	19	3	an	an	DET
dpc-1797	19	4	open	open	ADJ
dpc-1797	19	5	-	-	PUNCT
dpc-1797	19	6	access	access	NOUN
dpc-1797	19	7	article	article	NOUN
dpc-1797	19	8	distributed	distribute	VERB
dpc-1797	19	9	under	under	ADP
dpc-1797	19	10	the	the	DET
dpc-1797	19	11	terms	term	NOUN
dpc-1797	19	12	of	of	ADP
dpc-1797	19	13	the	the	DET
dpc-1797	19	14	creative	creative	ADJ
dpc-1797	19	15	commons	common	NOUN
dpc-1797	19	16	attribution	attribution	NOUN
dpc-1797	19	17	license	license	NOUN
dpc-1797	19	18	by	by	ADP
dpc-1797	19	19	-	-	PUNCT
dpc-1797	19	20	nc-4.0	nc-4.0	NOUN
dpc-1797	19	21	,	,	PUNCT
dpc-1797	19	22	which	which	PRON
dpc-1797	19	23	permits	permit	VERB
dpc-1797	19	24	unrestricted	unrestricted	ADJ
dpc-1797	19	25	noncommercial	noncommercial	ADJ
dpc-1797	19	26	use	use	NOUN
dpc-1797	19	27	,	,	PUNCT
dpc-1797	19	28	distribution	distribution	NOUN
dpc-1797	19	29	,	,	PUNCT
dpc-1797	19	30	and	and	CCONJ
dpc-1797	19	31	reproduction	reproduction	NOUN
dpc-1797	19	32	in	in	ADP
dpc-1797	19	33	any	any	DET
dpc-1797	19	34	medium	medium	NOUN
dpc-1797	19	35	,	,	PUNCT
dpc-1797	19	36	provided	provide	VERB
dpc-1797	19	37	the	the	DET
dpc-1797	19	38	original	original	ADJ
dpc-1797	19	39	authors	author	NOUN
dpc-1797	19	40	and	and	CCONJ
dpc-1797	19	41	source	source	NOUN
dpc-1797	19	42	are	be	AUX
dpc-1797	19	43	credited	credit	VERB
dpc-1797	19	44	.	.	PUNCT
dpc-1797	20	1	funding	funding	NOUN
dpc-1797	20	2	:	:	PUNCT
dpc-1797	20	3	none	none	NOUN
dpc-1797	20	4	competing	compete	VERB
dpc-1797	20	5	interests	interest	NOUN
dpc-1797	20	6	:	:	PUNCT
dpc-1797	20	7	the	the	DET
dpc-1797	20	8	author	author	NOUN
dpc-1797	20	9	has	have	VERB
dpc-1797	20	10	no	no	DET
dpc-1797	20	11	conflict	conflict	NOUN
dpc-1797	20	12	of	of	ADP
dpc-1797	20	13	interest	interest	NOUN
dpc-1797	20	14	to	to	PART
dpc-1797	20	15	disclose	disclose	VERB
dpc-1797	20	16	corresponding	corresponding	ADJ
dpc-1797	20	17	author	author	NOUN
dpc-1797	20	18	:	:	PUNCT
dpc-1797	20	19	harald	harald	PROPN
dpc-1797	20	20	kittler	kittler	PROPN
dpc-1797	20	21	,	,	PUNCT
dpc-1797	20	22	md	md	PROPN
dpc-1797	20	23	.	.	PROPN
dpc-1797	20	24	department	department	PROPN
dpc-1797	20	25	of	of	ADP
dpc-1797	20	26	dermatology	dermatology	NOUN
dpc-1797	20	27	,	,	PUNCT
dpc-1797	20	28	medical	medical	ADJ
dpc-1797	20	29	university	university	PROPN
dpc-1797	20	30	of	of	ADP
dpc-1797	20	31	vienna	vienna	PROPN
dpc-1797	20	32	,	,	PUNCT
dpc-1797	20	33	währinger	währinger	NOUN
dpc-1797	20	34	guertel	guertel	NOUN
dpc-1797	20	35	18	18	NUM
dpc-1797	20	36	-	-	SYM
dpc-1797	20	37	20	20	NUM
dpc-1797	20	38	,	,	PUNCT
dpc-1797	20	39	1090	1090	NUM
dpc-1797	20	40	vienna	vienna	NOUN
dpc-1797	20	41	,	,	PUNCT
dpc-1797	20	42	austria	austria	PROPN
dpc-1797	20	43	.	.	PUNCT
dpc-1797	21	1	e	e	X
dpc-1797	21	2	-	-	NOUN
dpc-1797	21	3	mail	mail	NOUN
dpc-1797	21	4	:	:	PUNCT
dpc-1797	21	5	harald.kittler@meduniwien.ac.at	harald.kittler@meduniwien.ac.at	VERB
dpc-1797	21	6	the	the	DET
dpc-1797	21	7	conventional	conventional	ADJ
dpc-1797	21	8	narrative	narrative	NOUN
dpc-1797	21	9	states	state	NOUN
dpc-1797	21	10	that	that	SCONJ
dpc-1797	21	11	the	the	DET
dpc-1797	21	12	steadily	steadily	ADV
dpc-1797	21	13	rising	rise	VERB
dpc-1797	21	14	incidence	incidence	NOUN
dpc-1797	21	15	of	of	ADP
dpc-1797	21	16	melanoma	melanoma	NOUN
dpc-1797	21	17	among	among	ADP
dpc-1797	21	18	fair	fair	ADJ
dpc-1797	21	19	-	-	PUNCT
dpc-1797	21	20	skinned	skinned	ADJ
dpc-1797	21	21	caucasian	caucasian	ADJ
dpc-1797	21	22	populations	population	NOUN
dpc-1797	21	23	during	during	ADP
dpc-1797	21	24	the	the	DET
dpc-1797	21	25	last	last	ADJ
dpc-1797	21	26	decades	decade	NOUN
dpc-1797	21	27	is	be	AUX
dpc-1797	21	28	caused	cause	VERB
dpc-1797	21	29	by	by	ADP
dpc-1797	21	30	excessive	excessive	ADJ
dpc-1797	21	31	uv	uv	NOUN
dpc-1797	21	32	-	-	PUNCT
dpc-1797	21	33	exposure	exposure	NOUN
dpc-1797	21	34	.	.	PUNCT
dpc-1797	22	1	there	there	PRON
dpc-1797	22	2	is	be	VERB
dpc-1797	22	3	,	,	PUNCT
dpc-1797	22	4	however	however	ADV
dpc-1797	22	5	,	,	PUNCT
dpc-1797	22	6	no	no	ADV
dpc-1797	22	7	doubt	doubt	NOUN
dpc-1797	22	8	that	that	SCONJ
dpc-1797	22	9	other	other	ADJ
dpc-1797	22	10	factors	factor	NOUN
dpc-1797	22	11	had	have	AUX
dpc-1797	22	12	a	a	DET
dpc-1797	22	13	significant	significant	ADJ
dpc-1797	22	14	impact	impact	NOUN
dpc-1797	22	15	on	on	ADP
dpc-1797	22	16	the	the	DET
dpc-1797	22	17	rising	rise	VERB
dpc-1797	22	18	incidence	incidence	NOUN
dpc-1797	22	19	of	of	ADP
dpc-1797	22	20	melanoma	melanoma	NOUN
dpc-1797	22	21	.	.	PUNCT
dpc-1797	23	1	pre-1980s	pre-1980	NOUN
dpc-1797	23	2	the	the	DET
dpc-1797	23	3	clinical	clinical	ADJ
dpc-1797	23	4	diagnosis	diagnosis	NOUN
dpc-1797	23	5	of	of	ADP
dpc-1797	23	6	melanoma	melanoma	NOUN
dpc-1797	23	7	was	be	AUX
dpc-1797	23	8	based	base	VERB
dpc-1797	23	9	on	on	ADP
dpc-1797	23	10	gross	gross	ADJ
dpc-1797	23	11	criteria	criterion	NOUN
dpc-1797	23	12	such	such	ADJ
dpc-1797	23	13	as	as	ADP
dpc-1797	23	14	ulceration	ulceration	NOUN
dpc-1797	23	15	or	or	CCONJ
dpc-1797	23	16	bleeding	bleeding	NOUN
dpc-1797	23	17	.	.	PUNCT
dpc-1797	24	1	melanomas	melanoma	NOUN
dpc-1797	24	2	were	be	AUX
dpc-1797	24	3	often	often	ADV
dpc-1797	24	4	diagnosed	diagnose	VERB
dpc-1797	24	5	in	in	ADP
dpc-1797	24	6	advanced	advanced	ADJ
dpc-1797	24	7	stages	stage	NOUN
dpc-1797	24	8	when	when	SCONJ
dpc-1797	24	9	the	the	DET
dpc-1797	24	10	prognosis	prognosis	NOUN
dpc-1797	24	11	was	be	AUX
dpc-1797	24	12	grim	grim	ADJ
dpc-1797	24	13	.	.	PUNCT
dpc-1797	25	1	in	in	ADP
dpc-1797	25	2	the	the	DET
dpc-1797	25	3	mid-1980s	mid-1980	NOUN
dpc-1797	25	4	education	education	NOUN
dpc-1797	25	5	campaigns	campaign	NOUN
dpc-1797	25	6	such	such	ADJ
dpc-1797	25	7	as	as	ADP
dpc-1797	25	8	the	the	DET
dpc-1797	25	9	propagation	propagation	NOUN
dpc-1797	25	10	of	of	ADP
dpc-1797	25	11	the	the	DET
dpc-1797	25	12	abcd	abcd	PROPN
dpc-1797	25	13	criteria	criterion	NOUN
dpc-1797	25	14	,	,	PUNCT
dpc-1797	25	15	which	which	PRON
dpc-1797	25	16	addressed	address	VERB
dpc-1797	25	17	health	health	NOUN
dpc-1797	25	18	care	care	NOUN
dpc-1797	25	19	professionals	professional	NOUN
dpc-1797	25	20	and	and	CCONJ
dpc-1797	25	21	the	the	DET
dpc-1797	25	22	public	public	NOUN
dpc-1797	25	23	alike	alike	ADV
dpc-1797	25	24	,	,	PUNCT
dpc-1797	25	25	shifted	shift	VERB
dpc-1797	25	26	the	the	DET
dpc-1797	25	27	focus	focus	NOUN
dpc-1797	25	28	towards	towards	ADP
dpc-1797	25	29	early	early	ADJ
dpc-1797	25	30	recognition	recognition	NOUN
dpc-1797	25	31	.	.	PUNCT
dpc-1797	26	1	dermatoscopy	dermatoscopy	NOUN
dpc-1797	26	2	,	,	PUNCT
dpc-1797	26	3	which	which	PRON
dpc-1797	26	4	became	become	VERB
dpc-1797	26	5	increasingly	increasingly	ADV
dpc-1797	26	6	popular	popular	ADJ
dpc-1797	26	7	in	in	ADP
dpc-1797	26	8	the	the	DET
dpc-1797	26	9	mid-1990s	mid-1990	NOUN
dpc-1797	26	10	,	,	PUNCT
dpc-1797	26	11	improved	improve	VERB
dpc-1797	26	12	the	the	DET
dpc-1797	26	13	accuracy	accuracy	NOUN
dpc-1797	26	14	for	for	ADP
dpc-1797	26	15	the	the	DET
dpc-1797	26	16	diagnosis	diagnosis	NOUN
dpc-1797	26	17	of	of	ADP
dpc-1797	26	18	melanoma	melanoma	NOUN
dpc-1797	26	19	in	in	ADP
dpc-1797	26	20	comparison	comparison	NOUN
dpc-1797	26	21	to	to	ADP
dpc-1797	26	22	inspection	inspection	NOUN
dpc-1797	26	23	with	with	ADP
dpc-1797	26	24	the	the	DET
dpc-1797	26	25	unaided	unaided	ADJ
dpc-1797	26	26	eye	eye	NOUN
dpc-1797	26	27	,	,	PUNCT
dpc-1797	26	28	especially	especially	ADV
dpc-1797	26	29	for	for	ADP
dpc-1797	26	30	flat	flat	ADJ
dpc-1797	26	31	and	and	CCONJ
dpc-1797	26	32	small	small	ADJ
dpc-1797	26	33	lesions	lesion	NOUN
dpc-1797	26	34	lacking	lack	VERB
dpc-1797	26	35	abcd	abcd	PROPN
dpc-1797	26	36	criteria	criterion	NOUN
dpc-1797	26	37	.	.	PUNCT
dpc-1797	27	1	at	at	ADP
dpc-1797	27	2	the	the	DET
dpc-1797	27	3	same	same	ADJ
dpc-1797	27	4	time	time	NOUN
dpc-1797	27	5	,	,	PUNCT
dpc-1797	27	6	pathologists	pathologist	NOUN
dpc-1797	27	7	began	begin	VERB
dpc-1797	27	8	to	to	PART
dpc-1797	27	9	lower	lower	VERB
dpc-1797	27	10	their	their	PRON
dpc-1797	27	11	thresholds	threshold	NOUN
dpc-1797	27	12	,	,	PUNCT
dpc-1797	27	13	particularly	particularly	ADV
dpc-1797	27	14	for	for	ADP
dpc-1797	27	15	the	the	DET
dpc-1797	27	16	diagnosis	diagnosis	NOUN
dpc-1797	27	17	of	of	ADP
dpc-1797	27	18	melanoma	melanoma	NOUN
dpc-1797	27	19	in	in	ADP
dpc-1797	27	20	situ	situ	NOUN
dpc-1797	27	21	.	.	PUNCT
dpc-1797	28	1	the	the	DET
dpc-1797	28	2	melanoma	melanoma	PROPN
dpc-1797	28	3	epidemic	epidemic	NOUN
dpc-1797	28	4	that	that	PRON
dpc-1797	28	5	followed	follow	VERB
dpc-1797	28	6	was	be	AUX
dpc-1797	28	7	mainly	mainly	ADV
dpc-1797	28	8	driven	drive	VERB
dpc-1797	28	9	by	by	ADP
dpc-1797	28	10	an	an	DET
dpc-1797	28	11	increase	increase	NOUN
dpc-1797	28	12	in	in	ADP
dpc-1797	28	13	the	the	DET
dpc-1797	28	14	number	number	NOUN
dpc-1797	28	15	of	of	ADP
dpc-1797	28	16	in	in	ADP
dpc-1797	28	17	situ	situ	NOUN
dpc-1797	28	18	or	or	CCONJ
dpc-1797	28	19	microinvasive	microinvasive	ADJ
dpc-1797	28	20	melanomas	melanomas	NOUN
dpc-1797	28	21	.	.	PUNCT
dpc-1797	29	1	in	in	ADP
dpc-1797	29	2	a	a	DET
dpc-1797	29	3	few	few	ADJ
dpc-1797	29	4	decades	decade	NOUN
dpc-1797	29	5	,	,	PUNCT
dpc-1797	29	6	the	the	DET
dpc-1797	29	7	landscape	landscape	NOUN
dpc-1797	29	8	shifted	shift	VERB
dpc-1797	29	9	from	from	ADP
dpc-1797	29	10	an	an	DET
dpc-1797	29	11	unabstract	unabstract	NOUN
dpc-1797	29	12	this	this	DET
dpc-1797	29	13	article	article	NOUN
dpc-1797	29	14	is	be	AUX
dpc-1797	29	15	part	part	NOUN
dpc-1797	29	16	of	of	ADP
dpc-1797	29	17	the	the	DET
dpc-1797	29	18	dpc	dpc	PROPN
dpc-1797	29	19	journal	journal	PROPN
dpc-1797	29	20	special	special	ADJ
dpc-1797	29	21	issue	issue	NOUN
dpc-1797	29	22	melanoma	melanoma	NOUN
dpc-1797	29	23	today	today	NOUN
dpc-1797	29	24	guest	guest	PROPN
dpc-1797	29	25	editors	editor	NOUN
dpc-1797	29	26	prof	prof	PROPN
dpc-1797	29	27	.	.	PUNCT
dpc-1797	30	1	h.	h.	PROPN
dpc-1797	30	2	peter	peter	PROPN
dpc-1797	30	3	soyer	soyer	PROPN
dpc-1797	30	4	,	,	PUNCT
dpc-1797	30	5	md	md	PROPN
dpc-1797	30	6	,	,	PUNCT
dpc-1797	30	7	facd	facd	NOUN
dpc-1797	30	8	,	,	PUNCT
dpc-1797	30	9	fahms	fahm	NOUN
dpc-1797	30	10	chair	chair	NOUN
dpc-1797	30	11	in	in	ADP
dpc-1797	30	12	dermatology	dermatology	NOUN
dpc-1797	30	13	.	.	PUNCT
dpc-1797	31	1	director	director	NOUN
dpc-1797	31	2	,	,	PUNCT
dpc-1797	31	3	dermatology	dermatology	NOUN
dpc-1797	31	4	research	research	NOUN
dpc-1797	31	5	centre	centre	NOUN
dpc-1797	31	6	,	,	PUNCT
dpc-1797	31	7	the	the	DET
dpc-1797	31	8	university	university	PROPN
dpc-1797	31	9	of	of	ADP
dpc-1797	31	10	queensland	queensland	PROPN
dpc-1797	31	11	diamantina	diamantina	PROPN
dpc-1797	31	12	institute	institute	PROPN
dpc-1797	31	13	;	;	PUNCT
dpc-1797	31	14	director	director	NOUN
dpc-1797	31	15	,	,	PUNCT
dpc-1797	31	16	dermatology	dermatology	NOUN
dpc-1797	31	17	department	department	NOUN
dpc-1797	31	18	,	,	PUNCT
dpc-1797	31	19	princess	princess	NOUN
dpc-1797	31	20	alexandra	alexandra	PROPN
dpc-1797	31	21	hospital	hospital	PROPN
dpc-1797	31	22	prof	prof	PROPN
dpc-1797	31	23	.	.	PUNCT
dpc-1797	32	1	paola	paola	PROPN
dpc-1797	32	2	queirolo	queirolo	PROPN
dpc-1797	32	3	,	,	PUNCT
dpc-1797	32	4	md	md	PROPN
dpc-1797	32	5	director	director	NOUN
dpc-1797	32	6	of	of	ADP
dpc-1797	32	7	the	the	DET
dpc-1797	32	8	“	"	PUNCT
dpc-1797	32	9	divisione	divisione	X
dpc-1797	32	10	di	di	X
dpc-1797	32	11	oncologia	oncologia	PROPN
dpc-1797	32	12	medica	medica	PROPN
dpc-1797	32	13	del	del	PROPN
dpc-1797	32	14	melanoma	melanoma	PROPN
dpc-1797	32	15	,	,	PUNCT
dpc-1797	32	16	sarcoma	sarcoma	PROPN
dpc-1797	32	17	e	e	PROPN
dpc-1797	32	18	tumori	tumori	PROPN
dpc-1797	32	19	rari	rari	PROPN
dpc-1797	32	20	”	"	PUNCT
dpc-1797	32	21	istituto	istituto	PROPN
dpc-1797	32	22	europeo	europeo	PROPN
dpc-1797	32	23	di	di	PROPN
dpc-1797	32	24	oncologia	oncologia	PROPN
dpc-1797	32	25	,	,	PUNCT
dpc-1797	32	26	ieo	ieo	NOUN
dpc-1797	32	27	.	.	PROPN
dpc-1797	32	28	2	2	NUM
dpc-1797	32	29	review	review	NOUN
dpc-1797	32	30	|	|	ADV
dpc-1797	32	31	dermatol	dermatol	ADJ
dpc-1797	32	32	pract	pract	NOUN
dpc-1797	32	33	concept	concept	NOUN
dpc-1797	32	34	.	.	PUNCT
dpc-1797	33	1	2021	2021	NUM
dpc-1797	33	2	;	;	PUNCT
dpc-1797	33	3	11(s1	11(s1	NUM
dpc-1797	33	4	):	):	PUNCT
dpc-1797	34	1	e2021163s	e2021163s	DET
dpc-1797	34	2	introduction	introduction	NOUN
dpc-1797	34	3	a	a	DET
dpc-1797	34	4	conventional	conventional	ADJ
dpc-1797	34	5	introduction	introduction	NOUN
dpc-1797	34	6	of	of	ADP
dpc-1797	34	7	an	an	DET
dpc-1797	34	8	article	article	NOUN
dpc-1797	34	9	on	on	ADP
dpc-1797	34	10	melanoma	melanoma	ADJ
dpc-1797	34	11	diagnosis	diagnosis	NOUN
dpc-1797	34	12	usually	usually	ADV
dpc-1797	34	13	includes	include	VERB
dpc-1797	34	14	statements	statement	NOUN
dpc-1797	34	15	on	on	ADP
dpc-1797	34	16	the	the	DET
dpc-1797	34	17	rising	rise	VERB
dpc-1797	34	18	incidence	incidence	NOUN
dpc-1797	34	19	and	and	CCONJ
dpc-1797	34	20	mortality	mortality	NOUN
dpc-1797	34	21	of	of	ADP
dpc-1797	34	22	melanoma	melanoma	NOUN
dpc-1797	34	23	in	in	ADP
dpc-1797	34	24	general	general	ADJ
dpc-1797	34	25	,	,	PUNCT
dpc-1797	34	26	and	and	CCONJ
dpc-1797	34	27	that	that	DET
dpc-1797	34	28	melanoma	melanoma	NOUN
dpc-1797	34	29	is	be	AUX
dpc-1797	34	30	the	the	DET
dpc-1797	34	31	most	most	ADV
dpc-1797	34	32	lethal	lethal	ADJ
dpc-1797	34	33	type	type	NOUN
dpc-1797	34	34	of	of	ADP
dpc-1797	34	35	skin	skin	NOUN
dpc-1797	34	36	cancer	cancer	NOUN
dpc-1797	34	37	.	.	PUNCT
dpc-1797	35	1	while	while	SCONJ
dpc-1797	35	2	the	the	DET
dpc-1797	35	3	latter	latter	NOUN
dpc-1797	35	4	is	be	AUX
dpc-1797	35	5	not	not	PART
dpc-1797	35	6	true	true	ADJ
dpc-1797	35	7	(	(	PUNCT
dpc-1797	35	8	the	the	DET
dpc-1797	35	9	lethality	lethality	NOUN
dpc-1797	35	10	of	of	ADP
dpc-1797	35	11	merkel	merkel	NOUN
dpc-1797	35	12	cell	cell	NOUN
dpc-1797	35	13	carcinoma	carcinoma	NOUN
dpc-1797	35	14	is	be	AUX
dpc-1797	35	15	higher	high	ADJ
dpc-1797	35	16	)	)	PUNCT
dpc-1797	35	17	,	,	PUNCT
dpc-1797	35	18	the	the	DET
dpc-1797	35	19	incidence	incidence	NOUN
dpc-1797	35	20	and	and	CCONJ
dpc-1797	35	21	mortality	mortality	NOUN
dpc-1797	35	22	rates	rate	NOUN
dpc-1797	35	23	of	of	ADP
dpc-1797	35	24	melanoma	melanoma	NOUN
dpc-1797	35	25	seem	seem	VERB
dpc-1797	35	26	to	to	PART
dpc-1797	35	27	have	have	AUX
dpc-1797	35	28	peaked	peak	VERB
dpc-1797	35	29	recently[1	recently[1	NOUN
dpc-1797	35	30	]	]	PUNCT
dpc-1797	35	31	.	.	PUNCT
dpc-1797	36	1	furthermore	furthermore	ADV
dpc-1797	36	2	,	,	PUNCT
dpc-1797	36	3	a	a	DET
dpc-1797	36	4	conventional	conventional	ADJ
dpc-1797	36	5	introduction	introduction	NOUN
dpc-1797	36	6	will	will	AUX
dpc-1797	36	7	also	also	ADV
dpc-1797	36	8	include	include	VERB
dpc-1797	36	9	a	a	DET
dpc-1797	36	10	statement	statement	NOUN
dpc-1797	36	11	that	that	SCONJ
dpc-1797	36	12	the	the	DET
dpc-1797	36	13	steadily	steadily	ADV
dpc-1797	36	14	rising	rise	VERB
dpc-1797	36	15	incidence	incidence	NOUN
dpc-1797	36	16	of	of	ADP
dpc-1797	36	17	melanoma	melanoma	NOUN
dpc-1797	36	18	among	among	ADP
dpc-1797	36	19	fair	fair	ADJ
dpc-1797	36	20	-	-	PUNCT
dpc-1797	36	21	skinned	skinned	ADJ
dpc-1797	36	22	caucasian	caucasian	ADJ
dpc-1797	36	23	populations	population	NOUN
dpc-1797	36	24	is	be	AUX
dpc-1797	36	25	caused	cause	VERB
dpc-1797	36	26	by	by	ADP
dpc-1797	36	27	excessive	excessive	ADJ
dpc-1797	36	28	intermitted	intermitted	ADJ
dpc-1797	36	29	uv	uv	NOUN
dpc-1797	36	30	-	-	PUNCT
dpc-1797	36	31	exposure[2	exposure[2	NUM
dpc-1797	36	32	-	-	SYM
dpc-1797	36	33	4	4	NUM
dpc-1797	36	34	]	]	PUNCT
dpc-1797	36	35	,	,	PUNCT
dpc-1797	36	36	but	but	CCONJ
dpc-1797	36	37	will	will	AUX
dpc-1797	36	38	not	not	PART
dpc-1797	36	39	mention	mention	VERB
dpc-1797	36	40	that	that	SCONJ
dpc-1797	36	41	increased	increase	VERB
dpc-1797	36	42	public	public	ADJ
dpc-1797	36	43	awareness	awareness	NOUN
dpc-1797	36	44	,	,	PUNCT
dpc-1797	36	45	early	early	ADJ
dpc-1797	36	46	recognition	recognition	NOUN
dpc-1797	36	47	campaigns	campaign	NOUN
dpc-1797	36	48	,	,	PUNCT
dpc-1797	36	49	technical	technical	ADJ
dpc-1797	36	50	innovations	innovation	NOUN
dpc-1797	36	51	,	,	PUNCT
dpc-1797	36	52	and	and	CCONJ
dpc-1797	36	53	lower	low	ADJ
dpc-1797	36	54	thresholds	threshold	NOUN
dpc-1797	36	55	of	of	ADP
dpc-1797	36	56	pathologists	pathologist	NOUN
dpc-1797	36	57	had	have	VERB
dpc-1797	36	58	a	a	DET
dpc-1797	36	59	significant	significant	ADJ
dpc-1797	36	60	impact	impact	NOUN
dpc-1797	36	61	on	on	ADP
dpc-1797	36	62	the	the	DET
dpc-1797	36	63	rising	rise	VERB
dpc-1797	36	64	incidence	incidence	NOUN
dpc-1797	36	65	of	of	ADP
dpc-1797	36	66	melanoma	melanoma	NOUN
dpc-1797	36	67	.	.	PUNCT
dpc-1797	37	1	a	a	DET
dpc-1797	37	2	pubmed	pubmed	PROPN
dpc-1797	37	3	literature	literature	PROPN
dpc-1797	37	4	search	search	NOUN
dpc-1797	37	5	using	use	VERB
dpc-1797	37	6	“	"	PUNCT
dpc-1797	37	7	melanoma	melanoma	NOUN
dpc-1797	37	8	”	"	PUNCT
dpc-1797	37	9	and	and	CCONJ
dpc-1797	37	10	“	"	PUNCT
dpc-1797	37	11	diagnosis	diagnosis	NOUN
dpc-1797	37	12	”	"	PUNCT
dpc-1797	37	13	keywords	keyword	NOUN
dpc-1797	37	14	yields	yield	NOUN
dpc-1797	37	15	68102	68102	NUM
dpc-1797	37	16	articles	article	NOUN
dpc-1797	37	17	if	if	SCONJ
dpc-1797	37	18	unrestricted	unrestricted	ADJ
dpc-1797	37	19	and	and	CCONJ
dpc-1797	37	20	9621	9621	NUM
dpc-1797	37	21	articles	article	NOUN
dpc-1797	37	22	if	if	SCONJ
dpc-1797	37	23	the	the	DET
dpc-1797	37	24	search	search	NOUN
dpc-1797	37	25	is	be	AUX
dpc-1797	37	26	limited	limit	VERB
dpc-1797	37	27	to	to	ADP
dpc-1797	37	28	the	the	DET
dpc-1797	37	29	past	past	ADJ
dpc-1797	37	30	3	3	NUM
dpc-1797	37	31	years	year	NOUN
dpc-1797	37	32	.	.	PUNCT
dpc-1797	38	1	it	it	PRON
dpc-1797	38	2	is	be	AUX
dpc-1797	38	3	obvious	obvious	ADJ
dpc-1797	38	4	that	that	SCONJ
dpc-1797	38	5	even	even	ADV
dpc-1797	38	6	the	the	DET
dpc-1797	38	7	most	most	ADV
dpc-1797	38	8	ambitious	ambitious	ADJ
dpc-1797	38	9	review	review	NOUN
dpc-1797	38	10	can	can	AUX
dpc-1797	38	11	not	not	PART
dpc-1797	38	12	cover	cover	VERB
dpc-1797	38	13	all	all	DET
dpc-1797	38	14	aspects	aspect	NOUN
dpc-1797	38	15	of	of	ADP
dpc-1797	38	16	melanoma	melanoma	ADJ
dpc-1797	38	17	diagnosis	diagnosis	NOUN
dpc-1797	38	18	.	.	PUNCT
dpc-1797	39	1	like	like	ADP
dpc-1797	39	2	any	any	DET
dpc-1797	39	3	type	type	NOUN
dpc-1797	39	4	of	of	ADP
dpc-1797	39	5	scientific	scientific	ADJ
dpc-1797	39	6	research	research	NOUN
dpc-1797	39	7	,	,	PUNCT
dpc-1797	39	8	a	a	DET
dpc-1797	39	9	review	review	NOUN
dpc-1797	39	10	should	should	AUX
dpc-1797	39	11	not	not	PART
dpc-1797	39	12	only	only	ADV
dpc-1797	39	13	collect	collect	VERB
dpc-1797	39	14	data	datum	NOUN
dpc-1797	39	15	but	but	CCONJ
dpc-1797	39	16	also	also	ADV
dpc-1797	39	17	create	create	VERB
dpc-1797	39	18	a	a	DET
dpc-1797	39	19	narrative	narrative	NOUN
dpc-1797	39	20	with	with	ADP
dpc-1797	39	21	explanatory	explanatory	ADJ
dpc-1797	39	22	power	power	NOUN
dpc-1797	39	23	.	.	PUNCT
dpc-1797	40	1	the	the	DET
dpc-1797	40	2	aim	aim	NOUN
dpc-1797	40	3	of	of	ADP
dpc-1797	40	4	this	this	DET
dpc-1797	40	5	review	review	NOUN
dpc-1797	40	6	is	be	AUX
dpc-1797	40	7	not	not	PART
dpc-1797	40	8	to	to	PART
dpc-1797	40	9	be	be	AUX
dpc-1797	40	10	exhaustive	exhaustive	ADJ
dpc-1797	40	11	but	but	CCONJ
dpc-1797	40	12	to	to	PART
dpc-1797	40	13	focus	focus	VERB
dpc-1797	40	14	on	on	ADP
dpc-1797	40	15	the	the	DET
dpc-1797	40	16	evolution	evolution	NOUN
dpc-1797	40	17	of	of	ADP
dpc-1797	40	18	the	the	DET
dpc-1797	40	19	criteria	criterion	NOUN
dpc-1797	40	20	and	and	CCONJ
dpc-1797	40	21	concepts	concept	NOUN
dpc-1797	40	22	for	for	ADP
dpc-1797	40	23	melanoma	melanoma	ADJ
dpc-1797	40	24	diagnosis	diagnosis	NOUN
dpc-1797	40	25	.	.	PUNCT
dpc-1797	41	1	while	while	SCONJ
dpc-1797	41	2	melanoma	melanoma	NOUN
dpc-1797	41	3	was	be	AUX
dpc-1797	41	4	exceedingly	exceedingly	ADV
dpc-1797	41	5	rare	rare	ADJ
dpc-1797	41	6	pre-1980	pre-1980	NOUN
dpc-1797	41	7	,	,	PUNCT
dpc-1797	41	8	we	we	PRON
dpc-1797	41	9	observed	observe	VERB
dpc-1797	41	10	a	a	DET
dpc-1797	41	11	dramatic	dramatic	ADJ
dpc-1797	41	12	increase	increase	NOUN
dpc-1797	41	13	in	in	ADP
dpc-1797	41	14	the	the	DET
dpc-1797	41	15	incidence	incidence	NOUN
dpc-1797	41	16	in	in	ADP
dpc-1797	41	17	some	some	DET
dpc-1797	41	18	parts	part	NOUN
dpc-1797	41	19	of	of	ADP
dpc-1797	41	20	the	the	DET
dpc-1797	41	21	world	world	NOUN
dpc-1797	41	22	[	[	X
dpc-1797	41	23	5,6	5,6	NUM
dpc-1797	41	24	]	]	PUNCT
dpc-1797	41	25	.	.	PUNCT
dpc-1797	42	1	this	this	DET
dpc-1797	42	2	statement	statement	NOUN
dpc-1797	42	3	deserves	deserve	VERB
dpc-1797	42	4	an	an	DET
dpc-1797	42	5	explanation	explanation	NOUN
dpc-1797	42	6	.	.	PUNCT
dpc-1797	43	1	it	it	PRON
dpc-1797	43	2	is	be	AUX
dpc-1797	43	3	the	the	DET
dpc-1797	43	4	major	major	ADJ
dpc-1797	43	5	underlying	underlying	ADJ
dpc-1797	43	6	hypothesis	hypothesis	NOUN
dpc-1797	43	7	of	of	ADP
dpc-1797	43	8	this	this	DET
dpc-1797	43	9	review	review	NOUN
dpc-1797	43	10	that	that	SCONJ
dpc-1797	43	11	this	this	DET
dpc-1797	43	12	epidemic	epidemic	NOUN
dpc-1797	43	13	can	can	AUX
dpc-1797	43	14	in	in	ADP
dpc-1797	43	15	most	most	ADJ
dpc-1797	43	16	parts	part	NOUN
dpc-1797	43	17	be	be	AUX
dpc-1797	43	18	explained	explain	VERB
dpc-1797	43	19	by	by	ADP
dpc-1797	43	20	changing	change	VERB
dpc-1797	43	21	diagnostic	diagnostic	ADJ
dpc-1797	43	22	concepts	concept	NOUN
dpc-1797	43	23	and	and	CCONJ
dpc-1797	43	24	progress	progress	NOUN
dpc-1797	43	25	in	in	ADP
dpc-1797	43	26	the	the	DET
dpc-1797	43	27	field	field	NOUN
dpc-1797	43	28	of	of	ADP
dpc-1797	43	29	in	in	ADP
dpc-1797	43	30	-	-	PUNCT
dpc-1797	43	31	vivo	vivo	NOUN
dpc-1797	43	32	examination	examination	NOUN
dpc-1797	43	33	techniques	technique	NOUN
dpc-1797	43	34	.	.	PUNCT
dpc-1797	44	1	this	this	DET
dpc-1797	44	2	interpretation	interpretation	NOUN
dpc-1797	44	3	is	be	AUX
dpc-1797	44	4	increasingly	increasingly	ADV
dpc-1797	44	5	shared	share	VERB
dpc-1797	44	6	by	by	ADP
dpc-1797	44	7	others	other	NOUN
dpc-1797	44	8	,	,	PUNCT
dpc-1797	44	9	although	although	SCONJ
dpc-1797	44	10	with	with	ADP
dpc-1797	44	11	different	different	ADJ
dpc-1797	44	12	conclusions	conclusion	NOUN
dpc-1797	44	13	[	[	X
dpc-1797	44	14	7	7	NUM
dpc-1797	44	15	]	]	PUNCT
dpc-1797	44	16	.	.	PUNCT
dpc-1797	45	1	advocates	advocate	NOUN
dpc-1797	45	2	of	of	ADP
dpc-1797	45	3	early	early	ADJ
dpc-1797	45	4	recognition	recognition	NOUN
dpc-1797	45	5	,	,	PUNCT
dpc-1797	45	6	dermatologists	dermatologist	NOUN
dpc-1797	45	7	and	and	CCONJ
dpc-1797	45	8	general	general	ADJ
dpc-1797	45	9	practitioners	practitioner	NOUN
dpc-1797	45	10	alike	alike	ADV
dpc-1797	45	11	,	,	PUNCT
dpc-1797	45	12	are	be	AUX
dpc-1797	45	13	faced	face	VERB
dpc-1797	45	14	with	with	ADP
dpc-1797	45	15	increasing	increase	VERB
dpc-1797	45	16	criticism	criticism	NOUN
dpc-1797	45	17	[	[	X
dpc-1797	45	18	8,9	8,9	NUM
dpc-1797	45	19	]	]	PUNCT
dpc-1797	45	20	.	.	PUNCT
dpc-1797	46	1	according	accord	VERB
dpc-1797	46	2	to	to	ADP
dpc-1797	46	3	the	the	DET
dpc-1797	46	4	opinions	opinion	NOUN
dpc-1797	46	5	of	of	ADP
dpc-1797	46	6	critics	critic	NOUN
dpc-1797	46	7	,	,	PUNCT
dpc-1797	46	8	the	the	DET
dpc-1797	46	9	increased	increase	VERB
dpc-1797	46	10	incidence	incidence	NOUN
dpc-1797	46	11	of	of	ADP
dpc-1797	46	12	melanoma	melanoma	NOUN
dpc-1797	46	13	is	be	AUX
dpc-1797	46	14	due	due	ADJ
dpc-1797	46	15	to	to	ADP
dpc-1797	46	16	overdiagnosis	overdiagnosis	NOUN
dpc-1797	46	17	,	,	PUNCT
dpc-1797	46	18	that	that	PRON
dpc-1797	46	19	goes	go	VERB
dpc-1797	46	20	hand	hand	NOUN
dpc-1797	46	21	in	in	ADP
dpc-1797	46	22	hand	hand	NOUN
dpc-1797	46	23	with	with	ADP
dpc-1797	46	24	an	an	DET
dpc-1797	46	25	increase	increase	NOUN
dpc-1797	46	26	in	in	ADP
dpc-1797	46	27	the	the	DET
dpc-1797	46	28	number	number	NOUN
dpc-1797	46	29	of	of	ADP
dpc-1797	46	30	unnecessary	unnecessary	ADJ
dpc-1797	46	31	biopsies	biopsy	NOUN
dpc-1797	46	32	and	and	CCONJ
dpc-1797	46	33	excisions	excision	NOUN
dpc-1797	46	34	driven	drive	VERB
dpc-1797	46	35	by	by	ADP
dpc-1797	46	36	in	in	ADP
dpc-1797	46	37	vivo	vivo	NOUN
dpc-1797	46	38	examination	examination	NOUN
dpc-1797	46	39	techniques	technique	NOUN
dpc-1797	46	40	such	such	ADJ
dpc-1797	46	41	as	as	ADP
dpc-1797	46	42	dermatoscopy	dermatoscopy	NOUN
dpc-1797	46	43	.	.	PUNCT
dpc-1797	47	1	in	in	ADP
dpc-1797	47	2	this	this	DET
dpc-1797	47	3	scenario	scenario	NOUN
dpc-1797	47	4	overdiagnosis	overdiagnosis	NOUN
dpc-1797	47	5	and	and	CCONJ
dpc-1797	47	6	unnecessary	unnecessary	ADJ
dpc-1797	47	7	surgery	surgery	NOUN
dpc-1797	47	8	lead	lead	NOUN
dpc-1797	47	9	,	,	PUNCT
dpc-1797	47	10	according	accord	VERB
dpc-1797	47	11	to	to	ADP
dpc-1797	47	12	critics	critic	NOUN
dpc-1797	47	13	,	,	PUNCT
dpc-1797	47	14	to	to	ADP
dpc-1797	47	15	increased	increase	VERB
dpc-1797	47	16	morbidity	morbidity	NOUN
dpc-1797	47	17	and	and	CCONJ
dpc-1797	47	18	anxiety	anxiety	NOUN
dpc-1797	47	19	,	,	PUNCT
dpc-1797	47	20	while	while	SCONJ
dpc-1797	47	21	at	at	ADP
dpc-1797	47	22	the	the	DET
dpc-1797	47	23	same	same	ADJ
dpc-1797	47	24	time	time	NOUN
dpc-1797	47	25	there	there	PRON
dpc-1797	47	26	is	be	VERB
dpc-1797	47	27	no	no	DET
dpc-1797	47	28	evidence	evidence	NOUN
dpc-1797	47	29	supporting	support	VERB
dpc-1797	47	30	improved	improved	ADJ
dpc-1797	47	31	survival	survival	NOUN
dpc-1797	47	32	following	follow	VERB
dpc-1797	47	33	early	early	ADJ
dpc-1797	47	34	recognition	recognition	NOUN
dpc-1797	47	35	.	.	PUNCT
dpc-1797	48	1	as	as	ADP
dpc-1797	48	2	a	a	DET
dpc-1797	48	3	solution	solution	NOUN
dpc-1797	48	4	,	,	PUNCT
dpc-1797	48	5	welch	welch	PROPN
dpc-1797	48	6	et	et	PROPN
dpc-1797	48	7	al	al	PROPN
dpc-1797	48	8	recently	recently	ADV
dpc-1797	48	9	suggested	suggest	VERB
dpc-1797	48	10	not	not	PART
dpc-1797	48	11	to	to	PART
dpc-1797	48	12	biopsy	biopsy	VERB
dpc-1797	48	13	pigmented	pigmented	ADJ
dpc-1797	48	14	lesions	lesion	NOUN
dpc-1797	48	15	with	with	ADP
dpc-1797	48	16	a	a	DET
dpc-1797	48	17	diameter	diameter	NOUN
dpc-1797	48	18	smaller	small	ADJ
dpc-1797	48	19	than	than	ADP
dpc-1797	48	20	6	6	NUM
dpc-1797	48	21	mm	mm	NOUN
dpc-1797	49	1	[	[	X
dpc-1797	49	2	7	7	NUM
dpc-1797	49	3	]	]	PUNCT
dpc-1797	49	4	.	.	PUNCT
dpc-1797	50	1	while	while	SCONJ
dpc-1797	50	2	welch	welch	PROPN
dpc-1797	50	3	et	et	PROPN
dpc-1797	50	4	al	al	PROPN
dpc-1797	50	5	rightly	rightly	ADV
dpc-1797	50	6	addressed	address	VERB
dpc-1797	50	7	many	many	ADJ
dpc-1797	50	8	problematic	problematic	ADJ
dpc-1797	50	9	issues	issue	NOUN
dpc-1797	50	10	in	in	ADP
dpc-1797	50	11	the	the	DET
dpc-1797	50	12	field	field	NOUN
dpc-1797	50	13	of	of	ADP
dpc-1797	50	14	melanoma	melanoma	ADJ
dpc-1797	50	15	diagnosis	diagnosis	NOUN
dpc-1797	50	16	,	,	PUNCT
dpc-1797	50	17	this	this	DET
dpc-1797	50	18	suggestion	suggestion	NOUN
dpc-1797	50	19	indicates	indicate	VERB
dpc-1797	50	20	a	a	DET
dpc-1797	50	21	lack	lack	NOUN
dpc-1797	50	22	of	of	ADP
dpc-1797	50	23	knowledge	knowledge	NOUN
dpc-1797	50	24	of	of	ADP
dpc-1797	50	25	and	and	CCONJ
dpc-1797	50	26	a	a	DET
dpc-1797	50	27	lack	lack	NOUN
dpc-1797	50	28	of	of	ADP
dpc-1797	50	29	confidence	confidence	NOUN
dpc-1797	50	30	in	in	ADP
dpc-1797	50	31	current	current	ADJ
dpc-1797	50	32	diagnostic	diagnostic	ADJ
dpc-1797	50	33	techniques	technique	NOUN
dpc-1797	50	34	.	.	PUNCT
dpc-1797	51	1	clinical	clinical	ADJ
dpc-1797	51	2	diagnosis	diagnosis	NOUN
dpc-1797	51	3	by	by	ADP
dpc-1797	51	4	clinical	clinical	ADJ
dpc-1797	51	5	diagnosis	diagnosis	NOUN
dpc-1797	51	6	we	we	PRON
dpc-1797	51	7	refer	refer	VERB
dpc-1797	51	8	to	to	ADP
dpc-1797	51	9	the	the	DET
dpc-1797	51	10	diagnosis	diagnosis	NOUN
dpc-1797	51	11	of	of	ADP
dpc-1797	51	12	melanoma	melanoma	NOUN
dpc-1797	51	13	with	with	ADP
dpc-1797	51	14	the	the	DET
dpc-1797	51	15	unaided	unaided	ADJ
dpc-1797	51	16	eye	eye	NOUN
dpc-1797	51	17	,	,	PUNCT
dpc-1797	51	18	which	which	PRON
dpc-1797	51	19	was	be	AUX
dpc-1797	51	20	state	state	NOUN
dpc-1797	51	21	-	-	PUNCT
dpc-1797	51	22	of	of	ADP
dpc-1797	51	23	-	-	PUNCT
dpc-1797	51	24	the	the	DET
dpc-1797	51	25	art	art	NOUN
dpc-1797	51	26	before	before	ADP
dpc-1797	51	27	the	the	DET
dpc-1797	51	28	introduction	introduction	NOUN
dpc-1797	51	29	of	of	ADP
dpc-1797	51	30	the	the	DET
dpc-1797	51	31	dermatoscope	dermatoscope	NOUN
dpc-1797	51	32	.	.	PUNCT
dpc-1797	52	1	the	the	DET
dpc-1797	52	2	natural	natural	ADJ
dpc-1797	52	3	starting	starting	NOUN
dpc-1797	52	4	point	point	NOUN
dpc-1797	52	5	for	for	ADP
dpc-1797	52	6	a	a	DET
dpc-1797	52	7	review	review	NOUN
dpc-1797	52	8	on	on	ADP
dpc-1797	52	9	the	the	DET
dpc-1797	52	10	clinical	clinical	ADJ
dpc-1797	52	11	diagnosis	diagnosis	NOUN
dpc-1797	52	12	of	of	ADP
dpc-1797	52	13	melanoma	melanoma	NOUN
dpc-1797	52	14	are	be	AUX
dpc-1797	52	15	the	the	DET
dpc-1797	52	16	abcd	abcd	PROPN
dpc-1797	52	17	criteria	criterion	NOUN
dpc-1797	52	18	.	.	PUNCT
dpc-1797	53	1	these	these	PRON
dpc-1797	53	2	were	be	AUX
dpc-1797	53	3	popularized	popularize	VERB
dpc-1797	53	4	in	in	ADP
dpc-1797	53	5	the	the	DET
dpc-1797	53	6	mid-1980s	mid-1980	NOUN
dpc-1797	53	7	,	,	PUNCT
dpc-1797	53	8	mainly	mainly	ADV
dpc-1797	53	9	in	in	ADP
dpc-1797	53	10	the	the	DET
dpc-1797	53	11	us	we	PRON
dpc-1797	54	1	[	[	X
dpc-1797	54	2	10	10	NUM
dpc-1797	54	3	]	]	PUNCT
dpc-1797	54	4	.	.	PUNCT
dpc-1797	55	1	before	before	ADP
dpc-1797	55	2	the	the	DET
dpc-1797	55	3	1980s	1980	NOUN
dpc-1797	55	4	the	the	DET
dpc-1797	55	5	diagnosis	diagnosis	NOUN
dpc-1797	55	6	of	of	ADP
dpc-1797	55	7	melanoma	melanoma	NOUN
dpc-1797	55	8	was	be	AUX
dpc-1797	55	9	based	base	VERB
dpc-1797	55	10	on	on	ADP
dpc-1797	55	11	gross	gross	ADJ
dpc-1797	55	12	features	feature	NOUN
dpc-1797	55	13	such	such	ADJ
dpc-1797	55	14	as	as	ADP
dpc-1797	55	15	ulceration	ulceration	NOUN
dpc-1797	55	16	or	or	CCONJ
dpc-1797	55	17	bleeding	bleeding	NOUN
dpc-1797	55	18	.	.	PUNCT
dpc-1797	56	1	the	the	DET
dpc-1797	56	2	abcd	abcd	PROPN
dpc-1797	56	3	criteria	criteria	PROPN
dpc-1797	56	4	mark	mark	VERB
dpc-1797	56	5	the	the	DET
dpc-1797	56	6	first	first	ADJ
dpc-1797	56	7	attempt	attempt	NOUN
dpc-1797	56	8	to	to	PART
dpc-1797	56	9	summarize	summarize	VERB
dpc-1797	56	10	melanoma	melanoma	NOUN
dpc-1797	56	11	criteria	criterion	NOUN
dpc-1797	56	12	in	in	ADP
dpc-1797	56	13	a	a	DET
dpc-1797	56	14	simple	simple	ADJ
dpc-1797	56	15	mnemonic	mnemonic	NOUN
dpc-1797	56	16	that	that	PRON
dpc-1797	56	17	is	be	AUX
dpc-1797	56	18	easy	easy	ADJ
dpc-1797	56	19	to	to	PART
dpc-1797	56	20	remember	remember	VERB
dpc-1797	56	21	.	.	PUNCT
dpc-1797	57	1	it	it	PRON
dpc-1797	57	2	includes	include	VERB
dpc-1797	57	3	asymmetry	asymmetry	NOUN
dpc-1797	57	4	(	(	PUNCT
dpc-1797	57	5	a	a	NOUN
dpc-1797	57	6	)	)	PUNCT
dpc-1797	57	7	,	,	PUNCT
dpc-1797	57	8	border	border	NOUN
dpc-1797	57	9	irregularity	irregularity	NOUN
dpc-1797	57	10	(	(	PUNCT
dpc-1797	57	11	b	b	NOUN
dpc-1797	57	12	)	)	PUNCT
dpc-1797	57	13	,	,	PUNCT
dpc-1797	57	14	color	color	NOUN
dpc-1797	57	15	variegation	variegation	NOUN
dpc-1797	57	16	(	(	PUNCT
dpc-1797	57	17	c	c	NOUN
dpc-1797	57	18	)	)	PUNCT
dpc-1797	57	19	,	,	PUNCT
dpc-1797	57	20	and	and	CCONJ
dpc-1797	57	21	diameter	diameter	NOUN
dpc-1797	57	22	larger	large	ADJ
dpc-1797	57	23	than	than	ADP
dpc-1797	57	24	6	6	NUM
dpc-1797	57	25	mm	mm	NOUN
dpc-1797	57	26	(	(	PUNCT
dpc-1797	57	27	d	d	NOUN
dpc-1797	57	28	)	)	PUNCT
dpc-1797	57	29	criteria	criterion	NOUN
dpc-1797	57	30	.	.	PUNCT
dpc-1797	58	1	the	the	DET
dpc-1797	58	2	abcd	abcd	PROPN
dpc-1797	58	3	criteria	criterion	NOUN
dpc-1797	58	4	were	be	AUX
dpc-1797	58	5	developed	develop	VERB
dpc-1797	58	6	following	follow	VERB
dpc-1797	58	7	the	the	DET
dpc-1797	58	8	increasing	increase	VERB
dpc-1797	58	9	need	need	NOUN
dpc-1797	58	10	to	to	PART
dpc-1797	58	11	educate	educate	VERB
dpc-1797	58	12	physicians	physician	NOUN
dpc-1797	58	13	and	and	CCONJ
dpc-1797	58	14	the	the	DET
dpc-1797	58	15	public	public	NOUN
dpc-1797	58	16	to	to	PART
dpc-1797	58	17	recognize	recognize	VERB
dpc-1797	58	18	melanoma	melanoma	NOUN
dpc-1797	58	19	at	at	ADP
dpc-1797	58	20	earlier	early	ADJ
dpc-1797	58	21	stages	stage	NOUN
dpc-1797	58	22	.	.	PUNCT
dpc-1797	59	1	in	in	ADP
dpc-1797	59	2	the	the	DET
dpc-1797	59	3	words	word	NOUN
dpc-1797	59	4	of	of	ADP
dpc-1797	59	5	darrel	darrel	PROPN
dpc-1797	59	6	rigel	rigel	PROPN
dpc-1797	59	7	,	,	PUNCT
dpc-1797	59	8	who	who	PRON
dpc-1797	59	9	was	be	AUX
dpc-1797	59	10	part	part	NOUN
dpc-1797	59	11	of	of	ADP
dpc-1797	59	12	the	the	DET
dpc-1797	59	13	team	team	NOUN
dpc-1797	59	14	that	that	PRON
dpc-1797	59	15	popularized	popularize	VERB
dpc-1797	59	16	the	the	DET
dpc-1797	59	17	abcd	abcd	PROPN
dpc-1797	59	18	criteria	criterion	NOUN
dpc-1797	59	19	in	in	ADP
dpc-1797	59	20	the	the	DET
dpc-1797	59	21	1980s	1980	NOUN
dpc-1797	59	22	,	,	PUNCT
dpc-1797	59	23	it	it	PRON
dpc-1797	59	24	was	be	AUX
dpc-1797	59	25	“	"	PUNCT
dpc-1797	59	26	intended	intend	VERB
dpc-1797	59	27	to	to	PART
dpc-1797	59	28	be	be	AUX
dpc-1797	59	29	a	a	DET
dpc-1797	59	30	simple	simple	ADJ
dpc-1797	59	31	tool	tool	NOUN
dpc-1797	59	32	that	that	PRON
dpc-1797	59	33	could	could	AUX
dpc-1797	59	34	be	be	AUX
dpc-1797	59	35	implemented	implement	VERB
dpc-1797	59	36	in	in	ADP
dpc-1797	59	37	daily	daily	ADJ
dpc-1797	59	38	life	life	NOUN
dpc-1797	59	39	,	,	PUNCT
dpc-1797	59	40	a	a	DET
dpc-1797	59	41	mnemonic	mnemonic	NOUN
dpc-1797	59	42	as	as	ADV
dpc-1797	59	43	easy	easy	ADJ
dpc-1797	59	44	as	as	SCONJ
dpc-1797	59	45	abc	abc	PROPN
dpc-1797	59	46	to	to	PART
dpc-1797	59	47	alert	alert	VERB
dpc-1797	59	48	both	both	DET
dpc-1797	59	49	laypersons	layperson	NOUN
dpc-1797	59	50	and	and	CCONJ
dpc-1797	59	51	healthcare	healthcare	NOUN
dpc-1797	59	52	professionals	professional	NOUN
dpc-1797	59	53	to	to	ADP
dpc-1797	59	54	the	the	DET
dpc-1797	59	55	clinical	clinical	ADJ
dpc-1797	59	56	features	feature	NOUN
dpc-1797	59	57	of	of	ADP
dpc-1797	59	58	early	early	ADJ
dpc-1797	59	59	melanoma	melanoma	NOUN
dpc-1797	59	60	”	"	PUNCT
dpc-1797	60	1	[	[	X
dpc-1797	60	2	11	11	NUM
dpc-1797	60	3	]	]	PUNCT
dpc-1797	60	4	.	.	PUNCT
dpc-1797	61	1	along	along	ADP
dpc-1797	61	2	the	the	DET
dpc-1797	61	3	same	same	ADJ
dpc-1797	61	4	line	line	NOUN
dpc-1797	61	5	,	,	PUNCT
dpc-1797	61	6	rona	rona	PROPN
dpc-1797	61	7	mckie	mckie	PROPN
dpc-1797	61	8	propagated	propagate	VERB
dpc-1797	61	9	a	a	DET
dpc-1797	61	10	7	7	NUM
dpc-1797	61	11	-	-	PUNCT
dpc-1797	61	12	point	point	NOUN
dpc-1797	61	13	checklist	checklist	NOUN
dpc-1797	61	14	to	to	PART
dpc-1797	61	15	support	support	VERB
dpc-1797	61	16	non	non	ADJ
dpc-1797	61	17	-	-	NOUN
dpc-1797	61	18	dermatologists	dermatologist	NOUN
dpc-1797	61	19	in	in	ADP
dpc-1797	61	20	recognizing	recognize	VERB
dpc-1797	61	21	possible	possible	ADJ
dpc-1797	61	22	melanomas[12,13	melanomas[12,13	NOUN
dpc-1797	61	23	]	]	PUNCT
dpc-1797	61	24	.	.	PUNCT
dpc-1797	62	1	the	the	DET
dpc-1797	62	2	checklist	checklist	NOUN
dpc-1797	62	3	was	be	AUX
dpc-1797	62	4	known	know	VERB
dpc-1797	62	5	as	as	ADP
dpc-1797	62	6	the	the	DET
dpc-1797	62	7	glasgow	glasgow	ADJ
dpc-1797	62	8	7	7	NUM
dpc-1797	62	9	-	-	PUNCT
dpc-1797	62	10	point	point	NOUN
dpc-1797	62	11	checklist	checklist	NOUN
dpc-1797	62	12	and	and	CCONJ
dpc-1797	62	13	was	be	AUX
dpc-1797	62	14	quite	quite	ADV
dpc-1797	62	15	popular	popular	ADJ
dpc-1797	62	16	in	in	ADP
dpc-1797	62	17	the	the	DET
dpc-1797	62	18	uk	uk	PROPN
dpc-1797	62	19	.	.	PUNCT
dpc-1797	63	1	the	the	DET
dpc-1797	63	2	clinical	clinical	ADJ
dpc-1797	63	3	abcd	abcd	PROPN
dpc-1797	63	4	criteria	criterion	NOUN
dpc-1797	63	5	and	and	CCONJ
dpc-1797	63	6	the	the	DET
dpc-1797	63	7	glasgow	glasgow	ADJ
dpc-1797	63	8	7	7	NUM
dpc-1797	63	9	-	-	PUNCT
dpc-1797	63	10	point	point	NOUN
dpc-1797	63	11	checklist	checklist	NOUN
dpc-1797	63	12	became	become	VERB
dpc-1797	63	13	blueprints	blueprint	NOUN
dpc-1797	63	14	for	for	ADP
dpc-1797	63	15	other	other	ADJ
dpc-1797	63	16	simple	simple	ADJ
dpc-1797	63	17	mnemonics	mnemonic	NOUN
dpc-1797	63	18	,	,	PUNCT
dpc-1797	63	19	such	such	ADJ
dpc-1797	63	20	as	as	ADP
dpc-1797	63	21	the	the	DET
dpc-1797	63	22	abcd	abcd	PROPN
dpc-1797	63	23	rule	rule	NOUN
dpc-1797	64	1	[	[	X
dpc-1797	64	2	14	14	NUM
dpc-1797	64	3	]	]	PUNCT
dpc-1797	64	4	or	or	CCONJ
dpc-1797	64	5	the	the	DET
dpc-1797	64	6	7	7	NUM
dpc-1797	64	7	-	-	PUNCT
dpc-1797	64	8	point	point	NOUN
dpc-1797	64	9	checklist	checklist	NOUN
dpc-1797	64	10	for	for	ADP
dpc-1797	64	11	dermatoscopy	dermatoscopy	NOUN
dpc-1797	64	12	[	[	X
dpc-1797	64	13	15	15	NUM
dpc-1797	64	14	]	]	X
dpc-1797	64	15	,	,	PUNCT
dpc-1797	64	16	which	which	PRON
dpc-1797	64	17	even	even	ADV
dpc-1797	64	18	in	in	ADP
dpc-1797	64	19	terms	term	NOUN
dpc-1797	64	20	of	of	ADP
dpc-1797	64	21	their	their	PRON
dpc-1797	64	22	naming	naming	NOUN
dpc-1797	64	23	,	,	PUNCT
dpc-1797	64	24	directly	directly	ADV
dpc-1797	64	25	refer	refer	VERB
dpc-1797	64	26	to	to	ADP
dpc-1797	64	27	their	their	PRON
dpc-1797	64	28	historic	historic	ADJ
dpc-1797	64	29	models	model	NOUN
dpc-1797	64	30	.	.	PUNCT
dpc-1797	65	1	interestingly	interestingly	ADV
dpc-1797	65	2	,	,	PUNCT
dpc-1797	65	3	neither	neither	CCONJ
dpc-1797	65	4	the	the	DET
dpc-1797	65	5	abcd	abcd	PROPN
dpc-1797	65	6	criteria	criterion	NOUN
dpc-1797	65	7	dercalling	dercalle	VERB
dpc-1797	65	8	to	to	ADP
dpc-1797	65	9	an	an	DET
dpc-1797	65	10	overcalling	overcalling	NOUN
dpc-1797	65	11	of	of	ADP
dpc-1797	65	12	melanomas	melanomas	NOUN
dpc-1797	65	13	,	,	PUNCT
dpc-1797	65	14	a	a	DET
dpc-1797	65	15	development	development	NOUN
dpc-1797	65	16	that	that	PRON
dpc-1797	65	17	is	be	AUX
dpc-1797	65	18	now	now	ADV
dpc-1797	65	19	met	meet	VERB
dpc-1797	65	20	with	with	ADP
dpc-1797	65	21	increased	increase	VERB
dpc-1797	65	22	criticism	criticism	NOUN
dpc-1797	65	23	.	.	PUNCT
dpc-1797	66	1	the	the	DET
dpc-1797	66	2	gold	gold	ADJ
dpc-1797	66	3	standard	standard	NOUN
dpc-1797	66	4	of	of	ADP
dpc-1797	66	5	melanoma	melanoma	NOUN
dpc-1797	66	6	diagnosis	diagnosis	NOUN
dpc-1797	66	7	is	be	AUX
dpc-1797	66	8	still	still	ADV
dpc-1797	66	9	conventional	conventional	ADJ
dpc-1797	66	10	pathology	pathology	NOUN
dpc-1797	66	11	,	,	PUNCT
dpc-1797	66	12	which	which	PRON
dpc-1797	66	13	is	be	AUX
dpc-1797	66	14	faced	face	VERB
dpc-1797	66	15	with	with	ADP
dpc-1797	66	16	low	low	ADJ
dpc-1797	66	17	to	to	ADP
dpc-1797	66	18	moderate	moderate	ADJ
dpc-1797	66	19	interobserver	interobserver	PROPN
dpc-1797	66	20	agreement	agreement	NOUN
dpc-1797	66	21	.	.	PUNCT
dpc-1797	67	1	new	new	ADJ
dpc-1797	67	2	insights	insight	NOUN
dpc-1797	67	3	in	in	ADP
dpc-1797	67	4	the	the	DET
dpc-1797	67	5	molecular	molecular	ADJ
dpc-1797	67	6	landscape	landscape	NOUN
dpc-1797	67	7	of	of	ADP
dpc-1797	67	8	melanoma	melanoma	NOUN
dpc-1797	67	9	did	do	AUX
dpc-1797	67	10	not	not	PART
dpc-1797	67	11	translate	translate	VERB
dpc-1797	67	12	into	into	ADP
dpc-1797	67	13	techniques	technique	NOUN
dpc-1797	67	14	for	for	ADP
dpc-1797	67	15	the	the	DET
dpc-1797	67	16	reliable	reliable	ADJ
dpc-1797	67	17	diagnosis	diagnosis	NOUN
dpc-1797	67	18	of	of	ADP
dpc-1797	67	19	gray	gray	ADJ
dpc-1797	67	20	zone	zone	NOUN
dpc-1797	67	21	lesions	lesion	NOUN
dpc-1797	67	22	including	include	VERB
dpc-1797	67	23	small	small	ADJ
dpc-1797	67	24	lesions	lesion	NOUN
dpc-1797	67	25	.	.	PUNCT
dpc-1797	68	1	the	the	DET
dpc-1797	68	2	aim	aim	NOUN
dpc-1797	68	3	of	of	ADP
dpc-1797	68	4	this	this	DET
dpc-1797	68	5	review	review	NOUN
dpc-1797	68	6	is	be	AUX
dpc-1797	68	7	to	to	PART
dpc-1797	68	8	put	put	VERB
dpc-1797	68	9	our	our	PRON
dpc-1797	68	10	current	current	ADJ
dpc-1797	68	11	view	view	NOUN
dpc-1797	68	12	of	of	ADP
dpc-1797	68	13	melanoma	melanoma	ADJ
dpc-1797	68	14	diagnosis	diagnosis	NOUN
dpc-1797	68	15	in	in	ADP
dpc-1797	68	16	historical	historical	ADJ
dpc-1797	68	17	context	context	NOUN
dpc-1797	68	18	and	and	CCONJ
dpc-1797	68	19	to	to	PART
dpc-1797	68	20	provide	provide	VERB
dpc-1797	68	21	a	a	DET
dpc-1797	68	22	narrative	narrative	ADJ
dpc-1797	68	23	synthesis	synthesis	NOUN
dpc-1797	68	24	of	of	ADP
dpc-1797	68	25	its	its	PRON
dpc-1797	68	26	evolution	evolution	NOUN
dpc-1797	68	27	.	.	PUNCT
dpc-1797	69	1	based	base	VERB
dpc-1797	69	2	on	on	ADP
dpc-1797	69	3	this	this	DET
dpc-1797	69	4	narrative	narrative	NOUN
dpc-1797	69	5	i	i	PRON
dpc-1797	69	6	will	will	AUX
dpc-1797	69	7	provide	provide	VERB
dpc-1797	69	8	suggestions	suggestion	NOUN
dpc-1797	69	9	on	on	ADP
dpc-1797	69	10	how	how	SCONJ
dpc-1797	69	11	to	to	PART
dpc-1797	69	12	rebuild	rebuild	VERB
dpc-1797	69	13	the	the	DET
dpc-1797	69	14	trust	trust	NOUN
dpc-1797	69	15	in	in	ADP
dpc-1797	69	16	melanoma	melanoma	ADJ
dpc-1797	69	17	diagnosis	diagnosis	NOUN
dpc-1797	69	18	accuracy	accuracy	NOUN
dpc-1797	69	19	and	and	CCONJ
dpc-1797	69	20	in	in	ADP
dpc-1797	69	21	the	the	DET
dpc-1797	69	22	benefit	benefit	NOUN
dpc-1797	69	23	of	of	ADP
dpc-1797	69	24	early	early	ADJ
dpc-1797	69	25	recognition	recognition	NOUN
dpc-1797	69	26	.	.	PUNCT
dpc-1797	70	1	review	review	VERB
dpc-1797	70	2	|	|	ADV
dpc-1797	70	3	dermatol	dermatol	ADJ
dpc-1797	70	4	pract	pract	NOUN
dpc-1797	70	5	concept	concept	NOUN
dpc-1797	70	6	.	.	PUNCT
dpc-1797	71	1	2021	2021	NUM
dpc-1797	71	2	;	;	PUNCT
dpc-1797	71	3	11(s1	11(s1	NUM
dpc-1797	71	4	):	):	PUNCT
dpc-1797	71	5	e2021163s	e2021163s	PROPN
dpc-1797	71	6	3	3	NUM
dpc-1797	71	7	nor	nor	CCONJ
dpc-1797	71	8	the	the	DET
dpc-1797	71	9	glasgow	glasgow	ADJ
dpc-1797	71	10	7	7	NUM
dpc-1797	71	11	-	-	PUNCT
dpc-1797	71	12	point	point	NOUN
dpc-1797	71	13	checklist	checklist	NOUN
dpc-1797	71	14	were	be	AUX
dpc-1797	71	15	derived	derive	VERB
dpc-1797	71	16	from	from	ADP
dpc-1797	71	17	statistical	statistical	ADJ
dpc-1797	71	18	evidence	evidence	NOUN
dpc-1797	71	19	but	but	CCONJ
dpc-1797	71	20	rather	rather	ADV
dpc-1797	71	21	from	from	ADP
dpc-1797	71	22	the	the	DET
dpc-1797	71	23	best	good	ADJ
dpc-1797	71	24	judgements	judgement	NOUN
dpc-1797	71	25	of	of	ADP
dpc-1797	71	26	expert	expert	NOUN
dpc-1797	71	27	clinicians	clinician	NOUN
dpc-1797	71	28	.	.	PUNCT
dpc-1797	72	1	at	at	ADP
dpc-1797	72	2	the	the	DET
dpc-1797	72	3	same	same	ADJ
dpc-1797	72	4	time	time	NOUN
dpc-1797	72	5	in	in	ADP
dpc-1797	72	6	1985	1985	NUM
dpc-1797	72	7	,	,	PUNCT
dpc-1797	72	8	a	a	DET
dpc-1797	72	9	bernard	bernard	PROPN
dpc-1797	72	10	ackerman	ackerman	PROPN
dpc-1797	72	11	,	,	PUNCT
dpc-1797	72	12	who	who	PRON
dpc-1797	72	13	was	be	AUX
dpc-1797	72	14	an	an	DET
dpc-1797	72	15	influential	influential	ADJ
dpc-1797	72	16	figure	figure	NOUN
dpc-1797	72	17	in	in	ADP
dpc-1797	72	18	the	the	DET
dpc-1797	72	19	field	field	NOUN
dpc-1797	72	20	of	of	ADP
dpc-1797	72	21	dermatology	dermatology	NOUN
dpc-1797	72	22	and	and	CCONJ
dpc-1797	72	23	dermatopathology	dermatopathology	NOUN
dpc-1797	72	24	,	,	PUNCT
dpc-1797	72	25	wrote	write	VERB
dpc-1797	72	26	a	a	DET
dpc-1797	72	27	lively	lively	ADJ
dpc-1797	72	28	plea	plea	NOUN
dpc-1797	72	29	for	for	ADP
dpc-1797	72	30	early	early	ADJ
dpc-1797	72	31	recognition	recognition	NOUN
dpc-1797	72	32	of	of	ADP
dpc-1797	72	33	melanoma	melanoma	NOUN
dpc-1797	72	34	entitled	entitle	VERB
dpc-1797	72	35	“	"	PUNCT
dpc-1797	72	36	no	no	DET
dpc-1797	72	37	one	one	NOUN
dpc-1797	72	38	should	should	AUX
dpc-1797	72	39	die	die	VERB
dpc-1797	72	40	of	of	ADP
dpc-1797	72	41	malignant	malignant	ADJ
dpc-1797	72	42	melanoma	melanoma	NOUN
dpc-1797	72	43	”	"	PUNCT
dpc-1797	73	1	[	[	X
dpc-1797	73	2	16	16	NUM
dpc-1797	73	3	]	]	PUNCT
dpc-1797	73	4	.	.	PUNCT
dpc-1797	74	1	in	in	ADP
dpc-1797	74	2	a	a	DET
dpc-1797	74	3	series	series	NOUN
dpc-1797	74	4	of	of	ADP
dpc-1797	74	5	articles	article	NOUN
dpc-1797	74	6	and	and	CCONJ
dpc-1797	74	7	book	book	NOUN
dpc-1797	74	8	chapters	chapter	NOUN
dpc-1797	74	9	,	,	PUNCT
dpc-1797	74	10	ackerman	ackerman	PROPN
dpc-1797	74	11	and	and	CCONJ
dpc-1797	74	12	his	his	PRON
dpc-1797	74	13	coworkers	coworker	NOUN
dpc-1797	74	14	set	set	VERB
dpc-1797	74	15	forth	forth	ADV
dpc-1797	74	16	and	and	CCONJ
dpc-1797	74	17	refined	refined	ADJ
dpc-1797	74	18	criteria	criterion	NOUN
dpc-1797	74	19	for	for	ADP
dpc-1797	74	20	the	the	DET
dpc-1797	74	21	clinical	clinical	ADJ
dpc-1797	74	22	and	and	CCONJ
dpc-1797	74	23	histopathologic	histopathologic	ADJ
dpc-1797	74	24	diagnosis	diagnosis	NOUN
dpc-1797	74	25	of	of	ADP
dpc-1797	74	26	melanoma	melanoma	NOUN
dpc-1797	74	27	in	in	ADP
dpc-1797	74	28	situ	situ	NOUN
dpc-1797	74	29	.	.	PUNCT
dpc-1797	75	1	pre	pre	X
dpc-1797	75	2	1980s	1980	NOUN
dpc-1797	75	3	,	,	PUNCT
dpc-1797	75	4	the	the	DET
dpc-1797	75	5	recognition	recognition	NOUN
dpc-1797	75	6	of	of	ADP
dpc-1797	75	7	melanoma	melanoma	NOUN
dpc-1797	75	8	in	in	ADP
dpc-1797	75	9	situ	situ	NOUN
dpc-1797	75	10	was	be	AUX
dpc-1797	75	11	not	not	PART
dpc-1797	75	12	widely	widely	ADV
dpc-1797	75	13	accepted	accept	VERB
dpc-1797	75	14	and	and	CCONJ
dpc-1797	75	15	it	it	PRON
dpc-1797	75	16	was	be	AUX
dpc-1797	75	17	rather	rather	ADV
dpc-1797	75	18	viewed	view	VERB
dpc-1797	75	19	as	as	ADP
dpc-1797	75	20	a	a	DET
dpc-1797	75	21	precursor	precursor	NOUN
dpc-1797	75	22	but	but	CCONJ
dpc-1797	75	23	not	not	PART
dpc-1797	75	24	as	as	ADP
dpc-1797	75	25	authentic	authentic	ADJ
dpc-1797	75	26	melanoma	melanoma	NOUN
dpc-1797	75	27	.	.	PUNCT
dpc-1797	76	1	the	the	DET
dpc-1797	76	2	combined	combined	ADJ
dpc-1797	76	3	effect	effect	NOUN
dpc-1797	76	4	of	of	ADP
dpc-1797	76	5	increased	increase	VERB
dpc-1797	76	6	public	public	ADJ
dpc-1797	76	7	awareness	awareness	NOUN
dpc-1797	76	8	and	and	CCONJ
dpc-1797	76	9	education	education	NOUN
dpc-1797	76	10	of	of	ADP
dpc-1797	76	11	healthcare	healthcare	PROPN
dpc-1797	76	12	professionals	professional	NOUN
dpc-1797	76	13	to	to	PART
dpc-1797	76	14	recognize	recognize	VERB
dpc-1797	76	15	the	the	DET
dpc-1797	76	16	early	early	ADJ
dpc-1797	76	17	stages	stage	NOUN
dpc-1797	76	18	of	of	ADP
dpc-1797	76	19	melanoma	melanoma	NOUN
dpc-1797	76	20	had	have	VERB
dpc-1797	76	21	a	a	DET
dpc-1797	76	22	major	major	ADJ
dpc-1797	76	23	impact	impact	NOUN
dpc-1797	76	24	on	on	ADP
dpc-1797	76	25	the	the	DET
dpc-1797	76	26	diagnosis	diagnosis	NOUN
dpc-1797	76	27	of	of	ADP
dpc-1797	76	28	melanoma	melanoma	NOUN
dpc-1797	76	29	.	.	PUNCT
dpc-1797	77	1	the	the	DET
dpc-1797	77	2	incidence	incidence	NOUN
dpc-1797	77	3	of	of	ADP
dpc-1797	77	4	melanoma	melanoma	NOUN
dpc-1797	77	5	increased	increase	VERB
dpc-1797	77	6	,	,	PUNCT
dpc-1797	77	7	and	and	CCONJ
dpc-1797	77	8	the	the	DET
dpc-1797	77	9	epidemic	epidemic	NOUN
dpc-1797	77	10	of	of	ADP
dpc-1797	77	11	melanoma	melanoma	NOUN
dpc-1797	77	12	started	start	VERB
dpc-1797	77	13	.	.	PUNCT
dpc-1797	78	1	from	from	ADP
dpc-1797	78	2	an	an	DET
dpc-1797	78	3	early	early	ADJ
dpc-1797	78	4	recognition	recognition	NOUN
dpc-1797	78	5	point	point	NOUN
dpc-1797	78	6	of	of	ADP
dpc-1797	78	7	view	view	NOUN
dpc-1797	78	8	,	,	PUNCT
dpc-1797	78	9	the	the	DET
dpc-1797	78	10	most	most	ADV
dpc-1797	78	11	critical	critical	ADJ
dpc-1797	78	12	parameter	parameter	NOUN
dpc-1797	78	13	in	in	ADP
dpc-1797	78	14	the	the	DET
dpc-1797	78	15	abcd	abcd	PROPN
dpc-1797	78	16	criteria	criterion	NOUN
dpc-1797	78	17	was	be	AUX
dpc-1797	78	18	the	the	DET
dpc-1797	78	19	diameter	diameter	NOUN
dpc-1797	78	20	.	.	PUNCT
dpc-1797	79	1	a	a	DET
dpc-1797	79	2	size	size	NOUN
dpc-1797	79	3	threshold	threshold	NOUN
dpc-1797	79	4	puts	put	VERB
dpc-1797	79	5	a	a	DET
dpc-1797	79	6	limit	limit	NOUN
dpc-1797	79	7	to	to	ADP
dpc-1797	79	8	how	how	SCONJ
dpc-1797	79	9	early	early	ADJ
dpc-1797	79	10	melanomas	melanomas	NOUN
dpc-1797	79	11	can	can	AUX
dpc-1797	79	12	be	be	AUX
dpc-1797	79	13	diagnosed	diagnose	VERB
dpc-1797	79	14	.	.	PUNCT
dpc-1797	80	1	the	the	DET
dpc-1797	80	2	abcd	abcd	PROPN
dpc-1797	80	3	rule	rule	NOUN
dpc-1797	80	4	gives	give	VERB
dpc-1797	80	5	credit	credit	NOUN
dpc-1797	80	6	to	to	ADP
dpc-1797	80	7	the	the	DET
dpc-1797	80	8	fact	fact	NOUN
dpc-1797	80	9	that	that	SCONJ
dpc-1797	80	10	small	small	ADJ
dpc-1797	80	11	melanomas	melanoma	NOUN
dpc-1797	80	12	are	be	AUX
dpc-1797	80	13	difficult	difficult	ADJ
dpc-1797	80	14	to	to	PART
dpc-1797	80	15	diagnose	diagnose	VERB
dpc-1797	80	16	because	because	SCONJ
dpc-1797	80	17	melanomas	melanoma	NOUN
dpc-1797	80	18	smaller	small	ADJ
dpc-1797	80	19	than	than	ADP
dpc-1797	80	20	6	6	NUM
dpc-1797	80	21	mm	mm	NOUN
dpc-1797	80	22	are	be	AUX
dpc-1797	80	23	usually	usually	ADV
dpc-1797	80	24	not	not	PART
dpc-1797	80	25	asymmetric	asymmetric	ADJ
dpc-1797	80	26	and	and	CCONJ
dpc-1797	80	27	multicolored	multicolore	VERB
dpc-1797	80	28	,	,	PUNCT
dpc-1797	80	29	at	at	ADP
dpc-1797	80	30	least	least	ADJ
dpc-1797	80	31	when	when	SCONJ
dpc-1797	80	32	viewed	view	VERB
dpc-1797	80	33	with	with	ADP
dpc-1797	80	34	the	the	DET
dpc-1797	80	35	unaided	unaided	ADJ
dpc-1797	80	36	eye	eye	NOUN
dpc-1797	80	37	.	.	PUNCT
dpc-1797	81	1	size	size	NOUN
dpc-1797	81	2	limits	limit	NOUN
dpc-1797	81	3	were	be	AUX
dpc-1797	81	4	also	also	ADV
dpc-1797	81	5	part	part	NOUN
dpc-1797	81	6	of	of	ADP
dpc-1797	81	7	other	other	ADJ
dpc-1797	81	8	algorithms	algorithm	NOUN
dpc-1797	81	9	.	.	PUNCT
dpc-1797	82	1	the	the	DET
dpc-1797	82	2	glasgow	glasgow	ADJ
dpc-1797	82	3	7	7	NUM
dpc-1797	82	4	-	-	PUNCT
dpc-1797	82	5	point	point	NOUN
dpc-1797	82	6	checklist	checklist	NOUN
dpc-1797	82	7	established	establish	VERB
dpc-1797	82	8	a	a	DET
dpc-1797	82	9	size	size	NOUN
dpc-1797	82	10	limit	limit	NOUN
dpc-1797	82	11	of	of	ADP
dpc-1797	82	12	7	7	NUM
dpc-1797	82	13	mm	mm	NOUN
dpc-1797	82	14	.	.	PUNCT
dpc-1797	83	1	a	a	DET
dpc-1797	83	2	popular	popular	ADJ
dpc-1797	83	3	algorithm	algorithm	NOUN
dpc-1797	83	4	for	for	ADP
dpc-1797	83	5	the	the	DET
dpc-1797	83	6	diagnosis	diagnosis	NOUN
dpc-1797	83	7	of	of	ADP
dpc-1797	83	8	acral	acral	ADJ
dpc-1797	83	9	melanoma	melanoma	NOUN
dpc-1797	83	10	developed	develop	VERB
dpc-1797	83	11	by	by	ADP
dpc-1797	83	12	saida	saida	PROPN
dpc-1797	83	13	et	et	PROPN
dpc-1797	83	14	al	al	PROPN
dpc-1797	83	15	determined	determine	VERB
dpc-1797	83	16	a	a	DET
dpc-1797	83	17	size	size	NOUN
dpc-1797	83	18	limit	limit	NOUN
dpc-1797	83	19	of	of	ADP
dpc-1797	83	20	7	7	NUM
dpc-1797	83	21	mm	mm	NOUN
dpc-1797	83	22	for	for	ADP
dpc-1797	83	23	the	the	DET
dpc-1797	83	24	diagnosis	diagnosis	NOUN
dpc-1797	83	25	of	of	ADP
dpc-1797	83	26	acral	acral	ADJ
dpc-1797	83	27	melanoma	melanoma	NOUN
dpc-1797	84	1	[	[	X
dpc-1797	84	2	17	17	NUM
dpc-1797	84	3	]	]	PUNCT
dpc-1797	84	4	.	.	PUNCT
dpc-1797	85	1	the	the	DET
dpc-1797	85	2	diagnosis	diagnosis	NOUN
dpc-1797	85	3	of	of	ADP
dpc-1797	85	4	melanoma	melanoma	NOUN
dpc-1797	85	5	of	of	ADP
dpc-1797	85	6	the	the	DET
dpc-1797	85	7	nail	nail	NOUN
dpc-1797	85	8	matrix	matrix	NOUN
dpc-1797	85	9	is	be	AUX
dpc-1797	85	10	discouraged	discourage	VERB
dpc-1797	85	11	if	if	SCONJ
dpc-1797	85	12	the	the	DET
dpc-1797	85	13	pigmentation	pigmentation	NOUN
dpc-1797	85	14	covers	cover	VERB
dpc-1797	85	15	less	less	ADJ
dpc-1797	85	16	than	than	ADP
dpc-1797	85	17	1/3	1/3	NUM
dpc-1797	85	18	of	of	ADP
dpc-1797	85	19	the	the	DET
dpc-1797	85	20	nail	nail	NOUN
dpc-1797	85	21	plate	plate	NOUN
dpc-1797	86	1	[	[	X
dpc-1797	86	2	18	18	NUM
dpc-1797	86	3	]	]	PUNCT
dpc-1797	86	4	.	.	PUNCT
dpc-1797	87	1	size	size	NOUN
dpc-1797	87	2	limits	limit	NOUN
dpc-1797	87	3	have	have	VERB
dpc-1797	87	4	the	the	DET
dpc-1797	87	5	problem	problem	NOUN
dpc-1797	87	6	that	that	SCONJ
dpc-1797	87	7	,	,	PUNCT
dpc-1797	87	8	at	at	ADP
dpc-1797	87	9	least	least	ADJ
dpc-1797	87	10	in	in	ADP
dpc-1797	87	11	theory	theory	NOUN
dpc-1797	87	12	,	,	PUNCT
dpc-1797	87	13	all	all	DET
dpc-1797	87	14	melanomas	melanoma	NOUN
dpc-1797	87	15	start	start	VERB
dpc-1797	87	16	smaller	small	ADJ
dpc-1797	87	17	than	than	ADP
dpc-1797	87	18	6	6	NUM
dpc-1797	87	19	mm	mm	NOUN
dpc-1797	87	20	.	.	PUNCT
dpc-1797	88	1	a	a	DET
dpc-1797	88	2	reevaluation	reevaluation	NOUN
dpc-1797	88	3	of	of	ADP
dpc-1797	88	4	the	the	DET
dpc-1797	88	5	abcd	abcd	PROPN
dpc-1797	88	6	criteria	criterion	NOUN
dpc-1797	88	7	in	in	ADP
dpc-1797	88	8	2004	2004	NUM
dpc-1797	88	9	,	,	PUNCT
dpc-1797	88	10	however	however	ADV
dpc-1797	88	11	,	,	PUNCT
dpc-1797	88	12	concluded	conclude	VERB
dpc-1797	88	13	that	that	SCONJ
dpc-1797	88	14	the	the	DET
dpc-1797	88	15	size	size	NOUN
dpc-1797	88	16	limit	limit	NOUN
dpc-1797	88	17	of	of	ADP
dpc-1797	88	18	6	6	NUM
dpc-1797	88	19	mm	mm	NOUN
dpc-1797	88	20	should	should	AUX
dpc-1797	88	21	not	not	PART
dpc-1797	88	22	be	be	AUX
dpc-1797	88	23	lowered[19	lowered[19	NOUN
dpc-1797	88	24	]	]	PUNCT
dpc-1797	88	25	.	.	PUNCT
dpc-1797	89	1	in	in	ADP
dpc-1797	89	2	light	light	NOUN
dpc-1797	89	3	of	of	ADP
dpc-1797	89	4	the	the	DET
dpc-1797	89	5	fact	fact	NOUN
dpc-1797	89	6	that	that	SCONJ
dpc-1797	89	7	melanomas	melanomas	NOUN
dpc-1797	89	8	smaller	small	ADJ
dpc-1797	89	9	than	than	SCONJ
dpc-1797	89	10	6	6	NUM
dpc-1797	89	11	mm	mm	NOUN
dpc-1797	89	12	were	be	AUX
dpc-1797	89	13	increasingly	increasingly	ADV
dpc-1797	89	14	recognized	recognize	VERB
dpc-1797	89	15	,	,	PUNCT
dpc-1797	89	16	the	the	DET
dpc-1797	89	17	authors	author	NOUN
dpc-1797	89	18	suggested	suggest	VERB
dpc-1797	89	19	that	that	SCONJ
dpc-1797	89	20	“	"	PUNCT
dpc-1797	89	21	the	the	DET
dpc-1797	89	22	abcd	abcd	NOUN
dpc-1797	89	23	should	should	AUX
dpc-1797	89	24	be	be	AUX
dpc-1797	89	25	expanded	expand	VERB
dpc-1797	89	26	to	to	ADP
dpc-1797	89	27	abcde	abcde	X
dpc-1797	89	28	(	(	PUNCT
dpc-1797	89	29	e	e	NOUN
dpc-1797	89	30	standing	stand	VERB
dpc-1797	89	31	for	for	ADP
dpc-1797	89	32	enlargement	enlargement	NOUN
dpc-1797	89	33	or	or	CCONJ
dpc-1797	89	34	evolution	evolution	NOUN
dpc-1797	89	35	)	)	PUNCT
dpc-1797	89	36	to	to	PART
dpc-1797	89	37	emphasize	emphasize	VERB
dpc-1797	89	38	the	the	DET
dpc-1797	89	39	significance	significance	NOUN
dpc-1797	89	40	of	of	ADP
dpc-1797	89	41	evolving	evolve	VERB
dpc-1797	89	42	pigmented	pigmented	ADJ
dpc-1797	89	43	lesions	lesion	NOUN
dpc-1797	89	44	for	for	ADP
dpc-1797	89	45	the	the	DET
dpc-1797	89	46	diagnosis	diagnosis	NOUN
dpc-1797	89	47	of	of	ADP
dpc-1797	89	48	melanoma	melanoma	NOUN
dpc-1797	89	49	”	"	PUNCT
dpc-1797	89	50	.	.	PUNCT
dpc-1797	90	1	the	the	DET
dpc-1797	90	2	disadvantage	disadvantage	NOUN
dpc-1797	90	3	of	of	ADP
dpc-1797	90	4	the	the	DET
dpc-1797	90	5	newly	newly	ADV
dpc-1797	90	6	added	add	VERB
dpc-1797	90	7	e	e	NOUN
dpc-1797	90	8	criterion	criterion	NOUN
dpc-1797	90	9	relies	rely	VERB
dpc-1797	90	10	on	on	ADP
dpc-1797	90	11	the	the	DET
dpc-1797	90	12	fact	fact	NOUN
dpc-1797	90	13	that	that	SCONJ
dpc-1797	90	14	it	it	PRON
dpc-1797	90	15	depends	depend	VERB
dpc-1797	90	16	on	on	ADP
dpc-1797	90	17	information	information	NOUN
dpc-1797	90	18	collected	collect	VERB
dpc-1797	90	19	over	over	ADP
dpc-1797	90	20	time	time	NOUN
dpc-1797	90	21	.	.	PUNCT
dpc-1797	91	1	although	although	SCONJ
dpc-1797	91	2	the	the	DET
dpc-1797	91	3	self	self	NOUN
dpc-1797	91	4	-	-	PUNCT
dpc-1797	91	5	reported	report	VERB
dpc-1797	91	6	history	history	NOUN
dpc-1797	91	7	of	of	ADP
dpc-1797	91	8	patients	patient	NOUN
dpc-1797	91	9	or	or	CCONJ
dpc-1797	91	10	information	information	NOUN
dpc-1797	91	11	provided	provide	VERB
dpc-1797	91	12	by	by	ADP
dpc-1797	91	13	a	a	DET
dpc-1797	91	14	spouse	spouse	NOUN
dpc-1797	91	15	or	or	CCONJ
dpc-1797	91	16	partner	partner	NOUN
dpc-1797	91	17	can	can	AUX
dpc-1797	91	18	at	at	ADP
dpc-1797	91	19	times	time	NOUN
dpc-1797	91	20	be	be	AUX
dpc-1797	91	21	a	a	DET
dpc-1797	91	22	valuable	valuable	ADJ
dpc-1797	91	23	source	source	NOUN
dpc-1797	91	24	for	for	ADP
dpc-1797	91	25	this	this	DET
dpc-1797	91	26	type	type	NOUN
dpc-1797	91	27	of	of	ADP
dpc-1797	91	28	information	information	NOUN
dpc-1797	91	29	,	,	PUNCT
dpc-1797	91	30	it	it	PRON
dpc-1797	91	31	is	be	AUX
dpc-1797	91	32	not	not	PART
dpc-1797	91	33	perfectly	perfectly	ADV
dpc-1797	91	34	reliable[20	reliable[20	NOUN
dpc-1797	91	35	,	,	PUNCT
dpc-1797	91	36	21	21	NUM
dpc-1797	91	37	]	]	PUNCT
dpc-1797	91	38	.	.	PUNCT
dpc-1797	92	1	total	total	ADJ
dpc-1797	92	2	body	body	NOUN
dpc-1797	92	3	photography	photography	NOUN
dpc-1797	92	4	(	(	PUNCT
dpc-1797	92	5	tbp	tbp	NOUN
dpc-1797	92	6	)	)	PUNCT
dpc-1797	92	7	on	on	ADP
dpc-1797	92	8	the	the	DET
dpc-1797	92	9	other	other	ADJ
dpc-1797	92	10	hand	hand	NOUN
dpc-1797	92	11	,	,	PUNCT
dpc-1797	92	12	helps	help	VERB
dpc-1797	92	13	to	to	PART
dpc-1797	92	14	detect	detect	VERB
dpc-1797	92	15	new	new	ADJ
dpc-1797	92	16	and	and	CCONJ
dpc-1797	92	17	changing	change	VERB
dpc-1797	92	18	lesions	lesion	NOUN
dpc-1797	92	19	independent	independent	ADJ
dpc-1797	92	20	from	from	ADP
dpc-1797	92	21	the	the	DET
dpc-1797	92	22	attention	attention	NOUN
dpc-1797	92	23	of	of	ADP
dpc-1797	92	24	the	the	DET
dpc-1797	92	25	patient	patient	NOUN
dpc-1797	92	26	and	and	CCONJ
dpc-1797	92	27	thereby	thereby	ADV
dpc-1797	92	28	facilitates	facilitate	VERB
dpc-1797	92	29	the	the	DET
dpc-1797	92	30	detection	detection	NOUN
dpc-1797	92	31	of	of	ADP
dpc-1797	92	32	small	small	ADJ
dpc-1797	92	33	and	and	CCONJ
dpc-1797	92	34	inconspicuous	inconspicuous	ADJ
dpc-1797	92	35	melanomas	melanoma	NOUN
dpc-1797	93	1	[	[	X
dpc-1797	93	2	22–24	22–24	NUM
dpc-1797	93	3	]	]	PUNCT
dpc-1797	93	4	.	.	PUNCT
dpc-1797	94	1	it	it	PRON
dpc-1797	94	2	also	also	ADV
dpc-1797	94	3	reduces	reduce	VERB
dpc-1797	94	4	the	the	DET
dpc-1797	94	5	number	number	NOUN
dpc-1797	94	6	of	of	ADP
dpc-1797	94	7	unnecessary	unnecessary	ADJ
dpc-1797	94	8	excisions	excision	NOUN
dpc-1797	94	9	of	of	ADP
dpc-1797	94	10	benign	benign	ADJ
dpc-1797	94	11	lesions	lesion	NOUN
dpc-1797	94	12	[	[	X
dpc-1797	94	13	25	25	NUM
dpc-1797	94	14	]	]	PUNCT
dpc-1797	94	15	.	.	PUNCT
dpc-1797	95	1	in	in	ADP
dpc-1797	95	2	a	a	DET
dpc-1797	95	3	recent	recent	ADJ
dpc-1797	95	4	meta	meta	ADJ
dpc-1797	95	5	-	-	PUNCT
dpc-1797	95	6	analysis	analysis	NOUN
dpc-1797	95	7	,	,	PUNCT
dpc-1797	95	8	ji	ji	PROPN
dpc-1797	95	9	-	-	PUNCT
dpc-1797	95	10	xu	xu	PROPN
dpc-1797	95	11	calculated	calculate	VERB
dpc-1797	95	12	that	that	SCONJ
dpc-1797	95	13	total	total	ADJ
dpc-1797	95	14	body	body	NOUN
dpc-1797	95	15	photography	photography	NOUN
dpc-1797	95	16	of	of	ADP
dpc-1797	95	17	high	high	ADJ
dpc-1797	95	18	-	-	PUNCT
dpc-1797	95	19	risk	risk	NOUN
dpc-1797	95	20	individuals	individual	NOUN
dpc-1797	95	21	significantly	significantly	ADV
dpc-1797	95	22	reduced	reduce	VERB
dpc-1797	95	23	the	the	DET
dpc-1797	95	24	number	number	NOUN
dpc-1797	95	25	of	of	ADP
dpc-1797	95	26	biopsies	biopsy	NOUN
dpc-1797	95	27	needed	need	VERB
dpc-1797	95	28	to	to	PART
dpc-1797	95	29	detect	detect	VERB
dpc-1797	95	30	one	one	NUM
dpc-1797	95	31	melanoma	melanoma	NOUN
dpc-1797	95	32	from	from	ADP
dpc-1797	95	33	14.8	14.8	NUM
dpc-1797	95	34	to	to	ADP
dpc-1797	95	35	8.6	8.6	NUM
dpc-1797	96	1	[	[	X
dpc-1797	96	2	26	26	NUM
dpc-1797	96	3	]	]	PUNCT
dpc-1797	96	4	.	.	PUNCT
dpc-1797	97	1	most	most	ADJ
dpc-1797	97	2	melanomas	melanoma	NOUN
dpc-1797	97	3	detected	detect	VERB
dpc-1797	97	4	by	by	ADP
dpc-1797	97	5	tbp	tbp	NOUN
dpc-1797	97	6	were	be	AUX
dpc-1797	97	7	in	in	ADP
dpc-1797	97	8	situ	situ	NOUN
dpc-1797	97	9	,	,	PUNCT
dpc-1797	97	10	highlighting	highlight	VERB
dpc-1797	97	11	the	the	DET
dpc-1797	97	12	impact	impact	NOUN
dpc-1797	97	13	of	of	ADP
dpc-1797	97	14	tbp	tbp	NOUN
dpc-1797	97	15	for	for	ADP
dpc-1797	97	16	early	early	ADJ
dpc-1797	97	17	recognition	recognition	NOUN
dpc-1797	97	18	.	.	PUNCT
dpc-1797	98	1	tbp	tbp	NOUN
dpc-1797	98	2	is	be	AUX
dpc-1797	98	3	especially	especially	ADV
dpc-1797	98	4	useful	useful	ADJ
dpc-1797	98	5	for	for	ADP
dpc-1797	98	6	individuals	individual	NOUN
dpc-1797	98	7	with	with	ADP
dpc-1797	98	8	multiple	multiple	ADJ
dpc-1797	98	9	nevi	nevi	NOUN
dpc-1797	98	10	,	,	PUNCT
dpc-1797	98	11	in	in	ADP
dpc-1797	98	12	whom	whom	PRON
dpc-1797	98	13	melanomas	melanoma	NOUN
dpc-1797	98	14	are	be	AUX
dpc-1797	98	15	more	more	ADV
dpc-1797	98	16	difficult	difficult	ADJ
dpc-1797	98	17	to	to	PART
dpc-1797	98	18	detect	detect	VERB
dpc-1797	98	19	because	because	SCONJ
dpc-1797	98	20	of	of	ADP
dpc-1797	98	21	the	the	DET
dpc-1797	98	22	abundance	abundance	NOUN
dpc-1797	98	23	of	of	ADP
dpc-1797	98	24	nevi	nevi	NOUN
dpc-1797	98	25	[	[	X
dpc-1797	98	26	27	27	NUM
dpc-1797	98	27	]	]	PUNCT
dpc-1797	98	28	.	.	PUNCT
dpc-1797	99	1	the	the	DET
dpc-1797	99	2	“	"	PUNCT
dpc-1797	99	3	ugly	ugly	ADJ
dpc-1797	99	4	duckling	duckling	NOUN
dpc-1797	99	5	”	"	PUNCT
dpc-1797	99	6	approach	approach	NOUN
dpc-1797	99	7	addresses	address	NOUN
dpc-1797	99	8	this	this	DET
dpc-1797	99	9	difficulty	difficulty	NOUN
dpc-1797	99	10	in	in	ADP
dpc-1797	99	11	attempting	attempt	VERB
dpc-1797	99	12	to	to	PART
dpc-1797	99	13	find	find	VERB
dpc-1797	99	14	the	the	DET
dpc-1797	99	15	one	one	NUM
dpc-1797	99	16	outlier	outlier	NOUN
dpc-1797	99	17	among	among	ADP
dpc-1797	99	18	multiple	multiple	ADJ
dpc-1797	99	19	similar	similar	ADJ
dpc-1797	99	20	looking	look	VERB
dpc-1797	99	21	lesions	lesion	NOUN
dpc-1797	99	22	.	.	PUNCT
dpc-1797	100	1	the	the	DET
dpc-1797	100	2	first	first	ADJ
dpc-1797	100	3	attempts	attempt	NOUN
dpc-1797	100	4	to	to	PART
dpc-1797	100	5	popularize	popularize	VERB
dpc-1797	100	6	the	the	DET
dpc-1797	100	7	“	"	PUNCT
dpc-1797	100	8	ugly	ugly	ADJ
dpc-1797	100	9	duckling	duckling	NOUN
dpc-1797	100	10	”	"	PUNCT
dpc-1797	100	11	approach	approach	NOUN
dpc-1797	100	12	can	can	AUX
dpc-1797	100	13	be	be	AUX
dpc-1797	100	14	attributed	attribute	VERB
dpc-1797	100	15	to	to	ADP
dpc-1797	100	16	the	the	DET
dpc-1797	100	17	french	french	ADJ
dpc-1797	100	18	dermatologist	dermatologist	NOUN
dpc-1797	100	19	jj	jj	PROPN
dpc-1797	100	20	grob	grob	PROPN
dpc-1797	100	21	,	,	PUNCT
dpc-1797	100	22	who	who	PRON
dpc-1797	100	23	co	co	VERB
dpc-1797	100	24	-	-	VERB
dpc-1797	100	25	authored	author	VERB
dpc-1797	100	26	an	an	DET
dpc-1797	100	27	article	article	NOUN
dpc-1797	100	28	on	on	ADP
dpc-1797	100	29	this	this	DET
dpc-1797	100	30	topic	topic	NOUN
dpc-1797	100	31	in	in	ADP
dpc-1797	100	32	1998	1998	NUM
dpc-1797	100	33	[	[	X
dpc-1797	100	34	28	28	NUM
dpc-1797	100	35	]	]	PUNCT
dpc-1797	100	36	.	.	PUNCT
dpc-1797	101	1	unlike	unlike	ADP
dpc-1797	101	2	the	the	DET
dpc-1797	101	3	abcd	abcd	PROPN
dpc-1797	101	4	criteria	criterion	NOUN
dpc-1797	101	5	,	,	PUNCT
dpc-1797	101	6	the	the	DET
dpc-1797	101	7	“	"	PUNCT
dpc-1797	101	8	ugly	ugly	ADJ
dpc-1797	101	9	duckling	duckling	NOUN
dpc-1797	101	10	”	"	PUNCT
dpc-1797	101	11	method	method	NOUN
dpc-1797	101	12	is	be	AUX
dpc-1797	101	13	a	a	DET
dpc-1797	101	14	comparative	comparative	ADJ
dpc-1797	101	15	approach	approach	NOUN
dpc-1797	101	16	that	that	PRON
dpc-1797	101	17	takes	take	VERB
dpc-1797	101	18	into	into	ADP
dpc-1797	101	19	account	account	NOUN
dpc-1797	101	20	the	the	DET
dpc-1797	101	21	landscape	landscape	NOUN
dpc-1797	101	22	of	of	ADP
dpc-1797	101	23	nevi	nevi	NOUN
dpc-1797	101	24	in	in	ADP
dpc-1797	101	25	a	a	DET
dpc-1797	101	26	particular	particular	ADJ
dpc-1797	101	27	patient	patient	NOUN
dpc-1797	101	28	.	.	PUNCT
dpc-1797	102	1	it	it	PRON
dpc-1797	102	2	tacitly	tacitly	ADV
dpc-1797	102	3	assumes	assume	VERB
dpc-1797	102	4	that	that	SCONJ
dpc-1797	102	5	individuals	individual	NOUN
dpc-1797	102	6	have	have	VERB
dpc-1797	102	7	a	a	DET
dpc-1797	102	8	nevus	nevus	ADJ
dpc-1797	102	9	archetype	archetype	NOUN
dpc-1797	102	10	and	and	CCONJ
dpc-1797	102	11	that	that	SCONJ
dpc-1797	102	12	deviations	deviation	NOUN
dpc-1797	102	13	from	from	ADP
dpc-1797	102	14	this	this	DET
dpc-1797	102	15	archetype	archetype	NOUN
dpc-1797	102	16	may	may	AUX
dpc-1797	102	17	indicate	indicate	VERB
dpc-1797	102	18	malignancy	malignancy	NOUN
dpc-1797	102	19	.	.	PUNCT
dpc-1797	103	1	it	it	PRON
dpc-1797	103	2	is	be	AUX
dpc-1797	103	3	an	an	DET
dpc-1797	103	4	informal	informal	ADJ
dpc-1797	103	5	method	method	NOUN
dpc-1797	103	6	as	as	SCONJ
dpc-1797	103	7	there	there	PRON
dpc-1797	103	8	is	be	VERB
dpc-1797	103	9	no	no	DET
dpc-1797	103	10	rigorous	rigorous	ADJ
dpc-1797	103	11	definition	definition	NOUN
dpc-1797	103	12	regarding	regard	VERB
dpc-1797	103	13	the	the	DET
dpc-1797	103	14	kind	kind	NOUN
dpc-1797	103	15	of	of	ADP
dpc-1797	103	16	deviation	deviation	NOUN
dpc-1797	103	17	that	that	PRON
dpc-1797	103	18	is	be	AUX
dpc-1797	103	19	significant	significant	ADJ
dpc-1797	103	20	.	.	PUNCT
dpc-1797	104	1	all	all	DET
dpc-1797	104	2	kinds	kind	NOUN
dpc-1797	104	3	of	of	ADP
dpc-1797	104	4	deviation	deviation	NOUN
dpc-1797	104	5	have	have	AUX
dpc-1797	104	6	been	be	AUX
dpc-1797	104	7	used	use	VERB
dpc-1797	104	8	to	to	PART
dpc-1797	104	9	identify	identify	VERB
dpc-1797	104	10	the	the	DET
dpc-1797	104	11	outlier	outlier	ADJ
dpc-1797	104	12	lesion	lesion	NOUN
dpc-1797	104	13	,	,	PUNCT
dpc-1797	104	14	such	such	ADJ
dpc-1797	104	15	as	as	ADP
dpc-1797	104	16	a	a	DET
dpc-1797	104	17	pink	pink	ADJ
dpc-1797	104	18	lesion	lesion	NOUN
dpc-1797	104	19	among	among	ADP
dpc-1797	104	20	pigmented	pigmented	ADJ
dpc-1797	104	21	lesions	lesion	NOUN
dpc-1797	104	22	,	,	PUNCT
dpc-1797	104	23	a	a	DET
dpc-1797	104	24	large	large	ADJ
dpc-1797	104	25	lesion	lesion	NOUN
dpc-1797	104	26	among	among	ADP
dpc-1797	104	27	small	small	ADJ
dpc-1797	104	28	lesions	lesion	NOUN
dpc-1797	104	29	,	,	PUNCT
dpc-1797	104	30	and	and	CCONJ
dpc-1797	104	31	a	a	DET
dpc-1797	104	32	chaotic	chaotic	ADJ
dpc-1797	104	33	lesion	lesion	NOUN
dpc-1797	104	34	among	among	ADP
dpc-1797	104	35	symmetric	symmetric	ADJ
dpc-1797	104	36	lesions	lesion	NOUN
dpc-1797	104	37	.	.	PUNCT
dpc-1797	105	1	this	this	DET
dpc-1797	105	2	approach	approach	NOUN
dpc-1797	105	3	can	can	AUX
dpc-1797	105	4	also	also	ADV
dpc-1797	105	5	be	be	AUX
dpc-1797	105	6	used	use	VERB
dpc-1797	105	7	to	to	PART
dpc-1797	105	8	increase	increase	VERB
dpc-1797	105	9	specificity	specificity	NOUN
dpc-1797	105	10	in	in	ADP
dpc-1797	105	11	patients	patient	NOUN
dpc-1797	105	12	with	with	ADP
dpc-1797	105	13	multiple	multiple	ADJ
dpc-1797	105	14	“	"	PUNCT
dpc-1797	105	15	atypical	atypical	ADJ
dpc-1797	105	16	”	"	PUNCT
dpc-1797	105	17	nevi	nevi	NOUN
dpc-1797	105	18	.	.	PUNCT
dpc-1797	106	1	if	if	SCONJ
dpc-1797	106	2	all	all	DET
dpc-1797	106	3	nevi	nevi	ADJ
dpc-1797	106	4	look	look	VERB
dpc-1797	106	5	atypical	atypical	ADJ
dpc-1797	106	6	and	and	CCONJ
dpc-1797	106	7	none	none	NOUN
dpc-1797	106	8	is	be	AUX
dpc-1797	106	9	standing	stand	VERB
dpc-1797	106	10	out	out	ADP
dpc-1797	106	11	the	the	DET
dpc-1797	106	12	significance	significance	NOUN
dpc-1797	106	13	of	of	ADP
dpc-1797	106	14	“	"	PUNCT
dpc-1797	106	15	atypia	atypia	PROPN
dpc-1797	106	16	”	"	PUNCT
dpc-1797	106	17	decreases	decrease	NOUN
dpc-1797	106	18	.	.	PUNCT
dpc-1797	107	1	this	this	DET
dpc-1797	107	2	inverse	inverse	ADJ
dpc-1797	107	3	interpretation	interpretation	NOUN
dpc-1797	107	4	of	of	ADP
dpc-1797	107	5	the	the	DET
dpc-1797	107	6	“	"	PUNCT
dpc-1797	107	7	ugly	ugly	ADJ
dpc-1797	107	8	duckling	duckling	NOUN
dpc-1797	107	9	”	"	PUNCT
dpc-1797	107	10	approach	approach	NOUN
dpc-1797	107	11	has	have	AUX
dpc-1797	107	12	been	be	AUX
dpc-1797	107	13	more	more	ADV
dpc-1797	107	14	formally	formally	ADV
dpc-1797	107	15	investigated	investigate	VERB
dpc-1797	107	16	in	in	ADP
dpc-1797	107	17	the	the	DET
dpc-1797	107	18	field	field	NOUN
dpc-1797	107	19	of	of	ADP
dpc-1797	107	20	dermatoscopy	dermatoscopy	NOUN
dpc-1797	107	21	by	by	ADP
dpc-1797	107	22	argenziano	argenziano	NOUN
dpc-1797	107	23	and	and	CCONJ
dpc-1797	107	24	coworkers	coworker	NOUN
dpc-1797	107	25	[	[	X
dpc-1797	107	26	29	29	NUM
dpc-1797	107	27	]	]	PUNCT
dpc-1797	107	28	.	.	PUNCT
dpc-1797	108	1	in	in	ADP
dpc-1797	108	2	2021	2021	NUM
dpc-1797	108	3	,	,	PUNCT
dpc-1797	108	4	soenksen	soenksen	VERB
dpc-1797	108	5	et	et	PROPN
dpc-1797	108	6	al	al	PROPN
dpc-1797	108	7	.	.	PROPN
dpc-1797	108	8	successfully	successfully	ADV
dpc-1797	108	9	used	use	VERB
dpc-1797	108	10	the	the	DET
dpc-1797	108	11	“	"	PUNCT
dpc-1797	108	12	ugly	ugly	ADJ
dpc-1797	108	13	duckling	duckling	NOUN
dpc-1797	108	14	”	"	PUNCT
dpc-1797	108	15	approach	approach	NOUN
dpc-1797	108	16	to	to	PART
dpc-1797	108	17	automatically	automatically	ADV
dpc-1797	108	18	detect	detect	VERB
dpc-1797	108	19	outlier	outlier	ADJ
dpc-1797	108	20	lesions	lesion	NOUN
dpc-1797	108	21	from	from	ADP
dpc-1797	108	22	photographic	photographic	ADJ
dpc-1797	108	23	overviews	overview	NOUN
dpc-1797	108	24	with	with	ADP
dpc-1797	108	25	artificial	artificial	ADJ
dpc-1797	108	26	intelligence	intelligence	NOUN
dpc-1797	108	27	(	(	PUNCT
dpc-1797	108	28	ai	ai	NOUN
dpc-1797	108	29	)	)	PUNCT
dpc-1797	109	1	[	[	X
dpc-1797	109	2	30	30	NUM
dpc-1797	109	3	]	]	PUNCT
dpc-1797	109	4	.	.	PUNCT
dpc-1797	110	1	dermatoscopy	dermatoscopy	VERB
dpc-1797	110	2	the	the	DET
dpc-1797	110	3	seminal	seminal	ADJ
dpc-1797	110	4	paper	paper	NOUN
dpc-1797	110	5	of	of	ADP
dpc-1797	110	6	pehamberger	pehamberger	NOUN
dpc-1797	110	7	on	on	ADP
dpc-1797	110	8	pigmented	pigmented	ADJ
dpc-1797	110	9	skin	skin	NOUN
dpc-1797	110	10	lesions	lesion	NOUN
dpc-1797	110	11	pattern	pattern	NOUN
dpc-1797	110	12	analysis	analysis	NOUN
dpc-1797	110	13	,	,	PUNCT
dpc-1797	110	14	published	publish	VERB
dpc-1797	110	15	in	in	ADP
dpc-1797	110	16	1987	1987	NUM
dpc-1797	110	17	[	[	X
dpc-1797	110	18	31	31	NUM
dpc-1797	110	19	]	]	PUNCT
dpc-1797	110	20	paved	pave	VERB
dpc-1797	110	21	the	the	DET
dpc-1797	110	22	way	way	NOUN
dpc-1797	110	23	for	for	ADP
dpc-1797	110	24	future	future	ADJ
dpc-1797	110	25	developments	development	NOUN
dpc-1797	110	26	of	of	ADP
dpc-1797	110	27	the	the	DET
dpc-1797	110	28	dermatoscopic	dermatoscopic	ADJ
dpc-1797	110	29	diagnosis	diagnosis	NOUN
dpc-1797	110	30	of	of	ADP
dpc-1797	110	31	melanoma	melanoma	NOUN
dpc-1797	110	32	.	.	PUNCT
dpc-1797	111	1	it	it	PRON
dpc-1797	111	2	described	describe	VERB
dpc-1797	111	3	patterns	pattern	NOUN
dpc-1797	111	4	of	of	ADP
dpc-1797	111	5	benign	benign	ADJ
dpc-1797	111	6	and	and	CCONJ
dpc-1797	111	7	malignant	malignant	ADJ
dpc-1797	111	8	pigmented	pigment	VERB
dpc-1797	111	9	skin	skin	NOUN
dpc-1797	111	10	lesions	lesion	NOUN
dpc-1797	111	11	and	and	CCONJ
dpc-1797	111	12	introduced	introduce	VERB
dpc-1797	111	13	and	and	CCONJ
dpc-1797	111	14	defined	define	VERB
dpc-1797	111	15	dermoscopic	dermoscopic	ADJ
dpc-1797	111	16	criteria	criterion	NOUN
dpc-1797	111	17	that	that	PRON
dpc-1797	111	18	are	be	AUX
dpc-1797	111	19	still	still	ADV
dpc-1797	111	20	used	use	VERB
dpc-1797	111	21	today	today	NOUN
dpc-1797	111	22	.	.	PUNCT
dpc-1797	112	1	a	a	DET
dpc-1797	112	2	closer	close	ADJ
dpc-1797	112	3	look	look	NOUN
dpc-1797	112	4	at	at	ADP
dpc-1797	112	5	this	this	DET
dpc-1797	112	6	classical	classical	ADJ
dpc-1797	112	7	article	article	NOUN
dpc-1797	112	8	,	,	PUNCT
dpc-1797	112	9	however	however	ADV
dpc-1797	112	10	,	,	PUNCT
dpc-1797	112	11	reveals	reveal	VERB
dpc-1797	112	12	that	that	SCONJ
dpc-1797	112	13	the	the	DET
dpc-1797	112	14	melanomas	melanomas	NOUN
dpc-1797	112	15	shown	show	VERB
dpc-1797	112	16	in	in	ADP
dpc-1797	112	17	the	the	DET
dpc-1797	112	18	figures	figure	NOUN
dpc-1797	112	19	are	be	AUX
dpc-1797	112	20	large	large	ADJ
dpc-1797	112	21	and	and	CCONJ
dpc-1797	112	22	could	could	AUX
dpc-1797	112	23	have	have	AUX
dpc-1797	112	24	been	be	AUX
dpc-1797	112	25	diagnosed	diagnose	VERB
dpc-1797	112	26	without	without	ADP
dpc-1797	112	27	dermatoscopy	dermatoscopy	NOUN
dpc-1797	112	28	.	.	PUNCT
dpc-1797	113	1	the	the	DET
dpc-1797	113	2	method	method	NOUN
dpc-1797	113	3	of	of	ADP
dpc-1797	113	4	dermatoscopy	dermatoscopy	NOUN
dpc-1797	113	5	was	be	AUX
dpc-1797	113	6	still	still	ADV
dpc-1797	113	7	evolving	evolve	VERB
dpc-1797	113	8	and	and	CCONJ
dpc-1797	113	9	the	the	DET
dpc-1797	113	10	world	world	NOUN
dpc-1797	113	11	of	of	ADP
dpc-1797	113	12	dermatology	dermatology	NOUN
dpc-1797	113	13	was	be	AUX
dpc-1797	113	14	not	not	PART
dpc-1797	113	15	ready	ready	ADJ
dpc-1797	113	16	to	to	PART
dpc-1797	113	17	accept	accept	VERB
dpc-1797	113	18	that	that	SCONJ
dpc-1797	113	19	melanomas	melanomas	NOUN
dpc-1797	113	20	can	can	AUX
dpc-1797	113	21	be	be	AUX
dpc-1797	113	22	small	small	ADJ
dpc-1797	113	23	(	(	PUNCT
dpc-1797	113	24	smaller	small	ADJ
dpc-1797	113	25	than	than	ADP
dpc-1797	113	26	6	6	NUM
dpc-1797	113	27	mm	mm	NOUN
dpc-1797	113	28	)	)	PUNCT
dpc-1797	113	29	and	and	CCONJ
dpc-1797	113	30	inconspicuous	inconspicuous	ADJ
dpc-1797	113	31	(	(	PUNCT
dpc-1797	113	32	figure	figure	NOUN
dpc-1797	113	33	1	1	NUM
dpc-1797	113	34	)	)	PUNCT
dpc-1797	113	35	.	.	PUNCT
dpc-1797	114	1	soon	soon	ADV
dpc-1797	114	2	thereafter	thereafter	ADV
dpc-1797	114	3	other	other	ADJ
dpc-1797	114	4	groups	group	NOUN
dpc-1797	114	5	followed	follow	VERB
dpc-1797	114	6	and	and	CCONJ
dpc-1797	114	7	presented	present	VERB
dpc-1797	114	8	their	their	PRON
dpc-1797	114	9	own	own	ADJ
dpc-1797	114	10	interpretation	interpretation	NOUN
dpc-1797	114	11	of	of	ADP
dpc-1797	114	12	pattern	pattern	NOUN
dpc-1797	114	13	analysis	analysis	NOUN
dpc-1797	114	14	.	.	PUNCT
dpc-1797	115	1	old	old	ADJ
dpc-1797	115	2	concepts	concept	NOUN
dpc-1797	115	3	such	such	ADJ
dpc-1797	115	4	as	as	ADP
dpc-1797	115	5	the	the	DET
dpc-1797	115	6	abcd	abcd	PROPN
dpc-1797	115	7	criteria	criterion	NOUN
dpc-1797	115	8	and	and	CCONJ
dpc-1797	115	9	the	the	DET
dpc-1797	115	10	glasgow	glasgow	ADJ
dpc-1797	115	11	7	7	NUM
dpc-1797	115	12	-	-	PUNCT
dpc-1797	115	13	point	point	NOUN
dpc-1797	115	14	checklist	checklist	NOUN
dpc-1797	115	15	were	be	AUX
dpc-1797	115	16	reused	reuse	VERB
dpc-1797	115	17	for	for	ADP
dpc-1797	115	18	dermoscopy	dermoscopy	NOUN
dpc-1797	115	19	.	.	PUNCT
dpc-1797	116	1	stolz	stolz	PROPN
dpc-1797	116	2	et	et	PROPN
dpc-1797	116	3	al	al	PROPN
dpc-1797	116	4	invented	invent	VERB
dpc-1797	116	5	the	the	DET
dpc-1797	116	6	abcd	abcd	PROPN
dpc-1797	116	7	rule	rule	NOUN
dpc-1797	116	8	of	of	ADP
dpc-1797	116	9	dermoscopy	dermoscopy	NOUN
dpc-1797	116	10	and	and	CCONJ
dpc-1797	116	11	argenziano	argenziano	VERB
dpc-1797	116	12	et	et	NOUN
dpc-1797	116	13	al	al	PROPN
dpc-1797	116	14	the	the	DET
dpc-1797	116	15	7	7	NUM
dpc-1797	116	16	-	-	PUNCT
dpc-1797	116	17	point	point	NOUN
dpc-1797	116	18	checklist[14,15	checklist[14,15	NOUN
dpc-1797	116	19	]	]	PUNCT
dpc-1797	116	20	.	.	PUNCT
dpc-1797	117	1	both	both	DET
dpc-1797	117	2	methods	method	NOUN
dpc-1797	117	3	aimed	aim	VERB
dpc-1797	117	4	to	to	PART
dpc-1797	117	5	differentiate	differentiate	VERB
dpc-1797	117	6	melanomas	melanomas	NOUN
dpc-1797	117	7	from	from	ADP
dpc-1797	117	8	nevi	nevi	PROPN
dpc-1797	117	9	.	.	PUNCT
dpc-1797	118	1	other	other	ADJ
dpc-1797	118	2	noteworthy	noteworthy	ADJ
dpc-1797	118	3	algorithmic	algorithmic	ADJ
dpc-1797	118	4	approaches	approach	NOUN
dpc-1797	118	5	include	include	VERB
dpc-1797	118	6	menzies	menzie	NOUN
dpc-1797	118	7	rule	rule	VERB
dpc-1797	118	8	[	[	X
dpc-1797	118	9	32	32	NUM
dpc-1797	118	10	]	]	PUNCT
dpc-1797	118	11	,	,	PUNCT
dpc-1797	118	12	the	the	DET
dpc-1797	118	13	cash	cash	NOUN
dpc-1797	118	14	algorithm	algorithm	NOUN
dpc-1797	118	15	[	[	X
dpc-1797	118	16	33	33	NUM
dpc-1797	118	17	]	]	PUNCT
dpc-1797	118	18	,	,	PUNCT
dpc-1797	118	19	and	and	CCONJ
dpc-1797	118	20	the	the	DET
dpc-1797	118	21	chaos	chaos	NOUN
dpc-1797	118	22	and	and	CCONJ
dpc-1797	118	23	clues	clue	NOUN
dpc-1797	118	24	method	method	NOUN
dpc-1797	118	25	,	,	PUNCT
dpc-1797	118	26	which	which	PRON
dpc-1797	118	27	appeared	appear	VERB
dpc-1797	118	28	later	later	ADV
dpc-1797	118	29	[	[	X
dpc-1797	118	30	34	34	NUM
dpc-1797	118	31	]	]	PUNCT
dpc-1797	118	32	.	.	PUNCT
dpc-1797	119	1	over	over	ADP
dpc-1797	119	2	the	the	DET
dpc-1797	119	3	years	year	NOUN
dpc-1797	119	4	3	3	NUM
dpc-1797	119	5	meta	meta	ADJ
dpc-1797	119	6	-	-	PUNCT
dpc-1797	119	7	analysis	analysis	NOUN
dpc-1797	119	8	showed	show	VERB
dpc-1797	119	9	how	how	SCONJ
dpc-1797	119	10	dermatoscopy	dermatoscopy	AUX
dpc-1797	119	11	improved	improve	VERB
dpc-1797	119	12	diagnostic	diagnostic	ADJ
dpc-1797	119	13	accuracy	accuracy	NOUN
dpc-1797	119	14	for	for	ADP
dpc-1797	119	15	melanoma	melanoma	NOUN
dpc-1797	119	16	,	,	PUNCT
dpc-1797	119	17	compared	compare	VERB
dpc-1797	119	18	to	to	ADP
dpc-1797	119	19	an	an	DET
dpc-1797	119	20	unaided	unaided	ADJ
dpc-1797	119	21	4	4	NUM
dpc-1797	119	22	review	review	NOUN
dpc-1797	119	23	|	|	ADV
dpc-1797	119	24	dermatol	dermatol	ADJ
dpc-1797	119	25	pract	pract	NOUN
dpc-1797	119	26	concept	concept	NOUN
dpc-1797	119	27	.	.	PUNCT
dpc-1797	120	1	2021	2021	NUM
dpc-1797	120	2	;	;	PUNCT
dpc-1797	120	3	11(s1	11(s1	NUM
dpc-1797	120	4	):	):	PUNCT
dpc-1797	121	1	e2021163s	e2021163s	PRON
dpc-1797	121	2	eye	eye	NOUN
dpc-1797	121	3	inspection	inspection	NOUN
dpc-1797	121	4	[	[	X
dpc-1797	121	5	35–37	35–37	NOUN
dpc-1797	121	6	]	]	X
dpc-1797	121	7	.	.	PUNCT
dpc-1797	122	1	another	another	DET
dpc-1797	122	2	milestone	milestone	NOUN
dpc-1797	122	3	was	be	AUX
dpc-1797	122	4	the	the	DET
dpc-1797	122	5	second	second	ADJ
dpc-1797	122	6	consensus	consensus	NOUN
dpc-1797	122	7	conference	conference	NOUN
dpc-1797	122	8	of	of	ADP
dpc-1797	122	9	dermoscopy	dermoscopy	NOUN
dpc-1797	122	10	,	,	PUNCT
dpc-1797	122	11	which	which	PRON
dpc-1797	122	12	was	be	AUX
dpc-1797	122	13	virtually	virtually	ADV
dpc-1797	122	14	held	hold	VERB
dpc-1797	122	15	[	[	PUNCT
dpc-1797	122	16	38	38	NUM
dpc-1797	122	17	]	]	PUNCT
dpc-1797	122	18	.	.	PUNCT
dpc-1797	123	1	this	this	PRON
dpc-1797	123	2	was	be	AUX
dpc-1797	123	3	a	a	DET
dpc-1797	123	4	turning	turning	NOUN
dpc-1797	123	5	point	point	NOUN
dpc-1797	123	6	for	for	ADP
dpc-1797	123	7	the	the	DET
dpc-1797	123	8	evolution	evolution	NOUN
dpc-1797	123	9	of	of	ADP
dpc-1797	123	10	dermatoscopy	dermatoscopy	NOUN
dpc-1797	123	11	because	because	SCONJ
dpc-1797	123	12	it	it	PRON
dpc-1797	123	13	marks	mark	VERB
dpc-1797	123	14	the	the	DET
dpc-1797	123	15	beginning	beginning	NOUN
dpc-1797	123	16	of	of	ADP
dpc-1797	123	17	a	a	DET
dpc-1797	123	18	fruitful	fruitful	ADJ
dpc-1797	123	19	international	international	ADJ
dpc-1797	123	20	collaboration	collaboration	NOUN
dpc-1797	123	21	among	among	ADP
dpc-1797	123	22	different	different	ADJ
dpc-1797	123	23	groups	group	NOUN
dpc-1797	123	24	that	that	PRON
dpc-1797	123	25	tried	try	VERB
dpc-1797	123	26	to	to	PART
dpc-1797	123	27	establish	establish	VERB
dpc-1797	123	28	a	a	DET
dpc-1797	123	29	consensus	consensus	NOUN
dpc-1797	123	30	for	for	ADP
dpc-1797	123	31	criteria	criterion	NOUN
dpc-1797	123	32	and	and	CCONJ
dpc-1797	123	33	terminology	terminology	NOUN
dpc-1797	123	34	.	.	PUNCT
dpc-1797	124	1	prior	prior	ADV
dpc-1797	124	2	to	to	ADP
dpc-1797	124	3	this	this	DET
dpc-1797	124	4	milestone	milestone	NOUN
dpc-1797	124	5	event	event	NOUN
dpc-1797	124	6	,	,	PUNCT
dpc-1797	124	7	the	the	DET
dpc-1797	124	8	study	study	NOUN
dpc-1797	124	9	of	of	ADP
dpc-1797	124	10	dermatoscopy	dermatoscopy	NOUN
dpc-1797	124	11	was	be	AUX
dpc-1797	124	12	fragmented	fragment	VERB
dpc-1797	124	13	into	into	ADP
dpc-1797	124	14	different	different	ADJ
dpc-1797	124	15	small	small	ADJ
dpc-1797	124	16	research	research	NOUN
dpc-1797	124	17	groups	group	NOUN
dpc-1797	124	18	that	that	PRON
dpc-1797	124	19	often	often	ADV
dpc-1797	124	20	antagonized	antagonize	VERB
dpc-1797	124	21	each	each	DET
dpc-1797	124	22	other	other	ADJ
dpc-1797	124	23	.	.	PUNCT
dpc-1797	125	1	in	in	ADP
dpc-1797	125	2	the	the	DET
dpc-1797	125	3	following	follow	VERB
dpc-1797	125	4	years	year	NOUN
dpc-1797	125	5	dermatoscopy	dermatoscopy	AUX
dpc-1797	125	6	differentiated	differentiate	VERB
dpc-1797	125	7	into	into	ADP
dpc-1797	125	8	a	a	DET
dpc-1797	125	9	complex	complex	ADJ
dpc-1797	125	10	science	science	NOUN
dpc-1797	125	11	and	and	CCONJ
dpc-1797	125	12	criteria	criterion	NOUN
dpc-1797	125	13	for	for	ADP
dpc-1797	125	14	melanoma	melanoma	NOUN
dpc-1797	125	15	were	be	AUX
dpc-1797	125	16	refined	refine	VERB
dpc-1797	125	17	.	.	PUNCT
dpc-1797	126	1	special	special	ADJ
dpc-1797	126	2	criteria	criterion	NOUN
dpc-1797	126	3	were	be	AUX
dpc-1797	126	4	described	describe	VERB
dpc-1797	126	5	for	for	ADP
dpc-1797	126	6	acral	acral	ADJ
dpc-1797	126	7	melanoma	melanoma	NOUN
dpc-1797	127	1	[	[	X
dpc-1797	127	2	39–41	39–41	NUM
dpc-1797	127	3	]	]	PUNCT
dpc-1797	127	4	,	,	PUNCT
dpc-1797	127	5	facial	facial	ADJ
dpc-1797	127	6	melanoma	melanoma	NOUN
dpc-1797	128	1	[	[	X
dpc-1797	128	2	42–44	42–44	PROPN
dpc-1797	128	3	]	]	X
dpc-1797	128	4	,	,	PUNCT
dpc-1797	128	5	amelanotic	amelanotic	ADJ
dpc-1797	128	6	and	and	CCONJ
dpc-1797	128	7	hypomelanotic	hypomelanotic	ADJ
dpc-1797	128	8	melanomas	melanomas	NOUN
dpc-1797	129	1	[	[	X
dpc-1797	129	2	45,46	45,46	NOUN
dpc-1797	129	3	]	]	X
dpc-1797	129	4	,	,	PUNCT
dpc-1797	129	5	nodular	nodular	ADJ
dpc-1797	129	6	melanomas	melanomas	NOUN
dpc-1797	130	1	[	[	X
dpc-1797	130	2	47,48	47,48	NUM
dpc-1797	130	3	]	]	X
dpc-1797	130	4	,	,	PUNCT
dpc-1797	130	5	mucosal	mucosal	PROPN
dpc-1797	130	6	melanoma[49	melanoma[49	PROPN
dpc-1797	130	7	]	]	X
dpc-1797	130	8	,	,	PUNCT
dpc-1797	130	9	nail	nail	NOUN
dpc-1797	130	10	matrix	matrix	NOUN
dpc-1797	130	11	melanoma	melanoma	NOUN
dpc-1797	131	1	[	[	X
dpc-1797	131	2	50–53	50–53	NUM
dpc-1797	131	3	]	]	X
dpc-1797	131	4	,	,	PUNCT
dpc-1797	131	5	and	and	CCONJ
dpc-1797	132	1	melanomas	melanoma	NOUN
dpc-1797	132	2	on	on	ADP
dpc-1797	132	3	chronic	chronic	ADJ
dpc-1797	132	4	sun	sun	NOUN
dpc-1797	132	5	damaged	damage	VERB
dpc-1797	132	6	skin	skin	NOUN
dpc-1797	132	7	[	[	X
dpc-1797	132	8	54	54	NUM
dpc-1797	132	9	]	]	SYM
dpc-1797	132	10	.	.	PUNCT
dpc-1797	133	1	smaller	small	ADJ
dpc-1797	133	2	and	and	CCONJ
dpc-1797	133	3	smaller	small	ADJ
dpc-1797	133	4	lesions	lesion	NOUN
dpc-1797	133	5	were	be	AUX
dpc-1797	133	6	identified	identify	VERB
dpc-1797	133	7	as	as	ADP
dpc-1797	133	8	melanomas	melanomas	NOUN
dpc-1797	133	9	thanks	thank	NOUN
dpc-1797	133	10	to	to	PART
dpc-1797	133	11	dermatoscopy	dermatoscopy	VERB
dpc-1797	133	12	pushing	push	VERB
dpc-1797	133	13	the	the	DET
dpc-1797	133	14	diagnostic	diagnostic	ADJ
dpc-1797	133	15	boundaries	boundary	NOUN
dpc-1797	133	16	,	,	PUNCT
dpc-1797	133	17	also	also	ADV
dpc-1797	133	18	in	in	ADP
dpc-1797	133	19	dermatopathology	dermatopathology	NOUN
dpc-1797	134	1	[	[	X
dpc-1797	134	2	54–58	54–58	NUM
dpc-1797	134	3	]	]	PUNCT
dpc-1797	134	4	.	.	PUNCT
dpc-1797	135	1	furthermore	furthermore	ADV
dpc-1797	135	2	,	,	PUNCT
dpc-1797	135	3	argenziano	argenziano	ADJ
dpc-1797	135	4	et	et	PROPN
dpc-1797	135	5	al	al	PROPN
dpc-1797	135	6	demonstrated	demonstrate	VERB
dpc-1797	135	7	that	that	SCONJ
dpc-1797	135	8	when	when	SCONJ
dpc-1797	135	9	applied	apply	VERB
dpc-1797	135	10	by	by	ADP
dpc-1797	135	11	experienced	experienced	ADJ
dpc-1797	135	12	users	user	NOUN
dpc-1797	135	13	,	,	PUNCT
dpc-1797	135	14	dermatoscopy	dermatoscopy	NOUN
dpc-1797	135	15	reduces	reduce	VERB
dpc-1797	135	16	the	the	DET
dpc-1797	135	17	number	number	NOUN
dpc-1797	135	18	of	of	ADP
dpc-1797	135	19	biopsies	biopsy	NOUN
dpc-1797	135	20	or	or	CCONJ
dpc-1797	135	21	excisions	excision	NOUN
dpc-1797	135	22	needed	need	VERB
dpc-1797	135	23	to	to	PART
dpc-1797	135	24	detect	detect	VERB
dpc-1797	135	25	1	1	NUM
dpc-1797	135	26	melanoma[59	melanoma[59	PROPN
dpc-1797	135	27	]	]	PUNCT
dpc-1797	135	28	.	.	PUNCT
dpc-1797	136	1	despite	despite	SCONJ
dpc-1797	136	2	these	these	DET
dpc-1797	136	3	advancements	advancement	NOUN
dpc-1797	136	4	,	,	PUNCT
dpc-1797	136	5	it	it	PRON
dpc-1797	136	6	became	become	VERB
dpc-1797	136	7	clear	clear	ADJ
dpc-1797	136	8	that	that	SCONJ
dpc-1797	136	9	dermatoscopy	dermatoscopy	VERB
dpc-1797	136	10	had	have	VERB
dpc-1797	136	11	its	its	PRON
dpc-1797	136	12	limitations	limitation	NOUN
dpc-1797	136	13	[	[	X
dpc-1797	136	14	59–63	59–63	NUM
dpc-1797	136	15	]	]	PUNCT
dpc-1797	136	16	.	.	PUNCT
dpc-1797	137	1	it	it	PRON
dpc-1797	137	2	was	be	AUX
dpc-1797	137	3	reported	report	VERB
dpc-1797	137	4	that	that	SCONJ
dpc-1797	137	5	some	some	DET
dpc-1797	137	6	small	small	ADJ
dpc-1797	137	7	and	and	CCONJ
dpc-1797	137	8	flat	flat	ADJ
dpc-1797	137	9	melanomas	melanomas	NOUN
dpc-1797	137	10	lack	lack	NOUN
dpc-1797	137	11	melanoma	melanoma	NOUN
dpc-1797	137	12	clues	clue	NOUN
dpc-1797	137	13	at	at	ADP
dpc-1797	137	14	the	the	DET
dpc-1797	137	15	beginning	beginning	NOUN
dpc-1797	137	16	and	and	CCONJ
dpc-1797	137	17	can	can	AUX
dpc-1797	137	18	only	only	ADV
dpc-1797	137	19	be	be	AUX
dpc-1797	137	20	diagnosed	diagnose	VERB
dpc-1797	137	21	by	by	ADP
dpc-1797	137	22	observing	observe	VERB
dpc-1797	137	23	changes	change	NOUN
dpc-1797	137	24	over	over	ADP
dpc-1797	137	25	time	time	NOUN
dpc-1797	137	26	with	with	ADP
dpc-1797	137	27	sequential	sequential	ADJ
dpc-1797	137	28	digital	digital	ADJ
dpc-1797	137	29	dermatoscopy	dermatoscopy	NOUN
dpc-1797	137	30	[	[	X
dpc-1797	137	31	64–68	64–68	NUM
dpc-1797	137	32	]	]	PUNCT
dpc-1797	137	33	.	.	PUNCT
dpc-1797	138	1	the	the	DET
dpc-1797	138	2	finding	finding	NOUN
dpc-1797	138	3	was	be	AUX
dpc-1797	138	4	immediately	immediately	ADV
dpc-1797	138	5	criticized	criticize	VERB
dpc-1797	138	6	as	as	ADP
dpc-1797	138	7	just	just	ADV
dpc-1797	138	8	another	another	DET
dpc-1797	138	9	way	way	NOUN
dpc-1797	138	10	to	to	PART
dpc-1797	138	11	inflate	inflate	VERB
dpc-1797	138	12	the	the	DET
dpc-1797	138	13	melanoma	melanoma	NOUN
dpc-1797	138	14	epidemic	epidemic	NOUN
dpc-1797	138	15	[	[	X
dpc-1797	138	16	69	69	NUM
dpc-1797	138	17	]	]	PUNCT
dpc-1797	138	18	.	.	PUNCT
dpc-1797	139	1	the	the	DET
dpc-1797	139	2	introduction	introduction	NOUN
dpc-1797	139	3	of	of	ADP
dpc-1797	139	4	sequential	sequential	ADJ
dpc-1797	139	5	dermatoscopy	dermatoscopy	NOUN
dpc-1797	139	6	to	to	PART
dpc-1797	139	7	recognize	recognize	VERB
dpc-1797	139	8	changes	change	NOUN
dpc-1797	139	9	over	over	ADP
dpc-1797	139	10	time	time	NOUN
dpc-1797	139	11	,	,	PUNCT
dpc-1797	139	12	mirrors	mirror	VERB
dpc-1797	139	13	the	the	DET
dpc-1797	139	14	letter	letter	NOUN
dpc-1797	139	15	e	e	X
dpc-1797	139	16	(	(	PUNCT
dpc-1797	139	17	for	for	ADP
dpc-1797	139	18	evolving	evolve	VERB
dpc-1797	139	19	)	)	PUNCT
dpc-1797	139	20	addition	addition	NOUN
dpc-1797	139	21	to	to	ADP
dpc-1797	139	22	the	the	DET
dpc-1797	139	23	abcd	abcd	PROPN
dpc-1797	139	24	criteria	criterion	NOUN
dpc-1797	139	25	.	.	PUNCT
dpc-1797	140	1	finally	finally	ADV
dpc-1797	140	2	,	,	PUNCT
dpc-1797	140	3	dermatoscopic	dermatoscopic	NOUN
dpc-1797	140	4	images	image	NOUN
dpc-1797	140	5	are	be	AUX
dpc-1797	140	6	increasingly	increasingly	ADV
dpc-1797	140	7	used	use	VERB
dpc-1797	140	8	for	for	ADP
dpc-1797	140	9	training	training	NOUN
dpc-1797	140	10	of	of	ADP
dpc-1797	140	11	machine	machine	NOUN
dpc-1797	140	12	learning	learn	VERB
dpc-1797	140	13	algorithms	algorithm	NOUN
dpc-1797	140	14	[	[	X
dpc-1797	140	15	70–75	70–75	NUM
dpc-1797	140	16	]	]	PUNCT
dpc-1797	140	17	.	.	PUNCT
dpc-1797	141	1	computer	computer	NOUN
dpc-1797	141	2	algorithms	algorithm	NOUN
dpc-1797	141	3	based	base	VERB
dpc-1797	141	4	on	on	ADP
dpc-1797	141	5	deep	deep	ADJ
dpc-1797	141	6	learning	learning	NOUN
dpc-1797	141	7	outperformed	outperform	VERB
dpc-1797	141	8	dermatologists	dermatologist	NOUN
dpc-1797	141	9	in	in	ADP
dpc-1797	141	10	some	some	DET
dpc-1797	141	11	studies	study	NOUN
dpc-1797	141	12	and	and	CCONJ
dpc-1797	141	13	increased	increase	VERB
dpc-1797	141	14	the	the	DET
dpc-1797	141	15	expectations	expectation	NOUN
dpc-1797	141	16	that	that	PRON
dpc-1797	141	17	ai	ai	VERB
dpc-1797	141	18	will	will	AUX
dpc-1797	141	19	replace	replace	VERB
dpc-1797	141	20	human	human	ADJ
dpc-1797	141	21	expertise	expertise	NOUN
dpc-1797	141	22	,	,	PUNCT
dpc-1797	141	23	at	at	ADP
dpc-1797	141	24	least	least	ADJ
dpc-1797	141	25	for	for	ADP
dpc-1797	141	26	some	some	DET
dpc-1797	141	27	applications	application	NOUN
dpc-1797	141	28	such	such	ADJ
dpc-1797	141	29	as	as	ADP
dpc-1797	141	30	teledermatoscopy	teledermatoscopy	NOUN
dpc-1797	141	31	.	.	PUNCT
dpc-1797	142	1	the	the	DET
dpc-1797	142	2	expectations	expectation	NOUN
dpc-1797	142	3	are	be	AUX
dpc-1797	142	4	likely	likely	ADV
dpc-1797	142	5	exaggerated	exaggerated	ADJ
dpc-1797	142	6	because	because	SCONJ
dpc-1797	142	7	ai	ai	ADV
dpc-1797	142	8	-	-	PUNCT
dpc-1797	142	9	based	base	VERB
dpc-1797	142	10	algorithms	algorithm	NOUN
dpc-1797	142	11	still	still	ADV
dpc-1797	142	12	lack	lack	VERB
dpc-1797	142	13	the	the	DET
dpc-1797	142	14	kind	kind	NOUN
dpc-1797	142	15	of	of	ADP
dpc-1797	142	16	adaptive	adaptive	ADJ
dpc-1797	142	17	general	general	ADJ
dpc-1797	142	18	knowledge	knowledge	NOUN
dpc-1797	142	19	that	that	PRON
dpc-1797	142	20	is	be	AUX
dpc-1797	142	21	necessary	necessary	ADJ
dpc-1797	142	22	to	to	PART
dpc-1797	142	23	act	act	VERB
dpc-1797	142	24	independently	independently	ADV
dpc-1797	142	25	from	from	ADP
dpc-1797	142	26	humans	human	NOUN
dpc-1797	142	27	.	.	PUNCT
dpc-1797	143	1	it	it	PRON
dpc-1797	143	2	is	be	AUX
dpc-1797	143	3	likely	likely	ADJ
dpc-1797	143	4	,	,	PUNCT
dpc-1797	143	5	though	though	ADV
dpc-1797	143	6	,	,	PUNCT
dpc-1797	143	7	that	that	PRON
dpc-1797	143	8	ai	ai	VERB
dpc-1797	143	9	will	will	AUX
dpc-1797	143	10	transform	transform	VERB
dpc-1797	143	11	images	image	NOUN
dpc-1797	143	12	-	-	PUNCT
dpc-1797	143	13	based	base	VERB
dpc-1797	143	14	diagnostic	diagnostic	ADJ
dpc-1797	143	15	medicine	medicine	NOUN
dpc-1797	143	16	in	in	ADP
dpc-1797	143	17	many	many	ADJ
dpc-1797	143	18	ways	way	NOUN
dpc-1797	143	19	.	.	PUNCT
dpc-1797	144	1	as	as	SCONJ
dpc-1797	144	2	recently	recently	ADV
dpc-1797	144	3	demonstrated	demonstrate	VERB
dpc-1797	144	4	by	by	ADP
dpc-1797	144	5	tschandl	tschandl	NOUN
dpc-1797	144	6	et	et	PROPN
dpc-1797	144	7	al	al	PROPN
dpc-1797	144	8	,	,	PUNCT
dpc-1797	144	9	collaboration	collaboration	NOUN
dpc-1797	144	10	between	between	ADP
dpc-1797	144	11	humans	human	NOUN
dpc-1797	144	12	and	and	CCONJ
dpc-1797	144	13	computers	computer	NOUN
dpc-1797	144	14	is	be	AUX
dpc-1797	144	15	more	more	ADV
dpc-1797	144	16	promising	promising	ADJ
dpc-1797	144	17	than	than	ADP
dpc-1797	144	18	competition	competition	NOUN
dpc-1797	144	19	[	[	X
dpc-1797	144	20	72	72	NUM
dpc-1797	144	21	]	]	PUNCT
dpc-1797	144	22	.	.	PUNCT
dpc-1797	145	1	histopathologic	histopathologic	ADJ
dpc-1797	145	2	diagnosis	diagnosis	NOUN
dpc-1797	145	3	while	while	SCONJ
dpc-1797	145	4	it	it	PRON
dpc-1797	145	5	is	be	AUX
dpc-1797	145	6	easy	easy	ADJ
dpc-1797	145	7	to	to	PART
dpc-1797	145	8	pin	pin	VERB
dpc-1797	145	9	down	down	ADP
dpc-1797	145	10	the	the	DET
dpc-1797	145	11	beginning	beginning	NOUN
dpc-1797	145	12	of	of	ADP
dpc-1797	145	13	the	the	DET
dpc-1797	145	14	clinical	clinical	ADJ
dpc-1797	145	15	and	and	CCONJ
dpc-1797	145	16	dermatoscopic	dermatoscopic	ADJ
dpc-1797	145	17	diagnosis	diagnosis	NOUN
dpc-1797	145	18	of	of	ADP
dpc-1797	145	19	melanoma	melanoma	NOUN
dpc-1797	145	20	evolution	evolution	NOUN
dpc-1797	145	21	,	,	PUNCT
dpc-1797	145	22	the	the	DET
dpc-1797	145	23	same	same	ADJ
dpc-1797	145	24	does	do	AUX
dpc-1797	145	25	not	not	PART
dpc-1797	145	26	apply	apply	VERB
dpc-1797	145	27	to	to	ADP
dpc-1797	145	28	histopathology	histopathology	NOUN
dpc-1797	145	29	.	.	PUNCT
dpc-1797	146	1	a	a	DET
dpc-1797	146	2	possible	possible	ADJ
dpc-1797	146	3	choice	choice	NOUN
dpc-1797	146	4	is	be	AUX
dpc-1797	146	5	the	the	DET
dpc-1797	146	6	work	work	NOUN
dpc-1797	146	7	of	of	ADP
dpc-1797	146	8	lv	lv	PROPN
dpc-1797	146	9	ackerman	ackerman	PROPN
dpc-1797	146	10	in	in	ADP
dpc-1797	146	11	the	the	DET
dpc-1797	146	12	late	late	ADJ
dpc-1797	146	13	1940s	1940	NOUN
dpc-1797	146	14	.	.	PUNCT
dpc-1797	147	1	it	it	PRON
dpc-1797	147	2	was	be	AUX
dpc-1797	147	3	one	one	NUM
dpc-1797	147	4	of	of	ADP
dpc-1797	147	5	the	the	DET
dpc-1797	147	6	first	first	ADJ
dpc-1797	147	7	to	to	PART
dpc-1797	147	8	systematically	systematically	ADV
dpc-1797	147	9	describe	describe	VERB
dpc-1797	147	10	the	the	DET
dpc-1797	147	11	pathology	pathology	NOUN
dpc-1797	147	12	of	of	ADP
dpc-1797	147	13	“	"	PUNCT
dpc-1797	147	14	melanocarcinoma	melanocarcinoma	PROPN
dpc-1797	147	15	”	"	PUNCT
dpc-1797	147	16	,	,	PUNCT
dpc-1797	147	17	as	as	SCONJ
dpc-1797	147	18	defined	define	VERB
dpc-1797	147	19	then	then	ADV
dpc-1797	147	20	[	[	X
dpc-1797	147	21	76	76	NUM
dpc-1797	147	22	]	]	X
dpc-1797	147	23	.	.	PUNCT
dpc-1797	148	1	all	all	DET
dpc-1797	148	2	clinical	clinical	ADJ
dpc-1797	148	3	photos	photo	NOUN
dpc-1797	148	4	and	and	CCONJ
dpc-1797	148	5	microfigure	microfigure	NOUN
dpc-1797	148	6	1	1	NUM
dpc-1797	148	7	.	.	PUNCT
dpc-1797	149	1	(	(	PUNCT
dpc-1797	149	2	a	a	X
dpc-1797	149	3	)	)	PUNCT
dpc-1797	149	4	clinical	clinical	ADJ
dpc-1797	149	5	,	,	PUNCT
dpc-1797	149	6	(	(	PUNCT
dpc-1797	149	7	b	b	NOUN
dpc-1797	149	8	)	)	PUNCT
dpc-1797	149	9	dermatoscopic	dermatoscopic	NOUN
dpc-1797	149	10	,	,	PUNCT
dpc-1797	149	11	(	(	PUNCT
dpc-1797	149	12	c	c	X
dpc-1797	149	13	)	)	PUNCT
dpc-1797	149	14	histopathologic	histopathologic	ADJ
dpc-1797	149	15	view	view	NOUN
dpc-1797	149	16	of	of	ADP
dpc-1797	149	17	a	a	DET
dpc-1797	149	18	tiny	tiny	ADJ
dpc-1797	149	19	melanoma	melanoma	NOUN
dpc-1797	149	20	(	(	PUNCT
dpc-1797	149	21	<3	<3	X
dpc-1797	149	22	mm	mm	NOUN
dpc-1797	149	23	)	)	PUNCT
dpc-1797	149	24	.	.	PUNCT
dpc-1797	150	1	review	review	VERB
dpc-1797	150	2	|	|	ADV
dpc-1797	150	3	dermatol	dermatol	ADJ
dpc-1797	150	4	pract	pract	NOUN
dpc-1797	150	5	concept	concept	NOUN
dpc-1797	150	6	.	.	PUNCT
dpc-1797	151	1	2021	2021	NUM
dpc-1797	151	2	;	;	PUNCT
dpc-1797	151	3	11(s1	11(s1	NUM
dpc-1797	151	4	):	):	PUNCT
dpc-1797	151	5	e2021163s	e2021163s	PRON
dpc-1797	151	6	5	5	NUM
dpc-1797	151	7	graphs	graph	NOUN
dpc-1797	151	8	in	in	ADP
dpc-1797	151	9	his	his	PRON
dpc-1797	151	10	original	original	ADJ
dpc-1797	151	11	publication	publication	NOUN
dpc-1797	151	12	of	of	ADP
dpc-1797	151	13	a	a	DET
dpc-1797	151	14	series	series	NOUN
dpc-1797	151	15	of	of	ADP
dpc-1797	151	16	75	75	NUM
dpc-1797	151	17	cases	case	NOUN
dpc-1797	151	18	show	show	VERB
dpc-1797	151	19	advanced	advanced	ADJ
dpc-1797	151	20	cases	case	NOUN
dpc-1797	151	21	of	of	ADP
dpc-1797	151	22	melanoma	melanoma	NOUN
dpc-1797	151	23	.	.	PUNCT
dpc-1797	152	1	of	of	ADP
dpc-1797	152	2	40	40	NUM
dpc-1797	152	3	patients	patient	NOUN
dpc-1797	152	4	who	who	PRON
dpc-1797	152	5	underwent	undergo	VERB
dpc-1797	152	6	dissection	dissection	NOUN
dpc-1797	152	7	of	of	ADP
dpc-1797	152	8	the	the	DET
dpc-1797	152	9	local	local	ADJ
dpc-1797	152	10	lymph	lymph	NOUN
dpc-1797	152	11	nodes	node	NOUN
dpc-1797	152	12	,	,	PUNCT
dpc-1797	152	13	37	37	NUM
dpc-1797	152	14	already	already	ADV
dpc-1797	152	15	had	have	VERB
dpc-1797	152	16	lymph	lymph	NOUN
dpc-1797	152	17	node	node	ADJ
dpc-1797	152	18	metastasis	metastasis	NOUN
dpc-1797	152	19	at	at	ADP
dpc-1797	152	20	the	the	DET
dpc-1797	152	21	time	time	NOUN
dpc-1797	152	22	of	of	ADP
dpc-1797	152	23	diagnosis	diagnosis	NOUN
dpc-1797	152	24	.	.	PUNCT
dpc-1797	153	1	the	the	DET
dpc-1797	153	2	article	article	NOUN
dpc-1797	153	3	is	be	AUX
dpc-1797	153	4	mostly	mostly	ADV
dpc-1797	153	5	interesting	interesting	ADJ
dpc-1797	153	6	for	for	SCONJ
dpc-1797	153	7	its	its	PRON
dpc-1797	153	8	summary	summary	NOUN
dpc-1797	153	9	of	of	ADP
dpc-1797	153	10	beliefs	belief	NOUN
dpc-1797	153	11	about	about	ADP
dpc-1797	153	12	melanoma	melanoma	PROPN
dpc-1797	153	13	prevalent	prevalent	ADJ
dpc-1797	153	14	in	in	ADP
dpc-1797	153	15	those	those	DET
dpc-1797	153	16	days	day	NOUN
dpc-1797	153	17	.	.	PUNCT
dpc-1797	154	1	according	accord	VERB
dpc-1797	154	2	to	to	ADP
dpc-1797	154	3	lv	lv	PROPN
dpc-1797	154	4	ackerman	ackerman	PROPN
dpc-1797	154	5	melanoma	melanoma	PROPN
dpc-1797	154	6	usually	usually	ADV
dpc-1797	154	7	starts	start	VERB
dpc-1797	154	8	in	in	ADP
dpc-1797	154	9	a	a	DET
dpc-1797	154	10	mole	mole	NOUN
dpc-1797	154	11	and	and	CCONJ
dpc-1797	154	12	“	"	PUNCT
dpc-1797	154	13	it	it	PRON
dpc-1797	154	14	is	be	AUX
dpc-1797	154	15	most	most	ADV
dpc-1797	154	16	unusual	unusual	ADJ
dpc-1797	154	17	to	to	PART
dpc-1797	154	18	find	find	VERB
dpc-1797	154	19	the	the	DET
dpc-1797	154	20	changes	change	NOUN
dpc-1797	154	21	of	of	ADP
dpc-1797	154	22	malignant	malignant	ADJ
dpc-1797	154	23	melanoma	melanoma	NOUN
dpc-1797	154	24	entirely	entirely	ADV
dpc-1797	154	25	within	within	ADP
dpc-1797	154	26	the	the	DET
dpc-1797	154	27	epidermis	epidermis	NOUN
dpc-1797	154	28	with	with	ADP
dpc-1797	154	29	no	no	DET
dpc-1797	154	30	change	change	NOUN
dpc-1797	154	31	in	in	ADP
dpc-1797	154	32	the	the	DET
dpc-1797	154	33	dermis	dermis	NOUN
dpc-1797	154	34	.	.	PUNCT
dpc-1797	154	35	”	"	PUNCT
dpc-1797	155	1	interestingly	interestingly	ADV
dpc-1797	155	2	,	,	PUNCT
dpc-1797	155	3	among	among	ADP
dpc-1797	155	4	the	the	DET
dpc-1797	155	5	suggested	suggest	VERB
dpc-1797	155	6	treatments	treatment	NOUN
dpc-1797	155	7	mentioned	mention	VERB
dpc-1797	155	8	in	in	ADP
dpc-1797	155	9	this	this	DET
dpc-1797	155	10	article	article	NOUN
dpc-1797	155	11	there	there	PRON
dpc-1797	155	12	was	be	VERB
dpc-1797	155	13	also	also	ADV
dpc-1797	155	14	castration	castration	NOUN
dpc-1797	155	15	,	,	PUNCT
dpc-1797	155	16	because	because	SCONJ
dpc-1797	155	17	it	it	PRON
dpc-1797	155	18	was	be	AUX
dpc-1797	155	19	believed	believe	VERB
dpc-1797	155	20	that	that	SCONJ
dpc-1797	155	21	hormones	hormone	NOUN
dpc-1797	155	22	have	have	VERB
dpc-1797	155	23	an	an	DET
dpc-1797	155	24	impact	impact	NOUN
dpc-1797	155	25	on	on	ADP
dpc-1797	155	26	the	the	DET
dpc-1797	155	27	course	course	NOUN
dpc-1797	155	28	of	of	ADP
dpc-1797	155	29	the	the	DET
dpc-1797	155	30	disease	disease	NOUN
dpc-1797	155	31	.	.	PUNCT
dpc-1797	156	1	in	in	ADP
dpc-1797	156	2	1953	1953	NUM
dpc-1797	156	3	,	,	PUNCT
dpc-1797	156	4	a	a	DET
dpc-1797	156	5	allen	allen	NOUN
dpc-1797	156	6	and	and	CCONJ
dpc-1797	156	7	s	s	PROPN
dpc-1797	156	8	spitz	spitz	PROPN
dpc-1797	156	9	co	co	VERB
dpc-1797	156	10	-	-	VERB
dpc-1797	156	11	authored	author	VERB
dpc-1797	156	12	an	an	DET
dpc-1797	156	13	article	article	NOUN
dpc-1797	156	14	,	,	PUNCT
dpc-1797	156	15	in	in	ADP
dpc-1797	156	16	which	which	PRON
dpc-1797	156	17	they	they	PRON
dpc-1797	156	18	set	set	VERB
dpc-1797	156	19	forth	forth	ADP
dpc-1797	156	20	their	their	PRON
dpc-1797	156	21	belief	belief	NOUN
dpc-1797	156	22	that	that	SCONJ
dpc-1797	156	23	all	all	DET
dpc-1797	156	24	melanomas	melanoma	NOUN
dpc-1797	156	25	start	start	VERB
dpc-1797	156	26	in	in	ADP
dpc-1797	156	27	a	a	DET
dpc-1797	156	28	preexisting	preexist	VERB
dpc-1797	156	29	mole	mole	NOUN
dpc-1797	156	30	,	,	PUNCT
dpc-1797	156	31	especially	especially	ADV
dpc-1797	156	32	in	in	ADP
dpc-1797	156	33	a	a	DET
dpc-1797	156	34	so	so	ADV
dpc-1797	156	35	called	call	VERB
dpc-1797	156	36	“	"	PUNCT
dpc-1797	156	37	active	active	ADJ
dpc-1797	156	38	junctional	junctional	ADJ
dpc-1797	156	39	nevus	nevus	NOUN
dpc-1797	156	40	”	"	PUNCT
dpc-1797	157	1	[	[	X
dpc-1797	157	2	77	77	NUM
dpc-1797	157	3	]	]	PUNCT
dpc-1797	157	4	.	.	PUNCT
dpc-1797	158	1	the	the	DET
dpc-1797	158	2	micrograph	micrograph	NOUN
dpc-1797	158	3	of	of	ADP
dpc-1797	158	4	the	the	DET
dpc-1797	158	5	“	"	PUNCT
dpc-1797	158	6	activated	activate	VERB
dpc-1797	158	7	junctional	junctional	ADJ
dpc-1797	158	8	nevus	nevus	NOUN
dpc-1797	158	9	immediately	immediately	ADV
dpc-1797	158	10	preceding	precede	VERB
dpc-1797	158	11	the	the	DET
dpc-1797	158	12	development	development	NOUN
dpc-1797	158	13	of	of	ADP
dpc-1797	158	14	infiltrating	infiltrate	VERB
dpc-1797	158	15	melanocarcinoma	melanocarcinoma	NOUN
dpc-1797	158	16	”	"	PUNCT
dpc-1797	158	17	shown	show	VERB
dpc-1797	158	18	in	in	ADP
dpc-1797	158	19	figure	figure	NOUN
dpc-1797	158	20	9	9	NUM
dpc-1797	158	21	in	in	ADP
dpc-1797	158	22	their	their	PRON
dpc-1797	158	23	1953	1953	NUM
dpc-1797	158	24	article	article	NOUN
dpc-1797	158	25	shows	show	VERB
dpc-1797	158	26	a	a	DET
dpc-1797	158	27	melanoma	melanoma	NOUN
dpc-1797	158	28	in	in	ADP
dpc-1797	158	29	situ	situ	NOUN
dpc-1797	158	30	.	.	PUNCT
dpc-1797	159	1	from	from	ADP
dpc-1797	159	2	the	the	DET
dpc-1797	159	3	current	current	ADJ
dpc-1797	159	4	point	point	NOUN
dpc-1797	159	5	of	of	ADP
dpc-1797	159	6	view	view	NOUN
dpc-1797	159	7	,	,	PUNCT
dpc-1797	159	8	most	most	ADJ
dpc-1797	159	9	of	of	ADP
dpc-1797	159	10	what	what	PRON
dpc-1797	159	11	has	have	AUX
dpc-1797	159	12	been	be	AUX
dpc-1797	159	13	published	publish	VERB
dpc-1797	159	14	on	on	ADP
dpc-1797	159	15	the	the	DET
dpc-1797	159	16	pathology	pathology	NOUN
dpc-1797	159	17	of	of	ADP
dpc-1797	159	18	melanoma	melanoma	NOUN
dpc-1797	159	19	pre-1970s	pre-1970	NOUN
dpc-1797	159	20	is	be	AUX
dpc-1797	159	21	only	only	ADV
dpc-1797	159	22	of	of	ADP
dpc-1797	159	23	historical	historical	ADJ
dpc-1797	159	24	interest	interest	NOUN
dpc-1797	159	25	.	.	PUNCT
dpc-1797	160	1	the	the	DET
dpc-1797	160	2	articles	article	NOUN
dpc-1797	160	3	,	,	PUNCT
dpc-1797	160	4	however	however	ADV
dpc-1797	160	5	,	,	PUNCT
dpc-1797	160	6	witness	witness	VERB
dpc-1797	160	7	the	the	DET
dpc-1797	160	8	different	different	ADJ
dpc-1797	160	9	concepts	concept	NOUN
dpc-1797	160	10	of	of	ADP
dpc-1797	160	11	ackerman	ackerman	PROPN
dpc-1797	160	12	,	,	PUNCT
dpc-1797	160	13	allen	allen	PROPN
dpc-1797	160	14	,	,	PUNCT
dpc-1797	160	15	spitz	spitz	PROPN
dpc-1797	160	16	,	,	PUNCT
dpc-1797	160	17	and	and	CCONJ
dpc-1797	160	18	other	other	ADJ
dpc-1797	160	19	pioneers	pioneer	NOUN
dpc-1797	160	20	of	of	ADP
dpc-1797	160	21	melanoma	melanoma	PROPN
dpc-1797	160	22	pathology	pathology	NOUN
dpc-1797	160	23	,	,	PUNCT
dpc-1797	160	24	compared	compare	VERB
dpc-1797	160	25	to	to	ADP
dpc-1797	160	26	our	our	PRON
dpc-1797	160	27	current	current	ADJ
dpc-1797	160	28	view	view	NOUN
dpc-1797	160	29	,	,	PUNCT
dpc-1797	160	30	particularly	particularly	ADV
dpc-1797	160	31	regarding	regard	VERB
dpc-1797	160	32	melanoma	melanoma	NOUN
dpc-1797	160	33	in	in	ADP
dpc-1797	160	34	situ	situ	NOUN
dpc-1797	160	35	.	.	PUNCT
dpc-1797	161	1	what	what	PRON
dpc-1797	161	2	has	have	AUX
dpc-1797	161	3	been	be	AUX
dpc-1797	161	4	defined	define	VERB
dpc-1797	161	5	a	a	DET
dpc-1797	161	6	precursor	precursor	NOUN
dpc-1797	161	7	by	by	ADP
dpc-1797	161	8	allen	allen	PROPN
dpc-1797	161	9	and	and	CCONJ
dpc-1797	161	10	spitz	spitz	PROPN
dpc-1797	161	11	,	,	PUNCT
dpc-1797	161	12	would	would	AUX
dpc-1797	161	13	be	be	AUX
dpc-1797	161	14	called	call	VERB
dpc-1797	161	15	a	a	DET
dpc-1797	161	16	melanoma	melanoma	NOUN
dpc-1797	161	17	today	today	NOUN
dpc-1797	161	18	.	.	PUNCT
dpc-1797	162	1	in	in	ADP
dpc-1797	162	2	the	the	DET
dpc-1797	162	3	early	early	ADJ
dpc-1797	162	4	1970s	1970	NOUN
dpc-1797	162	5	wh	wh	NOUN
dpc-1797	162	6	clark	clark	PROPN
dpc-1797	162	7	and	and	CCONJ
dpc-1797	162	8	coworkers	coworker	NOUN
dpc-1797	162	9	propagated	propagate	VERB
dpc-1797	162	10	a	a	DET
dpc-1797	162	11	“	"	PUNCT
dpc-1797	162	12	histogenetic	histogenetic	ADJ
dpc-1797	162	13	”	"	PUNCT
dpc-1797	162	14	classification	classification	NOUN
dpc-1797	162	15	of	of	ADP
dpc-1797	162	16	melanoma	melanoma	NOUN
dpc-1797	162	17	,	,	PUNCT
dpc-1797	162	18	which	which	PRON
dpc-1797	162	19	continues	continue	VERB
dpc-1797	162	20	to	to	PART
dpc-1797	162	21	be	be	AUX
dpc-1797	162	22	relevant	relevant	ADJ
dpc-1797	162	23	until	until	ADP
dpc-1797	162	24	today	today	NOUN
dpc-1797	162	25	[	[	X
dpc-1797	162	26	78,79	78,79	NOUN
dpc-1797	162	27	]	]	X
dpc-1797	162	28	.	.	PUNCT
dpc-1797	163	1	in	in	ADP
dpc-1797	163	2	its	its	PRON
dpc-1797	163	3	original	original	ADJ
dpc-1797	163	4	form	form	NOUN
dpc-1797	163	5	the	the	DET
dpc-1797	163	6	classification	classification	NOUN
dpc-1797	163	7	included	include	VERB
dpc-1797	163	8	3	3	NUM
dpc-1797	163	9	subtypes	subtype	NOUN
dpc-1797	163	10	:	:	PUNCT
dpc-1797	163	11	nodular	nodular	ADJ
dpc-1797	163	12	melanoma	melanoma	NOUN
dpc-1797	163	13	,	,	PUNCT
dpc-1797	163	14	superficial	superficial	ADJ
dpc-1797	163	15	spreading	spread	VERB
dpc-1797	163	16	melanoma	melanoma	NOUN
dpc-1797	163	17	,	,	PUNCT
dpc-1797	163	18	and	and	CCONJ
dpc-1797	163	19	lentigo	lentigo	ADJ
dpc-1797	163	20	maligna	maligna	PROPN
dpc-1797	163	21	melanoma	melanoma	PROPN
dpc-1797	163	22	.	.	PUNCT
dpc-1797	164	1	nodular	nodular	ADJ
dpc-1797	164	2	melanoma	melanoma	NOUN
dpc-1797	164	3	was	be	AUX
dpc-1797	164	4	typified	typify	VERB
dpc-1797	164	5	by	by	ADP
dpc-1797	164	6	pure	pure	ADJ
dpc-1797	164	7	vertical	vertical	ADJ
dpc-1797	164	8	growth	growth	NOUN
dpc-1797	164	9	,	,	PUNCT
dpc-1797	164	10	while	while	SCONJ
dpc-1797	164	11	superficial	superficial	ADJ
dpc-1797	164	12	spreading	spread	VERB
dpc-1797	164	13	melanoma	melanoma	NOUN
dpc-1797	164	14	expands	expand	VERB
dpc-1797	164	15	along	along	ADP
dpc-1797	164	16	the	the	DET
dpc-1797	164	17	epidermis	epidermis	NOUN
dpc-1797	164	18	(	(	PUNCT
dpc-1797	164	19	radial	radial	ADJ
dpc-1797	164	20	or	or	CCONJ
dpc-1797	164	21	horizontal	horizontal	ADJ
dpc-1797	164	22	growth	growth	NOUN
dpc-1797	164	23	phase	phase	NOUN
dpc-1797	164	24	)	)	PUNCT
dpc-1797	164	25	.	.	PUNCT
dpc-1797	165	1	the	the	DET
dpc-1797	165	2	fourth	fourth	ADJ
dpc-1797	165	3	subtype	subtype	NOUN
dpc-1797	165	4	,	,	PUNCT
dpc-1797	165	5	acral	acral	ADJ
dpc-1797	165	6	lentiginous	lentiginous	ADJ
dpc-1797	165	7	melanoma	melanoma	NOUN
dpc-1797	165	8	,	,	PUNCT
dpc-1797	165	9	was	be	AUX
dpc-1797	165	10	added	add	VERB
dpc-1797	165	11	later	later	ADV
dpc-1797	165	12	.	.	PUNCT
dpc-1797	166	1	around	around	ADP
dpc-1797	166	2	the	the	DET
dpc-1797	166	3	same	same	ADJ
dpc-1797	166	4	time	time	NOUN
dpc-1797	166	5	in	in	ADP
dpc-1797	166	6	the	the	DET
dpc-1797	166	7	early	early	ADJ
dpc-1797	166	8	1970s	1970	NOUN
dpc-1797	166	9	,	,	PUNCT
dpc-1797	166	10	a	a	DET
dpc-1797	166	11	breslow	breslow	NOUN
dpc-1797	166	12	introduced	introduce	VERB
dpc-1797	166	13	the	the	DET
dpc-1797	166	14	invasion	invasion	NOUN
dpc-1797	166	15	thickness	thickness	NOUN
dpc-1797	166	16	as	as	ADP
dpc-1797	166	17	prognostic	prognostic	ADJ
dpc-1797	166	18	marker	marker	NOUN
dpc-1797	166	19	for	for	ADP
dpc-1797	166	20	primary	primary	ADJ
dpc-1797	166	21	skin	skin	NOUN
dpc-1797	166	22	melanoma	melanoma	NOUN
dpc-1797	167	1	[	[	X
dpc-1797	167	2	80,81	80,81	NUM
dpc-1797	167	3	]	]	PUNCT
dpc-1797	167	4	,	,	PUNCT
dpc-1797	167	5	and	and	CCONJ
dpc-1797	167	6	in	in	ADP
dpc-1797	167	7	the	the	DET
dpc-1797	167	8	mid-1970s	mid-1970	NOUN
dpc-1797	167	9	,	,	PUNCT
dpc-1797	167	10	ab	ab	PROPN
dpc-1797	167	11	ackerman	ackerman	PROPN
dpc-1797	167	12	and	and	CCONJ
dpc-1797	167	13	coworkers	coworker	NOUN
dpc-1797	167	14	set	set	VERB
dpc-1797	167	15	forth	forth	ADP
dpc-1797	167	16	histopathologic	histopathologic	NOUN
dpc-1797	167	17	criteria	criterion	NOUN
dpc-1797	167	18	for	for	ADP
dpc-1797	167	19	the	the	DET
dpc-1797	167	20	diagnosis	diagnosis	NOUN
dpc-1797	167	21	of	of	ADP
dpc-1797	167	22	melanoma	melanoma	NOUN
dpc-1797	167	23	that	that	PRON
dpc-1797	167	24	are	be	AUX
dpc-1797	167	25	still	still	ADV
dpc-1797	167	26	widely	widely	ADV
dpc-1797	167	27	used	use	VERB
dpc-1797	167	28	by	by	ADP
dpc-1797	167	29	dermatopathologists	dermatopathologist	NOUN
dpc-1797	167	30	(	(	PUNCT
dpc-1797	167	31	table	table	NOUN
dpc-1797	167	32	1	1	NUM
dpc-1797	167	33	)	)	PUNCT
dpc-1797	168	1	[	[	X
dpc-1797	168	2	82	82	NUM
dpc-1797	168	3	]	]	PUNCT
dpc-1797	168	4	.	.	PUNCT
dpc-1797	169	1	ackerman	ackerman	PROPN
dpc-1797	169	2	also	also	ADV
dpc-1797	169	3	popularized	popularize	VERB
dpc-1797	169	4	the	the	DET
dpc-1797	169	5	concept	concept	NOUN
dpc-1797	169	6	of	of	ADP
dpc-1797	169	7	melanoma	melanoma	NOUN
dpc-1797	169	8	in	in	ADP
dpc-1797	169	9	situ	situ	NOUN
dpc-1797	169	10	,	,	PUNCT
dpc-1797	169	11	clinically	clinically	ADV
dpc-1797	169	12	and	and	CCONJ
dpc-1797	169	13	pathologically	pathologically	ADV
dpc-1797	169	14	,	,	PUNCT
dpc-1797	169	15	and	and	CCONJ
dpc-1797	169	16	denied	deny	VERB
dpc-1797	169	17	the	the	DET
dpc-1797	169	18	concept	concept	NOUN
dpc-1797	169	19	of	of	ADP
dpc-1797	169	20	precursor	precursor	NOUN
dpc-1797	169	21	lesions	lesion	NOUN
dpc-1797	169	22	such	such	ADJ
dpc-1797	169	23	as	as	ADP
dpc-1797	169	24	“	"	PUNCT
dpc-1797	169	25	allen	allen	PROPN
dpc-1797	169	26	’s	’s	PART
dpc-1797	169	27	active	active	ADJ
dpc-1797	169	28	junctional	junctional	ADJ
dpc-1797	169	29	nevus	nevus	NOUN
dpc-1797	169	30	”	"	PUNCT
dpc-1797	169	31	,	,	PUNCT
dpc-1797	169	32	“	"	PUNCT
dpc-1797	169	33	hutchinson	hutchinson	PROPN
dpc-1797	169	34	’s	’s	PART
dpc-1797	169	35	melanotic	melanotic	PROPN
dpc-1797	169	36	freckle	freckle	NOUN
dpc-1797	169	37	”	"	PUNCT
dpc-1797	169	38	,	,	PUNCT
dpc-1797	169	39	“	"	PUNCT
dpc-1797	169	40	kossard	kossard	ADJ
dpc-1797	169	41	’s	’s	X
dpc-1797	169	42	lentiginous	lentiginous	ADJ
dpc-1797	169	43	dysplastic	dysplastic	ADJ
dpc-1797	169	44	nevus	nevus	NOUN
dpc-1797	169	45	of	of	ADP
dpc-1797	169	46	the	the	DET
dpc-1797	169	47	elderly	elderly	ADJ
dpc-1797	169	48	”	"	PUNCT
dpc-1797	169	49	,	,	PUNCT
dpc-1797	169	50	and	and	CCONJ
dpc-1797	169	51	“	"	PUNCT
dpc-1797	169	52	precancerous	precancerous	ADJ
dpc-1797	169	53	melanosis	melanosis	NOUN
dpc-1797	169	54	of	of	ADP
dpc-1797	169	55	dubreuilh	dubreuilh	PROPN
dpc-1797	169	56	”	"	PUNCT
dpc-1797	169	57	.	.	PUNCT
dpc-1797	170	1	according	accord	VERB
dpc-1797	170	2	to	to	ADP
dpc-1797	170	3	his	his	PRON
dpc-1797	170	4	opinion	opinion	NOUN
dpc-1797	170	5	,	,	PUNCT
dpc-1797	170	6	these	these	PRON
dpc-1797	170	7	were	be	AUX
dpc-1797	170	8	evasions	evasion	NOUN
dpc-1797	170	9	from	from	ADP
dpc-1797	170	10	the	the	DET
dpc-1797	170	11	correct	correct	ADJ
dpc-1797	170	12	diagnosis	diagnosis	NOUN
dpc-1797	170	13	of	of	ADP
dpc-1797	170	14	melanoma	melanoma	NOUN
dpc-1797	170	15	in	in	ADP
dpc-1797	170	16	situ	situ	NOUN
dpc-1797	170	17	.	.	PUNCT
dpc-1797	171	1	in	in	ADP
dpc-1797	171	2	1992	1992	NUM
dpc-1797	171	3	the	the	DET
dpc-1797	171	4	national	national	PROPN
dpc-1797	171	5	institutes	institutes	PROPN
dpc-1797	171	6	of	of	ADP
dpc-1797	171	7	health	health	PROPN
dpc-1797	171	8	(	(	PUNCT
dpc-1797	171	9	nih	nih	PROPN
dpc-1797	171	10	)	)	PUNCT
dpc-1797	171	11	held	hold	VERB
dpc-1797	171	12	a	a	DET
dpc-1797	171	13	consensus	consensus	NOUN
dpc-1797	171	14	conference	conference	NOUN
dpc-1797	171	15	to	to	PART
dpc-1797	171	16	discuss	discuss	VERB
dpc-1797	171	17	the	the	DET
dpc-1797	171	18	clinical	clinical	ADJ
dpc-1797	171	19	and	and	CCONJ
dpc-1797	171	20	histological	histological	ADJ
dpc-1797	171	21	characteristics	characteristic	NOUN
dpc-1797	171	22	of	of	ADP
dpc-1797	171	23	early	early	ADJ
dpc-1797	171	24	melanoma	melanoma	NOUN
dpc-1797	171	25	[	[	X
dpc-1797	171	26	83	83	NUM
dpc-1797	171	27	]	]	PUNCT
dpc-1797	171	28	.	.	PUNCT
dpc-1797	172	1	the	the	DET
dpc-1797	172	2	panel	panel	NOUN
dpc-1797	172	3	of	of	ADP
dpc-1797	172	4	the	the	DET
dpc-1797	172	5	consensus	consensus	NOUN
dpc-1797	172	6	conference	conference	NOUN
dpc-1797	172	7	agreed	agree	VERB
dpc-1797	172	8	that	that	SCONJ
dpc-1797	172	9	melanoma	melanoma	NOUN
dpc-1797	172	10	in	in	ADP
dpc-1797	172	11	situ	situ	NOUN
dpc-1797	172	12	is	be	AUX
dpc-1797	172	13	a	a	DET
dpc-1797	172	14	distinct	distinct	ADJ
dpc-1797	172	15	entity	entity	NOUN
dpc-1797	172	16	.	.	PUNCT
dpc-1797	173	1	with	with	ADP
dpc-1797	173	2	this	this	DET
dpc-1797	173	3	official	official	ADJ
dpc-1797	173	4	acceptance	acceptance	NOUN
dpc-1797	173	5	of	of	ADP
dpc-1797	173	6	“	"	PUNCT
dpc-1797	173	7	melanoma	melanoma	NOUN
dpc-1797	173	8	in	in	ADP
dpc-1797	173	9	situ	situ	NOUN
dpc-1797	173	10	”	"	PUNCT
dpc-1797	173	11	as	as	ADP
dpc-1797	173	12	authentic	authentic	ADJ
dpc-1797	173	13	melanoma	melanoma	NOUN
dpc-1797	173	14	,	,	PUNCT
dpc-1797	173	15	the	the	DET
dpc-1797	173	16	stage	stage	NOUN
dpc-1797	173	17	was	be	AUX
dpc-1797	173	18	finally	finally	ADV
dpc-1797	173	19	set	set	VERB
dpc-1797	173	20	for	for	ADP
dpc-1797	173	21	early	early	ADJ
dpc-1797	173	22	recognition	recognition	NOUN
dpc-1797	173	23	to	to	PART
dpc-1797	173	24	lift	lift	VERB
dpc-1797	173	25	off	off	ADP
dpc-1797	173	26	.	.	PUNCT
dpc-1797	174	1	the	the	DET
dpc-1797	174	2	increased	increase	VERB
dpc-1797	174	3	public	public	ADJ
dpc-1797	174	4	awareness	awareness	NOUN
dpc-1797	174	5	,	,	PUNCT
dpc-1797	174	6	the	the	DET
dpc-1797	174	7	availability	availability	NOUN
dpc-1797	174	8	of	of	ADP
dpc-1797	174	9	a	a	DET
dpc-1797	174	10	new	new	ADJ
dpc-1797	174	11	,	,	PUNCT
dpc-1797	174	12	accurate	accurate	ADJ
dpc-1797	174	13	,	,	PUNCT
dpc-1797	174	14	and	and	CCONJ
dpc-1797	174	15	affordable	affordable	ADJ
dpc-1797	174	16	in	in	ADP
dpc-1797	174	17	vivo	vivo	ADJ
dpc-1797	174	18	examination	examination	NOUN
dpc-1797	174	19	technique	technique	NOUN
dpc-1797	174	20	,	,	PUNCT
dpc-1797	174	21	and	and	CCONJ
dpc-1797	174	22	the	the	DET
dpc-1797	174	23	lower	low	ADJ
dpc-1797	174	24	hesitancy	hesitancy	NOUN
dpc-1797	174	25	of	of	ADP
dpc-1797	174	26	pathologists	pathologist	NOUN
dpc-1797	174	27	to	to	PART
dpc-1797	174	28	diagnose	diagnose	VERB
dpc-1797	174	29	melanoma	melanoma	NOUN
dpc-1797	174	30	in	in	ADP
dpc-1797	174	31	situ	situ	NOUN
dpc-1797	174	32	acted	act	VERB
dpc-1797	174	33	in	in	ADP
dpc-1797	174	34	accordance	accordance	NOUN
dpc-1797	174	35	:	:	PUNCT
dpc-1797	174	36	the	the	DET
dpc-1797	174	37	incidence	incidence	NOUN
dpc-1797	174	38	for	for	ADP
dpc-1797	174	39	melanoma	melanoma	NOUN
dpc-1797	174	40	skyrocketed	skyrocket	VERB
dpc-1797	174	41	and	and	CCONJ
dpc-1797	174	42	increased	increase	VERB
dpc-1797	174	43	more	more	ADV
dpc-1797	174	44	than	than	ADP
dpc-1797	174	45	for	for	ADP
dpc-1797	174	46	any	any	DET
dpc-1797	174	47	other	other	ADJ
dpc-1797	174	48	type	type	NOUN
dpc-1797	174	49	of	of	ADP
dpc-1797	174	50	cancer	cancer	NOUN
dpc-1797	174	51	.	.	PUNCT
dpc-1797	175	1	conventional	conventional	ADJ
dpc-1797	175	2	pathology	pathology	NOUN
dpc-1797	175	3	is	be	AUX
dpc-1797	175	4	still	still	ADV
dpc-1797	175	5	the	the	DET
dpc-1797	175	6	gold	gold	ADJ
dpc-1797	175	7	standard	standard	NOUN
dpc-1797	175	8	for	for	ADP
dpc-1797	175	9	melanoma	melanoma	NOUN
dpc-1797	175	10	diagnosis	diagnosis	NOUN
dpc-1797	175	11	but	but	CCONJ
dpc-1797	175	12	it	it	PRON
dpc-1797	175	13	is	be	AUX
dpc-1797	175	14	far	far	ADV
dpc-1797	175	15	from	from	ADP
dpc-1797	175	16	perfect	perfect	ADJ
dpc-1797	175	17	.	.	PUNCT
dpc-1797	176	1	there	there	PRON
dpc-1797	176	2	is	be	VERB
dpc-1797	176	3	a	a	DET
dpc-1797	176	4	large	large	ADJ
dpc-1797	176	5	discrepancy	discrepancy	NOUN
dpc-1797	176	6	of	of	ADP
dpc-1797	176	7	opinions	opinion	NOUN
dpc-1797	176	8	and	and	CCONJ
dpc-1797	176	9	concepts	concept	NOUN
dpc-1797	176	10	among	among	ADP
dpc-1797	176	11	pathologists	pathologist	NOUN
dpc-1797	176	12	who	who	PRON
dpc-1797	176	13	tend	tend	VERB
dpc-1797	176	14	to	to	PART
dpc-1797	176	15	disagree	disagree	VERB
dpc-1797	176	16	on	on	ADP
dpc-1797	176	17	classification	classification	NOUN
dpc-1797	176	18	,	,	PUNCT
dpc-1797	176	19	terminology	terminology	NOUN
dpc-1797	176	20	,	,	PUNCT
dpc-1797	176	21	the	the	DET
dpc-1797	176	22	significance	significance	NOUN
dpc-1797	176	23	of	of	ADP
dpc-1797	176	24	subtypes	subtype	NOUN
dpc-1797	176	25	,	,	PUNCT
dpc-1797	176	26	and	and	CCONJ
dpc-1797	176	27	on	on	ADP
dpc-1797	176	28	the	the	DET
dpc-1797	176	29	model	model	NOUN
dpc-1797	176	30	of	of	ADP
dpc-1797	176	31	tumor	tumor	NOUN
dpc-1797	176	32	progression	progression	NOUN
dpc-1797	176	33	,	,	PUNCT
dpc-1797	176	34	but	but	CCONJ
dpc-1797	176	35	most	most	ADV
dpc-1797	176	36	importantly	importantly	ADV
dpc-1797	176	37	,	,	PUNCT
dpc-1797	176	38	they	they	PRON
dpc-1797	176	39	tend	tend	VERB
dpc-1797	176	40	to	to	PART
dpc-1797	176	41	disagree	disagree	VERB
dpc-1797	176	42	on	on	ADP
dpc-1797	176	43	the	the	DET
dpc-1797	176	44	diagnosis	diagnosis	NOUN
dpc-1797	176	45	[	[	X
dpc-1797	176	46	84–87	84–87	NUM
dpc-1797	176	47	]	]	PUNCT
dpc-1797	176	48	.	.	PUNCT
dpc-1797	177	1	for	for	ADP
dpc-1797	177	2	certain	certain	ADJ
dpc-1797	177	3	types	type	NOUN
dpc-1797	177	4	of	of	ADP
dpc-1797	177	5	lesions	lesion	NOUN
dpc-1797	177	6	there	there	PRON
dpc-1797	177	7	is	be	VERB
dpc-1797	177	8	large	large	ADJ
dpc-1797	177	9	interand	interand	NOUN
dpc-1797	177	10	intra	intra	ADJ
dpc-1797	177	11	-	-	ADJ
dpc-1797	177	12	observer	observer	ADJ
dpc-1797	177	13	variability	variability	NOUN
dpc-1797	177	14	among	among	ADP
dpc-1797	177	15	community	community	NOUN
dpc-1797	177	16	-	-	PUNCT
dpc-1797	177	17	based	base	VERB
dpc-1797	177	18	pathologist	pathologist	NOUN
dpc-1797	177	19	whether	whether	SCONJ
dpc-1797	177	20	a	a	DET
dpc-1797	177	21	given	give	VERB
dpc-1797	177	22	lesion	lesion	NOUN
dpc-1797	177	23	is	be	AUX
dpc-1797	177	24	benign	benign	ADJ
dpc-1797	177	25	or	or	CCONJ
dpc-1797	177	26	malignant	malignant	ADJ
dpc-1797	177	27	.	.	PUNCT
dpc-1797	178	1	the	the	DET
dpc-1797	178	2	most	most	ADV
dpc-1797	178	3	common	common	ADJ
dpc-1797	178	4	issues	issue	NOUN
dpc-1797	178	5	of	of	ADP
dpc-1797	178	6	this	this	DET
dpc-1797	178	7	sort	sort	NOUN
dpc-1797	178	8	concern	concern	NOUN
dpc-1797	178	9	the	the	DET
dpc-1797	178	10	diagnosis	diagnosis	NOUN
dpc-1797	178	11	of	of	ADP
dpc-1797	178	12	small	small	ADJ
dpc-1797	178	13	or	or	CCONJ
dpc-1797	178	14	flat	flat	ADJ
dpc-1797	178	15	lesions	lesion	NOUN
dpc-1797	178	16	and	and	CCONJ
dpc-1797	178	17	lesions	lesion	NOUN
dpc-1797	178	18	with	with	ADP
dpc-1797	178	19	a	a	DET
dpc-1797	178	20	spitzoid	spitzoid	ADJ
dpc-1797	178	21	morphology	morphology	NOUN
dpc-1797	178	22	.	.	PUNCT
dpc-1797	179	1	for	for	ADP
dpc-1797	179	2	these	these	DET
dpc-1797	179	3	lesion	lesion	NOUN
dpc-1797	179	4	categories	category	NOUN
dpc-1797	179	5	,	,	PUNCT
dpc-1797	179	6	the	the	DET
dpc-1797	179	7	community	community	NOUN
dpc-1797	179	8	suggested	suggest	VERB
dpc-1797	179	9	terms	term	NOUN
dpc-1797	179	10	with	with	ADP
dpc-1797	179	11	uncertain	uncertain	ADJ
dpc-1797	179	12	prognosis	prognosis	NOUN
dpc-1797	179	13	such	such	ADJ
dpc-1797	179	14	as	as	ADP
dpc-1797	179	15	atypical	atypical	ADJ
dpc-1797	179	16	spitz	spitz	PROPN
dpc-1797	179	17	tumor	tumor	NOUN
dpc-1797	179	18	(	(	PUNCT
dpc-1797	179	19	ast	ast	PROPN
dpc-1797	179	20	)	)	PUNCT
dpc-1797	180	1	[	[	X
dpc-1797	180	2	88	88	NUM
dpc-1797	180	3	]	]	PUNCT
dpc-1797	180	4	and	and	CCONJ
dpc-1797	180	5	superficial	superficial	ADJ
dpc-1797	180	6	atypical	atypical	ADJ
dpc-1797	180	7	melanocytic	melanocytic	ADJ
dpc-1797	180	8	proliferation	proliferation	NOUN
dpc-1797	180	9	of	of	ADP
dpc-1797	180	10	uncertain	uncertain	ADJ
dpc-1797	180	11	malignant	malignant	ADJ
dpc-1797	180	12	significance	significance	NOUN
dpc-1797	180	13	(	(	PUNCT
dpc-1797	180	14	sampus	sampus	PROPN
dpc-1797	180	15	)	)	PUNCT
dpc-1797	181	1	[	[	X
dpc-1797	181	2	89	89	NUM
dpc-1797	181	3	]	]	PUNCT
dpc-1797	181	4	.	.	PUNCT
dpc-1797	182	1	there	there	PRON
dpc-1797	182	2	is	be	VERB
dpc-1797	182	3	certainly	certainly	ADV
dpc-1797	182	4	a	a	DET
dpc-1797	182	5	need	need	NOUN
dpc-1797	182	6	for	for	ADP
dpc-1797	182	7	such	such	ADJ
dpc-1797	182	8	categories	category	NOUN
dpc-1797	182	9	in	in	ADP
dpc-1797	182	10	practice	practice	NOUN
dpc-1797	182	11	but	but	CCONJ
dpc-1797	182	12	there	there	PRON
dpc-1797	182	13	are	be	VERB
dpc-1797	182	14	different	different	ADJ
dpc-1797	182	15	table	table	NOUN
dpc-1797	182	16	1	1	NUM
dpc-1797	182	17	.	.	PUNCT
dpc-1797	183	1	significant	significant	ADJ
dpc-1797	183	2	histopathologic	histopathologic	ADJ
dpc-1797	183	3	features	feature	NOUN
dpc-1797	183	4	of	of	ADP
dpc-1797	183	5	superficial	superficial	ADJ
dpc-1797	183	6	spreading	spread	VERB
dpc-1797	183	7	melanoma	melanoma	NOUN
dpc-1797	183	8	according	accord	VERB
dpc-1797	183	9	to	to	ADP
dpc-1797	183	10	price	price	NOUN
dpc-1797	183	11	,	,	PUNCT
dpc-1797	183	12	rywlin	rywlin	PROPN
dpc-1797	183	13	,	,	PUNCT
dpc-1797	183	14	and	and	CCONJ
dpc-1797	183	15	ackermann	ackermann	PROPN
dpc-1797	183	16	1976	1976	NUM
dpc-1797	183	17	poor	poor	ADJ
dpc-1797	183	18	circumscription	circumscription	NOUN
dpc-1797	183	19	of	of	ADP
dpc-1797	183	20	the	the	DET
dpc-1797	183	21	intraepidermal	intraepidermal	ADJ
dpc-1797	183	22	melanocytic	melanocytic	ADJ
dpc-1797	183	23	component	component	NOUN
dpc-1797	183	24	of	of	ADP
dpc-1797	183	25	the	the	DET
dpc-1797	183	26	lesion	lesion	NOUN
dpc-1797	183	27	with	with	ADP
dpc-1797	183	28	lateral	lateral	ADJ
dpc-1797	183	29	extension	extension	NOUN
dpc-1797	183	30	of	of	ADP
dpc-1797	183	31	individual	individual	ADJ
dpc-1797	183	32	melanocytes	melanocyte	NOUN
dpc-1797	183	33	increased	increase	VERB
dpc-1797	183	34	number	number	NOUN
dpc-1797	183	35	of	of	ADP
dpc-1797	183	36	melanocytes	melanocyte	NOUN
dpc-1797	183	37	,	,	PUNCT
dpc-1797	183	38	solitary	solitary	ADJ
dpc-1797	183	39	and	and	CCONJ
dpc-1797	183	40	in	in	ADP
dpc-1797	183	41	nests	nest	NOUN
dpc-1797	183	42	,	,	PUNCT
dpc-1797	183	43	within	within	ADP
dpc-1797	183	44	and	and	CCONJ
dpc-1797	183	45	above	above	ADP
dpc-1797	183	46	the	the	DET
dpc-1797	183	47	epidermal	epidermal	ADJ
dpc-1797	183	48	basal	basal	NOUN
dpc-1797	183	49	-	-	PUNCT
dpc-1797	183	50	cell	cell	NOUN
dpc-1797	183	51	layer	layer	NOUN
dpc-1797	183	52	and	and	CCONJ
dpc-1797	183	53	within	within	ADP
dpc-1797	183	54	adnexal	adnexal	PROPN
dpc-1797	183	55	epithelium	epithelium	NOUN
dpc-1797	183	56	(	(	PUNCT
dpc-1797	183	57	pagetoid	pagetoid	NOUN
dpc-1797	183	58	appearance	appearance	NOUN
dpc-1797	183	59	)	)	PUNCT
dpc-1797	183	60	marked	mark	VERB
dpc-1797	183	61	variation	variation	NOUN
dpc-1797	183	62	in	in	ADP
dpc-1797	183	63	size	size	NOUN
dpc-1797	183	64	and	and	CCONJ
dpc-1797	183	65	shape	shape	NOUN
dpc-1797	183	66	of	of	ADP
dpc-1797	183	67	the	the	DET
dpc-1797	183	68	melanocytic	melanocytic	ADJ
dpc-1797	183	69	nests	nest	NOUN
dpc-1797	183	70	confluence	confluence	NOUN
dpc-1797	183	71	of	of	ADP
dpc-1797	183	72	melanocytic	melanocytic	ADJ
dpc-1797	183	73	nests	nest	NOUN
dpc-1797	183	74	rather	rather	ADV
dpc-1797	183	75	than	than	ADP
dpc-1797	183	76	discrete	discrete	ADJ
dpc-1797	183	77	nests	nest	NOUN
dpc-1797	183	78	.	.	PUNCT
dpc-1797	184	1	absence	absence	NOUN
dpc-1797	184	2	of	of	ADP
dpc-1797	184	3	maturation	maturation	NOUN
dpc-1797	184	4	of	of	ADP
dpc-1797	184	5	melanocytes	melanocyte	NOUN
dpc-1797	184	6	with	with	ADP
dpc-1797	184	7	descent	descent	NOUN
dpc-1797	184	8	into	into	ADP
dpc-1797	184	9	the	the	DET
dpc-1797	184	10	dermis	dermis	NOUN
dpc-1797	184	11	.	.	PUNCT
dpc-1797	185	1	melanocytes	melanocyte	NOUN
dpc-1797	185	2	with	with	ADP
dpc-1797	185	3	nuclear	nuclear	ADJ
dpc-1797	185	4	atypia	atypia	PROPN
dpc-1797	185	5	melanocytes	melanocyte	NOUN
dpc-1797	185	6	in	in	ADP
dpc-1797	185	7	mitosis	mitosis	NOUN
dpc-1797	185	8	necrosis	necrosis	NOUN
dpc-1797	185	9	or	or	CCONJ
dpc-1797	185	10	degeneration	degeneration	NOUN
dpc-1797	185	11	of	of	ADP
dpc-1797	185	12	melanocytes	melanocyte	NOUN
dpc-1797	185	13	6	6	NUM
dpc-1797	185	14	review	review	NOUN
dpc-1797	185	15	|	|	ADV
dpc-1797	185	16	dermatol	dermatol	ADJ
dpc-1797	185	17	pract	pract	NOUN
dpc-1797	185	18	concept	concept	NOUN
dpc-1797	185	19	.	.	PUNCT
dpc-1797	186	1	2021	2021	NUM
dpc-1797	186	2	;	;	PUNCT
dpc-1797	186	3	11(s1	11(s1	NUM
dpc-1797	186	4	):	):	PUNCT
dpc-1797	186	5	e2021163s	e2021163s	DET
dpc-1797	186	6	views	view	NOUN
dpc-1797	186	7	about	about	ADP
dpc-1797	186	8	the	the	DET
dpc-1797	186	9	best	good	ADJ
dpc-1797	186	10	way	way	NOUN
dpc-1797	186	11	to	to	PART
dpc-1797	186	12	express	express	VERB
dpc-1797	186	13	this	this	DET
dpc-1797	186	14	ambiguity	ambiguity	NOUN
dpc-1797	186	15	.	.	PUNCT
dpc-1797	187	1	one	one	NUM
dpc-1797	187	2	school	school	NOUN
dpc-1797	187	3	of	of	ADP
dpc-1797	187	4	thought	thought	NOUN
dpc-1797	187	5	will	will	AUX
dpc-1797	187	6	blame	blame	VERB
dpc-1797	187	7	the	the	DET
dpc-1797	187	8	lesion	lesion	NOUN
dpc-1797	187	9	(	(	PUNCT
dpc-1797	187	10	“	"	PUNCT
dpc-1797	187	11	the	the	DET
dpc-1797	187	12	lesion	lesion	NOUN
dpc-1797	187	13	does	do	AUX
dpc-1797	187	14	not	not	PART
dpc-1797	187	15	know	know	VERB
dpc-1797	187	16	what	what	PRON
dpc-1797	187	17	it	it	PRON
dpc-1797	187	18	is	be	AUX
dpc-1797	187	19	”	"	PUNCT
dpc-1797	187	20	)	)	PUNCT
dpc-1797	187	21	,	,	PUNCT
dpc-1797	187	22	the	the	DET
dpc-1797	187	23	other	other	ADJ
dpc-1797	187	24	the	the	DET
dpc-1797	187	25	ignorance	ignorance	NOUN
dpc-1797	187	26	of	of	ADP
dpc-1797	187	27	the	the	DET
dpc-1797	187	28	reporting	reporting	NOUN
dpc-1797	187	29	pathologist	pathologist	NOUN
dpc-1797	187	30	(	(	PUNCT
dpc-1797	187	31	“	"	PUNCT
dpc-1797	187	32	the	the	DET
dpc-1797	187	33	pathologist	pathologist	NOUN
dpc-1797	187	34	does	do	AUX
dpc-1797	187	35	not	not	PART
dpc-1797	187	36	know	know	VERB
dpc-1797	187	37	what	what	PRON
dpc-1797	187	38	it	it	PRON
dpc-1797	187	39	is	be	AUX
dpc-1797	187	40	”	"	PUNCT
dpc-1797	187	41	)	)	PUNCT
dpc-1797	187	42	.	.	PUNCT
dpc-1797	188	1	in	in	ADP
dpc-1797	188	2	the	the	DET
dpc-1797	188	3	early	early	ADJ
dpc-1797	188	4	2000s	2000	NOUN
dpc-1797	188	5	the	the	DET
dpc-1797	188	6	molecular	molecular	ADJ
dpc-1797	188	7	revolution	revolution	NOUN
dpc-1797	188	8	in	in	ADP
dpc-1797	188	9	medicine	medicine	NOUN
dpc-1797	188	10	gained	gain	VERB
dpc-1797	188	11	momentum	momentum	NOUN
dpc-1797	188	12	and	and	CCONJ
dpc-1797	188	13	new	new	ADJ
dpc-1797	188	14	observations	observation	NOUN
dpc-1797	188	15	challenged	challenge	VERB
dpc-1797	188	16	our	our	PRON
dpc-1797	188	17	concepts	concept	NOUN
dpc-1797	188	18	of	of	ADP
dpc-1797	188	19	melanoma	melanoma	NOUN
dpc-1797	188	20	biology	biology	NOUN
dpc-1797	188	21	.	.	PUNCT
dpc-1797	189	1	the	the	DET
dpc-1797	189	2	first	first	ADJ
dpc-1797	189	3	turning	turning	NOUN
dpc-1797	189	4	point	point	NOUN
dpc-1797	189	5	was	be	AUX
dpc-1797	189	6	the	the	DET
dpc-1797	189	7	discovery	discovery	NOUN
dpc-1797	189	8	of	of	ADP
dpc-1797	189	9	the	the	DET
dpc-1797	189	10	significance	significance	NOUN
dpc-1797	189	11	of	of	ADP
dpc-1797	189	12	braf	braf	NOUN
dpc-1797	189	13	mutations	mutation	NOUN
dpc-1797	189	14	in	in	ADP
dpc-1797	189	15	melanoma	melanoma	NOUN
dpc-1797	189	16	and	and	CCONJ
dpc-1797	189	17	in	in	ADP
dpc-1797	189	18	nevi	nevi	NOUN
dpc-1797	189	19	[	[	X
dpc-1797	189	20	90	90	NUM
dpc-1797	189	21	]	]	PUNCT
dpc-1797	189	22	.	.	PUNCT
dpc-1797	190	1	this	this	PRON
dpc-1797	190	2	was	be	AUX
dpc-1797	190	3	soon	soon	ADV
dpc-1797	190	4	followed	follow	VERB
dpc-1797	190	5	by	by	ADP
dpc-1797	190	6	the	the	DET
dpc-1797	190	7	detection	detection	NOUN
dpc-1797	190	8	of	of	ADP
dpc-1797	190	9	other	other	ADJ
dpc-1797	190	10	tumorigenic	tumorigenic	ADJ
dpc-1797	190	11	mutations	mutation	NOUN
dpc-1797	190	12	in	in	ADP
dpc-1797	190	13	other	other	ADJ
dpc-1797	190	14	oncogenes	oncogene	NOUN
dpc-1797	190	15	[	[	X
dpc-1797	190	16	91	91	NUM
dpc-1797	190	17	]	]	PUNCT
dpc-1797	190	18	and	and	CCONJ
dpc-1797	190	19	climaxed	climax	VERB
dpc-1797	190	20	in	in	ADP
dpc-1797	190	21	the	the	DET
dpc-1797	190	22	description	description	NOUN
dpc-1797	190	23	of	of	ADP
dpc-1797	190	24	the	the	DET
dpc-1797	190	25	genomic	genomic	ADJ
dpc-1797	190	26	landscape	landscape	NOUN
dpc-1797	190	27	of	of	ADP
dpc-1797	190	28	melanoma	melanoma	NOUN
dpc-1797	190	29	[	[	X
dpc-1797	190	30	92	92	NUM
dpc-1797	190	31	]	]	PUNCT
dpc-1797	190	32	.	.	PUNCT
dpc-1797	191	1	while	while	SCONJ
dpc-1797	191	2	some	some	PRON
dpc-1797	191	3	of	of	ADP
dpc-1797	191	4	these	these	DET
dpc-1797	191	5	discoveries	discovery	NOUN
dpc-1797	191	6	translated	translate	VERB
dpc-1797	191	7	into	into	ADP
dpc-1797	191	8	the	the	DET
dpc-1797	191	9	identification	identification	NOUN
dpc-1797	191	10	of	of	ADP
dpc-1797	191	11	“	"	PUNCT
dpc-1797	191	12	druggable	druggable	ADJ
dpc-1797	191	13	”	"	PUNCT
dpc-1797	191	14	biologic	biologic	NOUN
dpc-1797	191	15	targets	target	NOUN
dpc-1797	191	16	[	[	X
dpc-1797	191	17	93	93	NUM
dpc-1797	191	18	]	]	PUNCT
dpc-1797	191	19	,	,	PUNCT
dpc-1797	191	20	the	the	DET
dpc-1797	191	21	new	new	ADJ
dpc-1797	191	22	insights	insight	NOUN
dpc-1797	191	23	into	into	ADP
dpc-1797	191	24	the	the	DET
dpc-1797	191	25	genetic	genetic	ADJ
dpc-1797	191	26	landscape	landscape	NOUN
dpc-1797	191	27	of	of	ADP
dpc-1797	191	28	melanoma	melanoma	NOUN
dpc-1797	191	29	did	do	AUX
dpc-1797	191	30	not	not	PART
dpc-1797	191	31	translate	translate	VERB
dpc-1797	191	32	into	into	ADP
dpc-1797	191	33	reliable	reliable	ADJ
dpc-1797	191	34	diagnostic	diagnostic	ADJ
dpc-1797	191	35	methods	method	NOUN
dpc-1797	191	36	for	for	ADP
dpc-1797	191	37	borderline	borderline	NOUN
dpc-1797	191	38	lesions	lesion	NOUN
dpc-1797	191	39	.	.	PUNCT
dpc-1797	192	1	although	although	SCONJ
dpc-1797	192	2	molecular	molecular	ADJ
dpc-1797	192	3	techniques	technique	NOUN
dpc-1797	192	4	such	such	ADJ
dpc-1797	192	5	as	as	ADP
dpc-1797	192	6	fluorescence	fluorescence	NOUN
dpc-1797	192	7	in	in	ADP
dpc-1797	192	8	situ	situ	ADJ
dpc-1797	192	9	hybridization	hybridization	NOUN
dpc-1797	192	10	(	(	PUNCT
dpc-1797	192	11	fish	fish	NOUN
dpc-1797	192	12	)	)	PUNCT
dpc-1797	193	1	[	[	X
dpc-1797	193	2	94	94	NUM
dpc-1797	193	3	]	]	PUNCT
dpc-1797	193	4	or	or	CCONJ
dpc-1797	193	5	comparative	comparative	ADJ
dpc-1797	193	6	genomic	genomic	NOUN
dpc-1797	193	7	hybridization	hybridization	NOUN
dpc-1797	193	8	(	(	PUNCT
dpc-1797	193	9	cgh	cgh	PROPN
dpc-1797	193	10	)	)	PUNCT
dpc-1797	194	1	[	[	X
dpc-1797	194	2	95	95	NUM
dpc-1797	194	3	]	]	PUNCT
dpc-1797	194	4	have	have	AUX
dpc-1797	194	5	been	be	AUX
dpc-1797	194	6	used	use	VERB
dpc-1797	194	7	to	to	PART
dpc-1797	194	8	better	well	ADV
dpc-1797	194	9	classify	classify	VERB
dpc-1797	194	10	borderline	borderline	NOUN
dpc-1797	194	11	lesions	lesion	NOUN
dpc-1797	194	12	such	such	ADJ
dpc-1797	194	13	as	as	ADP
dpc-1797	194	14	spitz	spitz	PROPN
dpc-1797	194	15	tumors	tumor	NOUN
dpc-1797	194	16	,	,	PUNCT
dpc-1797	194	17	they	they	PRON
dpc-1797	194	18	remain	remain	VERB
dpc-1797	194	19	auxiliary	auxiliary	ADJ
dpc-1797	194	20	techniques	technique	NOUN
dpc-1797	194	21	,	,	PUNCT
dpc-1797	194	22	requiring	require	VERB
dpc-1797	194	23	an	an	DET
dpc-1797	194	24	integration	integration	NOUN
dpc-1797	194	25	with	with	ADP
dpc-1797	194	26	clinical	clinical	ADJ
dpc-1797	194	27	and	and	CCONJ
dpc-1797	194	28	dermoscopic	dermoscopic	ADJ
dpc-1797	194	29	observations	observation	NOUN
dpc-1797	194	30	as	as	ADV
dpc-1797	194	31	well	well	ADV
dpc-1797	194	32	as	as	ADP
dpc-1797	194	33	with	with	ADP
dpc-1797	194	34	conventional	conventional	ADJ
dpc-1797	194	35	pathology[96	pathology[96	NOUN
dpc-1797	194	36	]	]	PUNCT
dpc-1797	194	37	.	.	PUNCT
dpc-1797	195	1	the	the	DET
dpc-1797	195	2	recent	recent	ADJ
dpc-1797	195	3	hype	hype	NOUN
dpc-1797	195	4	associated	associate	VERB
dpc-1797	195	5	with	with	ADP
dpc-1797	195	6	ai	ai	ADP
dpc-1797	195	7	and	and	CCONJ
dpc-1797	195	8	deep	deep	ADJ
dpc-1797	195	9	learning	learning	NOUN
dpc-1797	195	10	in	in	ADP
dpc-1797	195	11	image	image	NOUN
dpc-1797	195	12	based	base	VERB
dpc-1797	195	13	diagnostic	diagnostic	ADJ
dpc-1797	195	14	medicine	medicine	NOUN
dpc-1797	195	15	did	do	AUX
dpc-1797	195	16	not	not	PART
dpc-1797	195	17	leave	leave	VERB
dpc-1797	195	18	dermatopathology	dermatopathology	NOUN
dpc-1797	195	19	untouched	untouched	ADJ
dpc-1797	195	20	[	[	X
dpc-1797	195	21	97	97	NUM
dpc-1797	195	22	]	]	PUNCT
dpc-1797	195	23	.	.	PUNCT
dpc-1797	196	1	using	use	VERB
dpc-1797	196	2	random	random	ADJ
dpc-1797	196	3	crops	crop	NOUN
dpc-1797	196	4	of	of	ADP
dpc-1797	196	5	digitized	digitize	VERB
dpc-1797	196	6	whole	whole	ADJ
dpc-1797	196	7	slide	slide	NOUN
dpc-1797	196	8	scans	scan	NOUN
dpc-1797	196	9	,	,	PUNCT
dpc-1797	196	10	hekler	hekler	NOUN
dpc-1797	196	11	et	et	PROPN
dpc-1797	196	12	al	al	PROPN
dpc-1797	196	13	showed	show	VERB
dpc-1797	196	14	that	that	SCONJ
dpc-1797	196	15	an	an	DET
dpc-1797	196	16	algorithm	algorithm	NOUN
dpc-1797	196	17	trained	train	VERB
dpc-1797	196	18	by	by	ADP
dpc-1797	196	19	deep	deep	ADJ
dpc-1797	196	20	learning	learning	NOUN
dpc-1797	196	21	was	be	AUX
dpc-1797	196	22	capable	capable	ADJ
dpc-1797	196	23	off	off	ADP
dpc-1797	196	24	differentiating	differentiate	VERB
dpc-1797	196	25	melanoma	melanoma	NOUN
dpc-1797	196	26	from	from	ADP
dpc-1797	196	27	nevi	nevi	ADJ
dpc-1797	196	28	as	as	ADV
dpc-1797	196	29	accurate	accurate	ADJ
dpc-1797	196	30	as	as	ADP
dpc-1797	196	31	pathologists	pathologist	NOUN
dpc-1797	196	32	[	[	X
dpc-1797	196	33	98	98	NUM
dpc-1797	196	34	]	]	PUNCT
dpc-1797	196	35	.	.	PUNCT
dpc-1797	197	1	it	it	PRON
dpc-1797	197	2	is	be	AUX
dpc-1797	197	3	,	,	PUNCT
dpc-1797	197	4	however	however	ADV
dpc-1797	197	5	,	,	PUNCT
dpc-1797	197	6	currently	currently	ADV
dpc-1797	197	7	unknown	unknown	ADJ
dpc-1797	197	8	how	how	SCONJ
dpc-1797	197	9	such	such	ADJ
dpc-1797	197	10	algorithms	algorithm	NOUN
dpc-1797	197	11	will	will	AUX
dpc-1797	197	12	perform	perform	VERB
dpc-1797	197	13	in	in	ADP
dpc-1797	197	14	the	the	DET
dpc-1797	197	15	everyday	everyday	ADJ
dpc-1797	197	16	practice	practice	NOUN
dpc-1797	197	17	.	.	PUNCT
dpc-1797	198	1	summary	summary	NOUN
dpc-1797	198	2	and	and	CCONJ
dpc-1797	198	3	interpretation	interpretation	NOUN
dpc-1797	198	4	there	there	PRON
dpc-1797	198	5	can	can	AUX
dpc-1797	198	6	be	be	AUX
dpc-1797	198	7	no	no	DET
dpc-1797	198	8	doubt	doubt	NOUN
dpc-1797	198	9	that	that	SCONJ
dpc-1797	198	10	the	the	DET
dpc-1797	198	11	clinical	clinical	ADJ
dpc-1797	198	12	,	,	PUNCT
dpc-1797	198	13	dermatoscopic	dermatoscopic	NOUN
dpc-1797	198	14	,	,	PUNCT
dpc-1797	198	15	and	and	CCONJ
dpc-1797	198	16	histopathologic	histopathologic	ADJ
dpc-1797	198	17	criteria	criterion	NOUN
dpc-1797	198	18	for	for	ADP
dpc-1797	198	19	the	the	DET
dpc-1797	198	20	diagnosis	diagnosis	NOUN
dpc-1797	198	21	of	of	ADP
dpc-1797	198	22	melanoma	melanoma	NOUN
dpc-1797	198	23	changed	change	VERB
dpc-1797	198	24	significantly	significantly	ADV
dpc-1797	198	25	over	over	ADP
dpc-1797	198	26	time	time	NOUN
dpc-1797	198	27	.	.	PUNCT
dpc-1797	199	1	new	new	ADJ
dpc-1797	199	2	inventions	invention	NOUN
dpc-1797	199	3	such	such	ADJ
dpc-1797	199	4	as	as	ADP
dpc-1797	199	5	dermoscopy	dermoscopy	NOUN
dpc-1797	199	6	,	,	PUNCT
dpc-1797	199	7	tbp	tbp	NOUN
dpc-1797	199	8	,	,	PUNCT
dpc-1797	199	9	and	and	CCONJ
dpc-1797	199	10	new	new	ADJ
dpc-1797	199	11	developments	development	NOUN
dpc-1797	199	12	in	in	ADP
dpc-1797	199	13	the	the	DET
dpc-1797	199	14	field	field	NOUN
dpc-1797	199	15	of	of	ADP
dpc-1797	199	16	ai	ai	ADV
dpc-1797	199	17	and	and	CCONJ
dpc-1797	199	18	molecular	molecular	ADJ
dpc-1797	199	19	medicine	medicine	NOUN
dpc-1797	199	20	continuously	continuously	ADV
dpc-1797	199	21	modify	modify	VERB
dpc-1797	199	22	the	the	DET
dpc-1797	199	23	way	way	NOUN
dpc-1797	199	24	we	we	PRON
dpc-1797	199	25	diagnose	diagnose	VERB
dpc-1797	199	26	melanocytic	melanocytic	ADJ
dpc-1797	199	27	proliferations	proliferation	NOUN
dpc-1797	199	28	.	.	PUNCT
dpc-1797	200	1	these	these	DET
dpc-1797	200	2	developments	development	NOUN
dpc-1797	200	3	in	in	ADP
dpc-1797	200	4	conjunction	conjunction	NOUN
dpc-1797	200	5	with	with	ADP
dpc-1797	200	6	increased	increase	VERB
dpc-1797	200	7	public	public	ADJ
dpc-1797	200	8	awareness	awareness	NOUN
dpc-1797	200	9	shifted	shift	VERB
dpc-1797	200	10	the	the	DET
dpc-1797	200	11	landscape	landscape	NOUN
dpc-1797	200	12	of	of	ADP
dpc-1797	200	13	melanoma	melanoma	ADJ
dpc-1797	200	14	diagnosis	diagnosis	NOUN
dpc-1797	200	15	towards	towards	ADP
dpc-1797	200	16	an	an	DET
dpc-1797	200	17	increased	increase	VERB
dpc-1797	200	18	detection	detection	NOUN
dpc-1797	200	19	of	of	ADP
dpc-1797	200	20	borderline	borderline	NOUN
dpc-1797	200	21	lesions	lesion	NOUN
dpc-1797	200	22	,	,	PUNCT
dpc-1797	200	23	especially	especially	ADV
dpc-1797	200	24	with	with	ADP
dpc-1797	200	25	early	early	ADJ
dpc-1797	200	26	melanomas	melanomas	NOUN
dpc-1797	200	27	.	.	PUNCT
dpc-1797	201	1	in	in	ADP
dpc-1797	201	2	a	a	DET
dpc-1797	201	3	few	few	ADJ
dpc-1797	201	4	decades	decade	NOUN
dpc-1797	201	5	we	we	PRON
dpc-1797	201	6	passed	pass	VERB
dpc-1797	201	7	from	from	ADP
dpc-1797	201	8	an	an	DET
dpc-1797	201	9	era	era	NOUN
dpc-1797	201	10	of	of	ADP
dpc-1797	201	11	significant	significant	ADJ
dpc-1797	201	12	underdiagnosis	underdiagnosis	NOUN
dpc-1797	201	13	to	to	PART
dpc-1797	201	14	overdiagnosis	overdiagnosis	VERB
dpc-1797	201	15	.	.	PUNCT
dpc-1797	202	1	by	by	ADP
dpc-1797	202	2	overdiagnosis	overdiagnosis	NOUN
dpc-1797	202	3	we	we	PRON
dpc-1797	202	4	refer	refer	VERB
dpc-1797	202	5	to	to	ADP
dpc-1797	202	6	the	the	DET
dpc-1797	202	7	inflation	inflation	NOUN
dpc-1797	202	8	of	of	ADP
dpc-1797	202	9	the	the	DET
dpc-1797	202	10	diagnosis	diagnosis	NOUN
dpc-1797	202	11	of	of	ADP
dpc-1797	202	12	in	in	ADP
dpc-1797	202	13	situ	situ	NOUN
dpc-1797	202	14	or	or	CCONJ
dpc-1797	202	15	microinvasive	microinvasive	ADJ
dpc-1797	202	16	melanomas	melanomas	NOUN
dpc-1797	202	17	with	with	ADP
dpc-1797	202	18	unknown	unknown	ADJ
dpc-1797	202	19	prognostic	prognostic	ADJ
dpc-1797	202	20	significance	significance	NOUN
dpc-1797	202	21	.	.	PUNCT
dpc-1797	203	1	the	the	DET
dpc-1797	203	2	undesired	undesired	ADJ
dpc-1797	203	3	consequences	consequence	NOUN
dpc-1797	203	4	of	of	ADP
dpc-1797	203	5	overdiagnosis	overdiagnosis	NOUN
dpc-1797	203	6	should	should	AUX
dpc-1797	203	7	not	not	PART
dpc-1797	203	8	be	be	AUX
dpc-1797	203	9	taken	take	VERB
dpc-1797	203	10	lightly	lightly	ADV
dpc-1797	203	11	.	.	PUNCT
dpc-1797	204	1	apart	apart	ADV
dpc-1797	204	2	from	from	ADP
dpc-1797	204	3	putting	put	VERB
dpc-1797	204	4	a	a	DET
dpc-1797	204	5	significant	significant	ADJ
dpc-1797	204	6	financial	financial	ADJ
dpc-1797	204	7	burden	burden	NOUN
dpc-1797	204	8	on	on	ADP
dpc-1797	204	9	health	health	NOUN
dpc-1797	204	10	care	care	NOUN
dpc-1797	204	11	systems	system	NOUN
dpc-1797	204	12	,	,	PUNCT
dpc-1797	204	13	overdiagnosis	overdiagnosis	NOUN
dpc-1797	204	14	is	be	AUX
dpc-1797	204	15	associated	associate	VERB
dpc-1797	204	16	with	with	ADP
dpc-1797	204	17	increased	increase	VERB
dpc-1797	204	18	anxiety	anxiety	NOUN
dpc-1797	204	19	and	and	CCONJ
dpc-1797	204	20	morbidity	morbidity	NOUN
dpc-1797	204	21	of	of	ADP
dpc-1797	204	22	affected	affected	ADJ
dpc-1797	204	23	individuals	individual	NOUN
dpc-1797	204	24	.	.	PUNCT
dpc-1797	205	1	however	however	ADV
dpc-1797	205	2	,	,	PUNCT
dpc-1797	205	3	the	the	DET
dpc-1797	205	4	recent	recent	ADJ
dpc-1797	205	5	suggestion	suggestion	NOUN
dpc-1797	205	6	of	of	ADP
dpc-1797	205	7	welch	welch	PROPN
dpc-1797	205	8	and	and	CCONJ
dpc-1797	205	9	coworkers	coworker	NOUN
dpc-1797	205	10	,	,	PUNCT
dpc-1797	205	11	that	that	SCONJ
dpc-1797	205	12	we	we	PRON
dpc-1797	205	13	should	should	AUX
dpc-1797	205	14	stop	stop	VERB
dpc-1797	205	15	performing	perform	VERB
dpc-1797	205	16	biopsies	biopsy	NOUN
dpc-1797	205	17	for	for	ADP
dpc-1797	205	18	lesions	lesion	NOUN
dpc-1797	205	19	smaller	small	ADJ
dpc-1797	205	20	than	than	ADP
dpc-1797	205	21	6	6	NUM
dpc-1797	205	22	mm	mm	NOUN
dpc-1797	205	23	,	,	PUNCT
dpc-1797	205	24	indicates	indicate	VERB
dpc-1797	205	25	lack	lack	NOUN
dpc-1797	205	26	of	of	ADP
dpc-1797	205	27	knowledge	knowledge	NOUN
dpc-1797	205	28	of	of	ADP
dpc-1797	205	29	current	current	ADJ
dpc-1797	205	30	diagnostic	diagnostic	ADJ
dpc-1797	205	31	techniques	technique	NOUN
dpc-1797	205	32	such	such	ADJ
dpc-1797	205	33	as	as	ADP
dpc-1797	205	34	dermatoscopy	dermatoscopy	NOUN
dpc-1797	205	35	.	.	PUNCT
dpc-1797	206	1	some	some	PRON
dpc-1797	206	2	,	,	PUNCT
dpc-1797	206	3	albeit	albeit	SCONJ
dpc-1797	206	4	not	not	PART
dpc-1797	206	5	all	all	DET
dpc-1797	206	6	melanomas	melanoma	NOUN
dpc-1797	206	7	,	,	PUNCT
dpc-1797	206	8	can	can	AUX
dpc-1797	206	9	be	be	AUX
dpc-1797	206	10	diagnosed	diagnose	VERB
dpc-1797	206	11	with	with	ADP
dpc-1797	206	12	confidence	confidence	NOUN
dpc-1797	206	13	by	by	ADP
dpc-1797	206	14	dermatoscopy	dermatoscopy	NOUN
dpc-1797	206	15	even	even	ADV
dpc-1797	206	16	when	when	SCONJ
dpc-1797	206	17	they	they	PRON
dpc-1797	206	18	are	be	AUX
dpc-1797	206	19	smaller	small	ADJ
dpc-1797	206	20	than	than	ADP
dpc-1797	206	21	6	6	NUM
dpc-1797	206	22	mm	mm	NOUN
dpc-1797	206	23	(	(	PUNCT
dpc-1797	206	24	figure	figure	NOUN
dpc-1797	206	25	1	1	NUM
dpc-1797	206	26	)	)	PUNCT
dpc-1797	206	27	.	.	PUNCT
dpc-1797	207	1	if	if	SCONJ
dpc-1797	207	2	early	early	ADJ
dpc-1797	207	3	recognition	recognition	NOUN
dpc-1797	207	4	of	of	ADP
dpc-1797	207	5	melanoma	melanoma	NOUN
dpc-1797	207	6	translates	translate	VERB
dpc-1797	207	7	into	into	ADP
dpc-1797	207	8	improved	improved	ADJ
dpc-1797	207	9	survival	survival	NOUN
dpc-1797	207	10	is	be	AUX
dpc-1797	207	11	still	still	ADV
dpc-1797	207	12	a	a	DET
dpc-1797	207	13	matter	matter	NOUN
dpc-1797	207	14	of	of	ADP
dpc-1797	207	15	debate	debate	NOUN
dpc-1797	207	16	.	.	PUNCT
dpc-1797	208	1	this	this	DET
dpc-1797	208	2	question	question	NOUN
dpc-1797	208	3	is	be	AUX
dpc-1797	208	4	not	not	PART
dpc-1797	208	5	easy	easy	ADJ
dpc-1797	208	6	to	to	PART
dpc-1797	208	7	answer	answer	VERB
dpc-1797	208	8	.	.	PUNCT
dpc-1797	209	1	it	it	PRON
dpc-1797	209	2	would	would	AUX
dpc-1797	209	3	demand	demand	VERB
dpc-1797	209	4	a	a	DET
dpc-1797	209	5	randomized	randomized	ADJ
dpc-1797	209	6	controlled	control	VERB
dpc-1797	209	7	trial	trial	NOUN
dpc-1797	209	8	with	with	ADP
dpc-1797	209	9	2	2	NUM
dpc-1797	209	10	arms	arm	NOUN
dpc-1797	209	11	.	.	PUNCT
dpc-1797	210	1	in	in	ADP
dpc-1797	210	2	1	1	NUM
dpc-1797	210	3	arm	arm	NOUN
dpc-1797	210	4	all	all	DET
dpc-1797	210	5	lesions	lesion	NOUN
dpc-1797	210	6	smaller	small	ADJ
dpc-1797	210	7	than	than	ADP
dpc-1797	210	8	6	6	NUM
dpc-1797	210	9	mm	mm	NOUN
dpc-1797	210	10	that	that	PRON
dpc-1797	210	11	can	can	AUX
dpc-1797	210	12	be	be	AUX
dpc-1797	210	13	identified	identify	VERB
dpc-1797	210	14	as	as	ADP
dpc-1797	210	15	melanomas	melanomas	NOUN
dpc-1797	210	16	by	by	ADP
dpc-1797	210	17	dermoscopy	dermoscopy	NOUN
dpc-1797	210	18	would	would	AUX
dpc-1797	210	19	be	be	AUX
dpc-1797	210	20	excised	excise	VERB
dpc-1797	210	21	,	,	PUNCT
dpc-1797	210	22	in	in	ADP
dpc-1797	210	23	the	the	DET
dpc-1797	210	24	other	other	ADJ
dpc-1797	210	25	arm	arm	NOUN
dpc-1797	210	26	these	these	DET
dpc-1797	210	27	lesions	lesion	NOUN
dpc-1797	210	28	would	would	AUX
dpc-1797	210	29	be	be	AUX
dpc-1797	210	30	left	leave	VERB
dpc-1797	210	31	alone	alone	ADJ
dpc-1797	210	32	until	until	SCONJ
dpc-1797	210	33	they	they	PRON
dpc-1797	210	34	reach	reach	VERB
dpc-1797	210	35	the	the	DET
dpc-1797	210	36	size	size	NOUN
dpc-1797	210	37	of	of	ADP
dpc-1797	210	38	6	6	NUM
dpc-1797	210	39	mm	mm	NOUN
dpc-1797	210	40	.	.	PUNCT
dpc-1797	211	1	since	since	SCONJ
dpc-1797	211	2	such	such	DET
dpc-1797	211	3	a	a	DET
dpc-1797	211	4	trial	trial	NOUN
dpc-1797	211	5	has	have	AUX
dpc-1797	211	6	not	not	PART
dpc-1797	211	7	been	be	AUX
dpc-1797	211	8	performed	perform	VERB
dpc-1797	211	9	and	and	CCONJ
dpc-1797	211	10	will	will	AUX
dpc-1797	211	11	not	not	PART
dpc-1797	211	12	be	be	AUX
dpc-1797	211	13	completed	complete	VERB
dpc-1797	211	14	in	in	ADP
dpc-1797	211	15	the	the	DET
dpc-1797	211	16	near	near	ADJ
dpc-1797	211	17	future	future	NOUN
dpc-1797	211	18	,	,	PUNCT
dpc-1797	211	19	we	we	PRON
dpc-1797	211	20	have	have	VERB
dpc-1797	211	21	to	to	PART
dpc-1797	211	22	rely	rely	VERB
dpc-1797	211	23	on	on	ADP
dpc-1797	211	24	indirect	indirect	ADJ
dpc-1797	211	25	evidence	evidence	NOUN
dpc-1797	211	26	such	such	ADJ
dpc-1797	211	27	as	as	ADP
dpc-1797	211	28	invasion	invasion	NOUN
dpc-1797	211	29	thickness	thickness	NOUN
dpc-1797	211	30	.	.	PUNCT
dpc-1797	212	1	it	it	PRON
dpc-1797	212	2	is	be	AUX
dpc-1797	212	3	also	also	ADV
dpc-1797	212	4	true	true	ADJ
dpc-1797	212	5	that	that	SCONJ
dpc-1797	212	6	early	early	ADJ
dpc-1797	212	7	recognition	recognition	NOUN
dpc-1797	212	8	has	have	AUX
dpc-1797	212	9	become	become	VERB
dpc-1797	212	10	a	a	DET
dpc-1797	212	11	business	business	NOUN
dpc-1797	212	12	.	.	PUNCT
dpc-1797	213	1	feeding	feed	VERB
dpc-1797	213	2	the	the	DET
dpc-1797	213	3	business	business	NOUN
dpc-1797	213	4	demands	demand	VERB
dpc-1797	213	5	that	that	SCONJ
dpc-1797	213	6	the	the	DET
dpc-1797	213	7	melanoma	melanoma	NOUN
dpc-1797	213	8	epidemic	epidemic	NOUN
dpc-1797	213	9	is	be	AUX
dpc-1797	213	10	constantly	constantly	ADV
dpc-1797	213	11	rising	rise	VERB
dpc-1797	213	12	.	.	PUNCT
dpc-1797	214	1	however	however	ADV
dpc-1797	214	2	,	,	PUNCT
dpc-1797	214	3	to	to	PART
dpc-1797	214	4	attribute	attribute	VERB
dpc-1797	214	5	the	the	DET
dpc-1797	214	6	recent	recent	ADJ
dpc-1797	214	7	decline	decline	NOUN
dpc-1797	214	8	of	of	ADP
dpc-1797	214	9	melanoma	melanoma	NOUN
dpc-1797	214	10	mortality	mortality	NOUN
dpc-1797	214	11	solely	solely	ADV
dpc-1797	214	12	to	to	ADP
dpc-1797	214	13	the	the	DET
dpc-1797	214	14	invention	invention	NOUN
dpc-1797	214	15	of	of	ADP
dpc-1797	214	16	new	new	ADJ
dpc-1797	214	17	therapies	therapy	NOUN
dpc-1797	214	18	is	be	AUX
dpc-1797	214	19	a	a	DET
dpc-1797	214	20	slap	slap	NOUN
dpc-1797	214	21	in	in	ADP
dpc-1797	214	22	the	the	DET
dpc-1797	214	23	face	face	NOUN
dpc-1797	214	24	of	of	ADP
dpc-1797	214	25	all	all	DET
dpc-1797	214	26	clinicians	clinician	NOUN
dpc-1797	214	27	who	who	PRON
dpc-1797	214	28	dedicated	dedicate	VERB
dpc-1797	214	29	their	their	PRON
dpc-1797	214	30	work	work	NOUN
dpc-1797	214	31	to	to	ADP
dpc-1797	214	32	early	early	ADJ
dpc-1797	214	33	recognition	recognition	NOUN
dpc-1797	214	34	.	.	PUNCT
dpc-1797	215	1	dermatologists	dermatologist	NOUN
dpc-1797	215	2	or	or	CCONJ
dpc-1797	215	3	primary	primary	ADJ
dpc-1797	215	4	care	care	NOUN
dpc-1797	215	5	clinicians	clinician	NOUN
dpc-1797	215	6	,	,	PUNCT
dpc-1797	215	7	who	who	PRON
dpc-1797	215	8	work	work	VERB
dpc-1797	215	9	on	on	ADP
dpc-1797	215	10	the	the	DET
dpc-1797	215	11	forefront	forefront	NOUN
dpc-1797	215	12	of	of	ADP
dpc-1797	215	13	early	early	ADJ
dpc-1797	215	14	diagnosis	diagnosis	NOUN
dpc-1797	215	15	,	,	PUNCT
dpc-1797	215	16	are	be	AUX
dpc-1797	215	17	not	not	PART
dpc-1797	215	18	greedy	greedy	ADJ
dpc-1797	215	19	businessmen	businessman	NOUN
dpc-1797	215	20	who	who	PRON
dpc-1797	215	21	stir	stir	VERB
dpc-1797	215	22	up	up	ADP
dpc-1797	215	23	and	and	CCONJ
dpc-1797	215	24	exploit	exploit	VERB
dpc-1797	215	25	anxiety	anxiety	NOUN
dpc-1797	215	26	only	only	ADV
dpc-1797	215	27	for	for	ADP
dpc-1797	215	28	their	their	PRON
dpc-1797	215	29	own	own	ADJ
dpc-1797	215	30	profit	profit	NOUN
dpc-1797	215	31	,	,	PUNCT
dpc-1797	215	32	in	in	ADP
dpc-1797	215	33	the	the	DET
dpc-1797	215	34	same	same	ADJ
dpc-1797	215	35	way	way	NOUN
dpc-1797	215	36	as	as	ADP
dpc-1797	215	37	basic	basic	ADJ
dpc-1797	215	38	researchers	researcher	NOUN
dpc-1797	215	39	and	and	CCONJ
dpc-1797	215	40	the	the	DET
dpc-1797	215	41	pharmaceutical	pharmaceutical	NOUN
dpc-1797	215	42	industry	industry	NOUN
dpc-1797	215	43	,	,	PUNCT
dpc-1797	215	44	who	who	PRON
dpc-1797	215	45	invent	invent	VERB
dpc-1797	215	46	and	and	CCONJ
dpc-1797	215	47	develop	develop	VERB
dpc-1797	215	48	new	new	ADJ
dpc-1797	215	49	treatments	treatment	NOUN
dpc-1797	215	50	against	against	ADP
dpc-1797	215	51	cancer	cancer	NOUN
dpc-1797	215	52	,	,	PUNCT
dpc-1797	215	53	are	be	AUX
dpc-1797	215	54	not	not	PART
dpc-1797	215	55	altruistic	altruistic	ADJ
dpc-1797	215	56	cure	cure	NOUN
dpc-1797	215	57	-	-	PUNCT
dpc-1797	215	58	alls	all	NOUN
dpc-1797	215	59	.	.	PUNCT
dpc-1797	216	1	instead	instead	ADV
dpc-1797	216	2	of	of	ADP
dpc-1797	216	3	turning	turn	VERB
dpc-1797	216	4	back	back	ADV
dpc-1797	216	5	the	the	DET
dpc-1797	216	6	wheel	wheel	NOUN
dpc-1797	216	7	of	of	ADP
dpc-1797	216	8	time	time	NOUN
dpc-1797	216	9	and	and	CCONJ
dpc-1797	216	10	ignoring	ignore	VERB
dpc-1797	216	11	the	the	DET
dpc-1797	216	12	innovations	innovation	NOUN
dpc-1797	216	13	of	of	ADP
dpc-1797	216	14	the	the	DET
dpc-1797	216	15	last	last	ADJ
dpc-1797	216	16	30	30	NUM
dpc-1797	216	17	years	year	NOUN
dpc-1797	216	18	the	the	DET
dpc-1797	216	19	inflated	inflated	ADJ
dpc-1797	216	20	melanoma	melanoma	NOUN
dpc-1797	216	21	epidemic	epidemic	NOUN
dpc-1797	216	22	is	be	AUX
dpc-1797	216	23	best	well	ADV
dpc-1797	216	24	tackled	tackle	VERB
dpc-1797	216	25	otherwise	otherwise	ADV
dpc-1797	216	26	.	.	PUNCT
dpc-1797	217	1	first	first	ADV
dpc-1797	217	2	,	,	PUNCT
dpc-1797	217	3	like	like	ADP
dpc-1797	217	4	any	any	DET
dpc-1797	217	5	other	other	ADJ
dpc-1797	217	6	diagnostic	diagnostic	ADJ
dpc-1797	217	7	technique	technique	NOUN
dpc-1797	217	8	dermatoscopy	dermatoscopy	NOUN
dpc-1797	217	9	needs	need	VERB
dpc-1797	217	10	training	training	NOUN
dpc-1797	217	11	and	and	CCONJ
dpc-1797	217	12	expertise	expertise	NOUN
dpc-1797	217	13	and	and	CCONJ
dpc-1797	217	14	it	it	PRON
dpc-1797	217	15	can	can	AUX
dpc-1797	217	16	have	have	VERB
dpc-1797	217	17	undesired	undesired	ADJ
dpc-1797	217	18	side	side	NOUN
dpc-1797	217	19	effects	effect	NOUN
dpc-1797	217	20	if	if	SCONJ
dpc-1797	217	21	used	use	VERB
dpc-1797	217	22	by	by	ADP
dpc-1797	217	23	inexperienced	inexperienced	ADJ
dpc-1797	217	24	users	user	NOUN
dpc-1797	217	25	.	.	PUNCT
dpc-1797	218	1	better	well	ADJ
dpc-1797	218	2	training	training	NOUN
dpc-1797	218	3	will	will	AUX
dpc-1797	218	4	produce	produce	VERB
dpc-1797	218	5	better	well	ADJ
dpc-1797	218	6	dermatoscopists	dermatoscopist	NOUN
dpc-1797	218	7	,	,	PUNCT
dpc-1797	218	8	who	who	PRON
dpc-1797	218	9	know	know	VERB
dpc-1797	218	10	the	the	DET
dpc-1797	218	11	limitations	limitation	NOUN
dpc-1797	218	12	of	of	ADP
dpc-1797	218	13	the	the	DET
dpc-1797	218	14	technique	technique	NOUN
dpc-1797	218	15	and	and	CCONJ
dpc-1797	218	16	will	will	AUX
dpc-1797	218	17	make	make	VERB
dpc-1797	218	18	better	well	ADJ
dpc-1797	218	19	decisions	decision	NOUN
dpc-1797	218	20	.	.	PUNCT
dpc-1797	219	1	if	if	SCONJ
dpc-1797	219	2	used	use	VERB
dpc-1797	219	3	appropriately	appropriately	ADV
dpc-1797	219	4	by	by	ADP
dpc-1797	219	5	sufficiently	sufficiently	ADV
dpc-1797	219	6	trained	train	VERB
dpc-1797	219	7	and	and	CCONJ
dpc-1797	219	8	experienced	experienced	ADJ
dpc-1797	219	9	clinicians	clinician	NOUN
dpc-1797	219	10	,	,	PUNCT
dpc-1797	219	11	dermatoscopy	dermatoscopy	VERB
dpc-1797	219	12	will	will	AUX
dpc-1797	219	13	reduce	reduce	VERB
dpc-1797	219	14	and	and	CCONJ
dpc-1797	219	15	not	not	PART
dpc-1797	219	16	inflate	inflate	VERB
dpc-1797	219	17	the	the	DET
dpc-1797	219	18	number	number	NOUN
dpc-1797	219	19	of	of	ADP
dpc-1797	219	20	excisions	excision	NOUN
dpc-1797	219	21	and	and	CCONJ
dpc-1797	219	22	biopsies	biopsy	NOUN
dpc-1797	219	23	.	.	PUNCT
dpc-1797	220	1	second	second	ADJ
dpc-1797	220	2	,	,	PUNCT
dpc-1797	220	3	pathologists	pathologist	NOUN
dpc-1797	220	4	who	who	PRON
dpc-1797	220	5	sign	sign	VERB
dpc-1797	220	6	out	out	ADP
dpc-1797	220	7	melanocytic	melanocytic	ADJ
dpc-1797	220	8	lesions	lesion	NOUN
dpc-1797	220	9	need	need	VERB
dpc-1797	220	10	specific	specific	ADJ
dpc-1797	220	11	training	training	NOUN
dpc-1797	220	12	in	in	ADP
dpc-1797	220	13	clinical	clinical	ADJ
dpc-1797	220	14	dermatology	dermatology	NOUN
dpc-1797	220	15	.	.	PUNCT
dpc-1797	221	1	they	they	PRON
dpc-1797	221	2	need	need	VERB
dpc-1797	221	3	to	to	PART
dpc-1797	221	4	be	be	AUX
dpc-1797	221	5	aware	aware	ADJ
dpc-1797	221	6	that	that	SCONJ
dpc-1797	221	7	borderline	borderline	NOUN
dpc-1797	221	8	lesions	lesion	NOUN
dpc-1797	221	9	are	be	AUX
dpc-1797	221	10	best	well	ADV
dpc-1797	221	11	diagnosed	diagnose	VERB
dpc-1797	221	12	with	with	ADP
dpc-1797	221	13	an	an	DET
dpc-1797	221	14	integrated	integrated	ADJ
dpc-1797	221	15	approach	approach	NOUN
dpc-1797	221	16	taking	take	VERB
dpc-1797	221	17	into	into	ADP
dpc-1797	221	18	account	account	NOUN
dpc-1797	221	19	clinical	clinical	ADJ
dpc-1797	221	20	,	,	PUNCT
dpc-1797	221	21	dermatoscopic	dermatoscopic	NOUN
dpc-1797	221	22	and	and	CCONJ
dpc-1797	221	23	,	,	PUNCT
dpc-1797	221	24	in	in	ADP
dpc-1797	221	25	some	some	DET
dpc-1797	221	26	cases	case	NOUN
dpc-1797	221	27	,	,	PUNCT
dpc-1797	221	28	also	also	ADV
dpc-1797	221	29	molecular	molecular	ADJ
dpc-1797	221	30	findings	finding	NOUN
dpc-1797	221	31	.	.	PUNCT
dpc-1797	222	1	third	third	ADJ
dpc-1797	222	2	,	,	PUNCT
dpc-1797	222	3	clinicians	clinician	NOUN
dpc-1797	222	4	and	and	CCONJ
dpc-1797	222	5	pathologist	pathologist	NOUN
dpc-1797	222	6	should	should	AUX
dpc-1797	222	7	not	not	PART
dpc-1797	222	8	be	be	AUX
dpc-1797	222	9	paranoid	paranoid	ADJ
dpc-1797	222	10	of	of	ADP
dpc-1797	222	11	missing	miss	VERB
dpc-1797	222	12	a	a	DET
dpc-1797	222	13	melanoma	melanoma	NOUN
dpc-1797	222	14	.	.	PUNCT
dpc-1797	223	1	overdiagnosis	overdiagnosis	NOUN
dpc-1797	223	2	should	should	AUX
dpc-1797	223	3	be	be	AUX
dpc-1797	223	4	as	as	ADV
dpc-1797	223	5	undesirable	undesirable	ADJ
dpc-1797	223	6	as	as	ADP
dpc-1797	223	7	underdiagnosis	underdiagnosis	NOUN
dpc-1797	223	8	.	.	PUNCT
dpc-1797	224	1	in	in	ADP
dpc-1797	224	2	some	some	DET
dpc-1797	224	3	parts	part	NOUN
dpc-1797	224	4	of	of	ADP
dpc-1797	224	5	the	the	DET
dpc-1797	224	6	world	world	NOUN
dpc-1797	224	7	vulnerability	vulnerability	NOUN
dpc-1797	224	8	to	to	PART
dpc-1797	224	9	malpractice	malpractice	NOUN
dpc-1797	224	10	lawsuits	lawsuit	NOUN
dpc-1797	224	11	leads	lead	VERB
dpc-1797	224	12	to	to	ADP
dpc-1797	224	13	over	over	ADP
dpc-1797	224	14	anxiousness	anxiousness	NOUN
dpc-1797	224	15	,	,	PUNCT
dpc-1797	224	16	which	which	PRON
dpc-1797	224	17	leads	lead	VERB
dpc-1797	224	18	to	to	ADP
dpc-1797	224	19	excessively	excessively	ADV
dpc-1797	224	20	low	low	ADJ
dpc-1797	224	21	thresholds	threshold	NOUN
dpc-1797	224	22	and	and	CCONJ
dpc-1797	224	23	overdiagnosis	overdiagnosis	NOUN
dpc-1797	224	24	.	.	PUNCT
dpc-1797	225	1	forth	forth	ADV
dpc-1797	225	2	,	,	PUNCT
dpc-1797	225	3	we	we	PRON
dpc-1797	225	4	need	need	VERB
dpc-1797	225	5	a	a	DET
dpc-1797	225	6	shift	shift	NOUN
dpc-1797	225	7	of	of	ADP
dpc-1797	225	8	policy	policy	NOUN
dpc-1797	225	9	with	with	ADP
dpc-1797	225	10	regards	regard	NOUN
dpc-1797	225	11	to	to	ADP
dpc-1797	225	12	incentives	incentive	NOUN
dpc-1797	225	13	.	.	PUNCT
dpc-1797	226	1	reimbursements	reimbursement	NOUN
dpc-1797	226	2	for	for	ADP
dpc-1797	226	3	monitoring	monitor	VERB
dpc-1797	226	4	techniques	technique	NOUN
dpc-1797	226	5	such	such	ADJ
dpc-1797	226	6	as	as	ADP
dpc-1797	226	7	tbp	tbp	NOUN
dpc-1797	226	8	or	or	CCONJ
dpc-1797	226	9	digital	digital	ADJ
dpc-1797	226	10	dermatoscopy	dermatoscopy	NOUN
dpc-1797	226	11	should	should	AUX
dpc-1797	226	12	be	be	AUX
dpc-1797	226	13	in	in	ADP
dpc-1797	226	14	the	the	DET
dpc-1797	226	15	range	range	NOUN
dpc-1797	226	16	of	of	ADP
dpc-1797	226	17	excisions	excision	NOUN
dpc-1797	226	18	.	.	PUNCT
dpc-1797	227	1	reimbursement	reimbursement	NOUN
dpc-1797	227	2	of	of	ADP
dpc-1797	227	3	clinicians	clinician	NOUN
dpc-1797	227	4	,	,	PUNCT
dpc-1797	227	5	who	who	PRON
dpc-1797	227	6	need	need	VERB
dpc-1797	227	7	a	a	DET
dpc-1797	227	8	disproportionally	disproportionally	ADV
dpc-1797	227	9	large	large	ADJ
dpc-1797	227	10	number	number	NOUN
dpc-1797	227	11	of	of	ADP
dpc-1797	227	12	biopsies	biopsy	NOUN
dpc-1797	227	13	to	to	PART
dpc-1797	227	14	detect	detect	VERB
dpc-1797	227	15	one	one	NUM
dpc-1797	227	16	melanoma	melanoma	NOUN
dpc-1797	227	17	,	,	PUNCT
dpc-1797	227	18	should	should	AUX
dpc-1797	227	19	be	be	AUX
dpc-1797	227	20	capped	cap	VERB
dpc-1797	227	21	.	.	PUNCT
dpc-1797	228	1	fifth	fifth	ADJ
dpc-1797	228	2	,	,	PUNCT
dpc-1797	228	3	slides	slide	NOUN
dpc-1797	228	4	of	of	ADP
dpc-1797	228	5	pathology	pathology	NOUN
dpc-1797	228	6	labs	lab	NOUN
dpc-1797	228	7	with	with	ADP
dpc-1797	228	8	a	a	DET
dpc-1797	228	9	disproportionally	disproportionally	ADV
dpc-1797	228	10	large	large	ADJ
dpc-1797	228	11	number	number	NOUN
dpc-1797	228	12	of	of	ADP
dpc-1797	228	13	melanoma	melanoma	NOUN
dpc-1797	228	14	diagnoses	diagnosis	NOUN
dpc-1797	228	15	should	should	AUX
dpc-1797	228	16	be	be	AUX
dpc-1797	228	17	reviewed	review	VERB
dpc-1797	228	18	by	by	ADP
dpc-1797	228	19	an	an	DET
dpc-1797	228	20	expert	expert	NOUN
dpc-1797	228	21	panel	panel	NOUN
dpc-1797	228	22	.	.	PUNCT
dpc-1797	229	1	if	if	SCONJ
dpc-1797	229	2	the	the	DET
dpc-1797	229	3	panel	panel	NOUN
dpc-1797	229	4	concludes	conclude	VERB
dpc-1797	229	5	that	that	SCONJ
dpc-1797	229	6	the	the	DET
dpc-1797	229	7	threshold	threshold	NOUN
dpc-1797	229	8	for	for	ADP
dpc-1797	229	9	melanoma	melanoma	NOUN
dpc-1797	229	10	diagnosis	diagnosis	NOUN
dpc-1797	229	11	is	be	AUX
dpc-1797	229	12	below	below	ADP
dpc-1797	229	13	current	current	ADJ
dpc-1797	229	14	standards	standard	NOUN
dpc-1797	229	15	,	,	PUNCT
dpc-1797	229	16	pathologists	pathologist	NOUN
dpc-1797	229	17	should	should	AUX
dpc-1797	229	18	be	be	AUX
dpc-1797	229	19	offered	offer	VERB
dpc-1797	229	20	retraining	retrain	VERB
dpc-1797	229	21	.	.	PUNCT
dpc-1797	230	1	review	review	NOUN
dpc-1797	230	2	|	|	ADV
dpc-1797	230	3	dermatol	dermatol	ADJ
dpc-1797	230	4	pract	pract	NOUN
dpc-1797	230	5	concept	concept	NOUN
dpc-1797	230	6	.	.	PUNCT
dpc-1797	231	1	2021	2021	NUM
dpc-1797	231	2	;	;	PUNCT
dpc-1797	231	3	11(s1	11(s1	NUM
dpc-1797	231	4	):	):	PUNCT
dpc-1797	231	5	e2021163s	e2021163s	PROPN
dpc-1797	231	6	7	7	NUM
dpc-1797	232	1	i	i	PRON
dpc-1797	232	2	acknowledge	acknowledge	VERB
dpc-1797	232	3	that	that	SCONJ
dpc-1797	232	4	some	some	PRON
dpc-1797	232	5	of	of	ADP
dpc-1797	232	6	these	these	DET
dpc-1797	232	7	suggestions	suggestion	NOUN
dpc-1797	232	8	will	will	AUX
dpc-1797	232	9	be	be	AUX
dpc-1797	232	10	unpopular	unpopular	ADJ
dpc-1797	232	11	among	among	ADP
dpc-1797	232	12	dermatologists	dermatologist	NOUN
dpc-1797	232	13	and	and	CCONJ
dpc-1797	232	14	pathologists	pathologist	NOUN
dpc-1797	232	15	.	.	PUNCT
dpc-1797	233	1	there	there	PRON
dpc-1797	233	2	is	be	VERB
dpc-1797	233	3	,	,	PUNCT
dpc-1797	233	4	however	however	ADV
dpc-1797	233	5	,	,	PUNCT
dpc-1797	233	6	no	no	DET
dpc-1797	233	7	other	other	ADJ
dpc-1797	233	8	way	way	NOUN
dpc-1797	233	9	to	to	PART
dpc-1797	233	10	restore	restore	VERB
dpc-1797	233	11	the	the	DET
dpc-1797	233	12	trust	trust	NOUN
dpc-1797	233	13	in	in	ADP
dpc-1797	233	14	the	the	DET
dpc-1797	233	15	accuracy	accuracy	NOUN
dpc-1797	233	16	of	of	ADP
dpc-1797	233	17	melanoma	melanoma	ADJ
dpc-1797	233	18	diagnosis	diagnosis	NOUN
dpc-1797	233	19	.	.	PUNCT
dpc-1797	234	1	without	without	ADP
dpc-1797	234	2	this	this	DET
dpc-1797	234	3	trust	trust	NOUN
dpc-1797	234	4	,	,	PUNCT
dpc-1797	234	5	all	all	DET
dpc-1797	234	6	efforts	effort	NOUN
dpc-1797	234	7	directed	direct	VERB
dpc-1797	234	8	towards	towards	ADP
dpc-1797	234	9	early	early	ADJ
dpc-1797	234	10	recognition	recognition	NOUN
dpc-1797	234	11	of	of	ADP
dpc-1797	234	12	melanoma	melanoma	NOUN
dpc-1797	234	13	will	will	AUX
dpc-1797	234	14	be	be	AUX
dpc-1797	234	15	in	in	ADP
dpc-1797	234	16	vain	vain	ADJ
dpc-1797	234	17	.	.	PUNCT
dpc-1797	235	1	references	reference	NOUN
dpc-1797	235	2	1	1	NUM
dpc-1797	235	3	.	.	PUNCT
dpc-1797	235	4	siegel	siegel	PROPN
dpc-1797	235	5	rl	rl	PROPN
dpc-1797	235	6	,	,	PUNCT
dpc-1797	235	7	miller	miller	PROPN
dpc-1797	235	8	kd	kd	PROPN
dpc-1797	235	9	,	,	PUNCT
dpc-1797	235	10	jemal	jemal	ADJ
dpc-1797	235	11	a.	a.	NOUN
dpc-1797	235	12	cancer	cancer	NOUN
dpc-1797	235	13	statistics	statistic	NOUN
dpc-1797	235	14	,	,	PUNCT
dpc-1797	235	15	2020	2020	NUM
dpc-1797	235	16	.	.	PUNCT
dpc-1797	236	1	ca	can	AUX
dpc-1797	236	2	cancer	cancer	PROPN
dpc-1797	236	3	j	j	PROPN
dpc-1797	236	4	clin	clin	PROPN
dpc-1797	236	5	.	.	PUNCT
dpc-1797	237	1	2020;70	2020;70	NUM
dpc-1797	237	2	.	.	PUNCT
dpc-1797	238	1	doi:10.3322	doi:10.3322	PROPN
dpc-1797	238	2	/	/	SYM
dpc-1797	238	3	caac.21590	caac.21590	PROPN
dpc-1797	238	4	.	.	PROPN
dpc-1797	238	5	2	2	NUM
dpc-1797	238	6	.	.	PUNCT
dpc-1797	238	7	elwood	elwood	PROPN
dpc-1797	238	8	jm	jm	PROPN
dpc-1797	238	9	,	,	PUNCT
dpc-1797	238	10	jopson	jopson	PROPN
dpc-1797	238	11	j.	j.	PROPN
dpc-1797	238	12	melanoma	melanoma	PROPN
dpc-1797	238	13	and	and	CCONJ
dpc-1797	238	14	sun	sun	NOUN
dpc-1797	238	15	exposure	exposure	NOUN
dpc-1797	238	16	:	:	PUNCT
dpc-1797	238	17	an	an	DET
dpc-1797	238	18	overview	overview	NOUN
dpc-1797	238	19	of	of	ADP
dpc-1797	238	20	published	publish	VERB
dpc-1797	238	21	studies	study	NOUN
dpc-1797	238	22	.	.	PUNCT
dpc-1797	239	1	international	international	ADJ
dpc-1797	239	2	journal	journal	PROPN
dpc-1797	239	3	of	of	ADP
dpc-1797	239	4	cancer	cancer	NOUN
dpc-1797	239	5	.	.	PUNCT
dpc-1797	240	1	1997;73	1997;73	X
dpc-1797	240	2	.	.	PUNCT
dpc-1797	240	3	doi:10.1002/(sici)1097	doi:10.1002/(sici)1097	PROPN
dpc-1797	240	4	-	-	PUNCT
dpc-1797	240	5	0215(19971009)73:2<198::aidijc6>3.0.co;2	0215(19971009)73:2<198::aidijc6>3.0.co;2	PROPN
dpc-1797	240	6	-	-	PUNCT
dpc-1797	240	7	r.	r.	PROPN
dpc-1797	240	8	3	3	NUM
dpc-1797	240	9	.	.	PUNCT
dpc-1797	241	1	hocker	hocker	PROPN
dpc-1797	241	2	t	t	PROPN
dpc-1797	241	3	,	,	PUNCT
dpc-1797	241	4	tsao	tsao	PROPN
dpc-1797	241	5	h.	h.	PROPN
dpc-1797	241	6	ultraviolet	ultraviolet	PROPN
dpc-1797	241	7	radiation	radiation	NOUN
dpc-1797	241	8	and	and	CCONJ
dpc-1797	241	9	melanoma	melanoma	NOUN
dpc-1797	241	10	:	:	PUNCT
dpc-1797	241	11	a	a	DET
dpc-1797	241	12	systematic	systematic	ADJ
dpc-1797	241	13	review	review	NOUN
dpc-1797	241	14	and	and	CCONJ
dpc-1797	241	15	analysis	analysis	NOUN
dpc-1797	241	16	of	of	ADP
dpc-1797	241	17	reported	report	VERB
dpc-1797	241	18	sequence	sequence	NOUN
dpc-1797	241	19	variants	variant	NOUN
dpc-1797	241	20	.	.	PUNCT
dpc-1797	242	1	hum	hum	PROPN
dpc-1797	242	2	mutat	mutat	PROPN
dpc-1797	242	3	.	.	PUNCT
dpc-1797	243	1	2007;28	2007;28	NOUN
dpc-1797	243	2	.	.	PUNCT
dpc-1797	244	1	doi:10.1002	doi:10.1002	NOUN
dpc-1797	244	2	/	/	SYM
dpc-1797	245	1	humu.20481	humu.20481	PROPN
dpc-1797	245	2	.	.	PROPN
dpc-1797	245	3	4	4	NUM
dpc-1797	245	4	.	.	X
dpc-1797	245	5	whiteman	whiteman	PROPN
dpc-1797	245	6	dc	dc	PROPN
dpc-1797	245	7	,	,	PUNCT
dpc-1797	245	8	whiteman	whiteman	PROPN
dpc-1797	245	9	ca	ca	PROPN
dpc-1797	245	10	,	,	PUNCT
dpc-1797	245	11	green	green	PROPN
dpc-1797	245	12	ac	ac	PROPN
dpc-1797	245	13	.	.	PUNCT
dpc-1797	246	1	childhood	childhood	PROPN
dpc-1797	246	2	sun	sun	PROPN
dpc-1797	246	3	exposure	exposure	NOUN
dpc-1797	246	4	as	as	ADP
dpc-1797	246	5	a	a	DET
dpc-1797	246	6	risk	risk	NOUN
dpc-1797	246	7	factor	factor	NOUN
dpc-1797	246	8	for	for	ADP
dpc-1797	246	9	melanoma	melanoma	NOUN
dpc-1797	246	10	:	:	PUNCT
dpc-1797	246	11	a	a	DET
dpc-1797	246	12	systematic	systematic	ADJ
dpc-1797	246	13	review	review	NOUN
dpc-1797	246	14	of	of	ADP
dpc-1797	246	15	epidemiologic	epidemiologic	ADJ
dpc-1797	246	16	studies	study	NOUN
dpc-1797	246	17	.	.	PUNCT
dpc-1797	247	1	cancer	cancer	NOUN
dpc-1797	247	2	causes	cause	VERB
dpc-1797	247	3	control	control	NOUN
dpc-1797	247	4	.	.	PUNCT
dpc-1797	248	1	2001;12	2001;12	NOUN
dpc-1797	248	2	.	.	PUNCT
dpc-1797	249	1	doii:10.1023	doii:10.1023	NUM
dpc-1797	249	2	/	/	SYM
dpc-1797	249	3	a:1008980919928	a:1008980919928	PROPN
dpc-1797	249	4	.	.	PUNCT
dpc-1797	250	1	5	5	NUM
dpc-1797	250	2	.	.	X
dpc-1797	250	3	shaikh	shaikh	PROPN
dpc-1797	250	4	wr	wr	PROPN
dpc-1797	250	5	,	,	PUNCT
dpc-1797	250	6	dusza	dusza	PROPN
dpc-1797	250	7	sw	sw	PROPN
dpc-1797	250	8	,	,	PUNCT
dpc-1797	250	9	weinstock	weinstock	PROPN
dpc-1797	250	10	ma	ma	PROPN
dpc-1797	250	11	,	,	PUNCT
dpc-1797	250	12	oliveria	oliveria	PROPN
dpc-1797	250	13	sa	sa	PROPN
dpc-1797	250	14	,	,	PUNCT
dpc-1797	250	15	geller	geller	PROPN
dpc-1797	250	16	ac	ac	PROPN
dpc-1797	250	17	,	,	PUNCT
dpc-1797	250	18	halpern	halpern	PROPN
dpc-1797	250	19	ac	ac	PROPN
dpc-1797	250	20	.	.	PUNCT
dpc-1797	251	1	melanoma	melanoma	PROPN
dpc-1797	251	2	thickness	thickness	NOUN
dpc-1797	251	3	and	and	CCONJ
dpc-1797	251	4	survival	survival	NOUN
dpc-1797	251	5	trends	trend	NOUN
dpc-1797	251	6	in	in	ADP
dpc-1797	251	7	the	the	DET
dpc-1797	251	8	united	united	PROPN
dpc-1797	251	9	states	states	PROPN
dpc-1797	251	10	,	,	PUNCT
dpc-1797	251	11	1989	1989	NUM
dpc-1797	251	12	to	to	ADP
dpc-1797	251	13	2009	2009	NUM
dpc-1797	251	14	.	.	PUNCT
dpc-1797	252	1	j	j	PROPN
dpc-1797	252	2	natl	natl	PROPN
dpc-1797	252	3	cancer	cancer	PROPN
dpc-1797	252	4	inst	inst	PROPN
dpc-1797	252	5	.	.	PUNCT
dpc-1797	253	1	2015;108	2015;108	NUM
dpc-1797	253	2	.	.	PUNCT
dpc-1797	254	1	doi:10.1093	doi:10.1093	NOUN
dpc-1797	254	2	/	/	SYM
dpc-1797	254	3	jnci	jnci	PROPN
dpc-1797	254	4	/	/	SYM
dpc-1797	254	5	djv294	djv294	NOUN
dpc-1797	254	6	.	.	PUNCT
dpc-1797	255	1	6	6	NUM
dpc-1797	255	2	.	.	X
dpc-1797	255	3	olsen	olsen	NOUN
dpc-1797	255	4	cm	cm	PROPN
dpc-1797	255	5	,	,	PUNCT
dpc-1797	255	6	green	green	PROPN
dpc-1797	255	7	ac	ac	PROPN
dpc-1797	255	8	,	,	PUNCT
dpc-1797	255	9	pandeya	pandeya	PROPN
dpc-1797	255	10	n	n	SYM
dpc-1797	255	11	,	,	PUNCT
dpc-1797	255	12	whiteman	whiteman	PROPN
dpc-1797	255	13	dc	dc	PROPN
dpc-1797	255	14	.	.	PUNCT
dpc-1797	256	1	trends	trend	NOUN
dpc-1797	256	2	in	in	ADP
dpc-1797	256	3	melanoma	melanoma	ADJ
dpc-1797	256	4	incidence	incidence	NOUN
dpc-1797	256	5	rates	rate	NOUN
dpc-1797	256	6	in	in	ADP
dpc-1797	256	7	eight	eight	NUM
dpc-1797	256	8	susceptible	susceptible	ADJ
dpc-1797	256	9	populations	population	NOUN
dpc-1797	256	10	through	through	ADP
dpc-1797	256	11	2015	2015	NUM
dpc-1797	256	12	.	.	PUNCT
dpc-1797	257	1	j	j	PROPN
dpc-1797	257	2	invest	invest	VERB
dpc-1797	257	3	dermatol	dermatol	NOUN
dpc-1797	257	4	.	.	PUNCT
dpc-1797	258	1	2019;139	2019;139	NUM
dpc-1797	258	2	.	.	PUNCT
dpc-1797	259	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	259	2	/	/	SYM
dpc-1797	259	3	j.	j.	PROPN
dpc-1797	259	4	jid.2018.12.006	jid.2018.12.006	PROPN
dpc-1797	259	5	.	.	PUNCT
dpc-1797	260	1	7	7	X
dpc-1797	260	2	.	.	NUM
dpc-1797	260	3	welch	welch	PROPN
dpc-1797	260	4	hg	hg	PROPN
dpc-1797	260	5	,	,	PUNCT
dpc-1797	260	6	mazer	mazer	PROPN
dpc-1797	260	7	bl	bl	PROPN
dpc-1797	260	8	,	,	PUNCT
dpc-1797	260	9	adamson	adamson	PROPN
dpc-1797	260	10	as	as	ADP
dpc-1797	260	11	.	.	PUNCT
dpc-1797	261	1	the	the	DET
dpc-1797	261	2	rapid	rapid	ADJ
dpc-1797	261	3	rise	rise	NOUN
dpc-1797	261	4	in	in	ADP
dpc-1797	261	5	cutaneous	cutaneous	ADJ
dpc-1797	261	6	melanoma	melanoma	NOUN
dpc-1797	261	7	diagnoses	diagnosis	NOUN
dpc-1797	261	8	.	.	PUNCT
dpc-1797	262	1	n	n	PROPN
dpc-1797	262	2	engl	engl	PROPN
dpc-1797	262	3	j	j	PROPN
dpc-1797	262	4	med	med	PROPN
dpc-1797	262	5	.	.	PUNCT
dpc-1797	263	1	2021;384	2021;384	NUM
dpc-1797	263	2	:	:	PUNCT
dpc-1797	264	1	72–79	72–79	ADV
dpc-1797	264	2	.	.	PUNCT
dpc-1797	265	1	doi	doi	NOUN
dpc-1797	265	2	:	:	PUNCT
dpc-1797	265	3	10.1056	10.1056	NUM
dpc-1797	265	4	/	/	SYM
dpc-1797	265	5	nejmsb2019760	nejmsb2019760	PROPN
dpc-1797	265	6	.	.	PUNCT
dpc-1797	266	1	8	8	NUM
dpc-1797	266	2	.	.	X
dpc-1797	266	3	nufer	nufer	NOUN
dpc-1797	266	4	kl	kl	PROPN
dpc-1797	266	5	,	,	PUNCT
dpc-1797	266	6	raphael	raphael	PROPN
dpc-1797	266	7	ap	ap	PROPN
dpc-1797	266	8	,	,	PUNCT
dpc-1797	266	9	soyer	soyer	PROPN
dpc-1797	266	10	hp	hp	PROPN
dpc-1797	266	11	.	.	PROPN
dpc-1797	266	12	dermoscopy	dermoscopy	PROPN
dpc-1797	266	13	and	and	CCONJ
dpc-1797	266	14	overdiagnosis	overdiagnosis	NOUN
dpc-1797	266	15	of	of	ADP
dpc-1797	266	16	melanoma	melanoma	NOUN
dpc-1797	266	17	in	in	ADP
dpc-1797	266	18	situ	situ	NOUN
dpc-1797	266	19	.	.	PUNCT
dpc-1797	267	1	jama	jama	PROPN
dpc-1797	267	2	dermatol	dermatol	NOUN
dpc-1797	267	3	.	.	PUNCT
dpc-1797	268	1	2018;154	2018;154	X
dpc-1797	268	2	.	.	PUNCT
dpc-1797	269	1	doi:10.1001/	doi:10.1001/	PROPN
dpc-1797	270	1	jamadermatol.2017.6448	jamadermatol.2017.6448	X
dpc-1797	270	2	.	.	PUNCT
dpc-1797	271	1	9	9	X
dpc-1797	271	2	.	.	PUNCT
dpc-1797	271	3	kutzner	kutzner	PROPN
dpc-1797	271	4	h	h	PROPN
dpc-1797	271	5	,	,	PUNCT
dpc-1797	271	6	jutzi	jutzi	VERB
dpc-1797	271	7	tb	tb	ADP
dpc-1797	271	8	,	,	PUNCT
dpc-1797	271	9	krahl	krahl	PROPN
dpc-1797	271	10	d	d	PROPN
dpc-1797	271	11	,	,	PUNCT
dpc-1797	271	12	krieghoff	krieghoff	NOUN
dpc-1797	271	13	-	-	PUNCT
dpc-1797	271	14	henning	henning	NOUN
dpc-1797	271	15	ei	ei	PROPN
dpc-1797	271	16	,	,	PUNCT
dpc-1797	271	17	heppt	heppt	ADJ
dpc-1797	271	18	mv	mv	PROPN
dpc-1797	271	19	,	,	PUNCT
dpc-1797	271	20	hekler	hekler	NOUN
dpc-1797	271	21	a	a	NOUN
dpc-1797	271	22	,	,	PUNCT
dpc-1797	271	23	et	et	PROPN
dpc-1797	271	24	al	al	PROPN
dpc-1797	271	25	.	.	PUNCT
dpc-1797	272	1	overdiagnosis	overdiagnosis	NOUN
dpc-1797	272	2	of	of	ADP
dpc-1797	272	3	melanoma	melanoma	NOUN
dpc-1797	272	4	causes	cause	NOUN
dpc-1797	272	5	,	,	PUNCT
dpc-1797	272	6	consequences	consequence	NOUN
dpc-1797	272	7	and	and	CCONJ
dpc-1797	272	8	solutions	solution	NOUN
dpc-1797	272	9	.	.	PUNCT
dpc-1797	273	1	j	j	PROPN
dpc-1797	273	2	dtsch	dtsch	PROPN
dpc-1797	273	3	dermatol	dermatol	NOUN
dpc-1797	273	4	ges	ge	NOUN
dpc-1797	273	5	.	.	PUNCT
dpc-1797	274	1	2020;18	2020;18	X
dpc-1797	274	2	.	.	PUNCT
dpc-1797	275	1	doi:10.1111/	doi:10.1111/	NOUN
dpc-1797	275	2	ddg.14233	ddg.14233	NUM
dpc-1797	275	3	.	.	PUNCT
dpc-1797	275	4	10	10	NUM
dpc-1797	275	5	.	.	PUNCT
dpc-1797	276	1	friedman	friedman	PROPN
dpc-1797	276	2	rj	rj	PROPN
dpc-1797	276	3	,	,	PUNCT
dpc-1797	276	4	rigel	rigel	PROPN
dpc-1797	276	5	ds	ds	PROPN
dpc-1797	276	6	.	.	PUNCT
dpc-1797	277	1	the	the	DET
dpc-1797	277	2	clinical	clinical	ADJ
dpc-1797	277	3	features	feature	NOUN
dpc-1797	277	4	of	of	ADP
dpc-1797	277	5	malignant	malignant	ADJ
dpc-1797	277	6	melanoma	melanoma	NOUN
dpc-1797	277	7	.	.	PUNCT
dpc-1797	278	1	dermatol	dermatol	NOUN
dpc-1797	278	2	clin	clin	PROPN
dpc-1797	278	3	.	.	PUNCT
dpc-1797	279	1	1985;3	1985;3	PROPN
dpc-1797	279	2	.	.	PUNCT
dpc-1797	280	1	accessed	access	VERB
dpc-1797	280	2	:	:	PUNCT
dpc-1797	280	3	https://pubmed.ncbi	https://pubmed.ncbi	PROPN
dpc-1797	280	4	.	.	PROPN
dpc-1797	280	5	nlm.nih.gov/3830490/	nlm.nih.gov/3830490/	ADP
dpc-1797	280	6	11	11	NUM
dpc-1797	280	7	.	.	PUNCT
dpc-1797	281	1	rigel	rigel	PROPN
dpc-1797	281	2	ds	ds	PROPN
dpc-1797	281	3	,	,	PUNCT
dpc-1797	281	4	russak	russak	PROPN
dpc-1797	281	5	j	j	PROPN
dpc-1797	281	6	,	,	PUNCT
dpc-1797	281	7	friedman	friedman	PROPN
dpc-1797	281	8	r.	r.	PROPN
dpc-1797	281	9	the	the	DET
dpc-1797	281	10	evolution	evolution	NOUN
dpc-1797	281	11	of	of	ADP
dpc-1797	281	12	melanoma	melanoma	ADJ
dpc-1797	281	13	diagnosis	diagnosis	NOUN
dpc-1797	281	14	:	:	PUNCT
dpc-1797	281	15	25	25	NUM
dpc-1797	281	16	years	year	NOUN
dpc-1797	281	17	beyond	beyond	ADP
dpc-1797	281	18	the	the	DET
dpc-1797	281	19	abcds	abcds	NOUN
dpc-1797	281	20	.	.	PUNCT
dpc-1797	282	1	ca	can	AUX
dpc-1797	282	2	cancer	cancer	PROPN
dpc-1797	282	3	j	j	PROPN
dpc-1797	282	4	clin	clin	PROPN
dpc-1797	282	5	.	.	PUNCT
dpc-1797	283	1	2010;60	2010;60	X
dpc-1797	283	2	.	.	PUNCT
dpc-1797	283	3	doi:10.3322	doi:10.3322	PROPN
dpc-1797	283	4	/	/	SYM
dpc-1797	283	5	caac.20074	caac.20074	PROPN
dpc-1797	283	6	.	.	PUNCT
dpc-1797	284	1	12	12	NUM
dpc-1797	284	2	.	.	PUNCT
dpc-1797	284	3	mackie	mackie	PROPN
dpc-1797	284	4	rm	rm	PROPN
dpc-1797	284	5	,	,	PUNCT
dpc-1797	284	6	doherty	doherty	PROPN
dpc-1797	284	7	vr	vr	PROPN
dpc-1797	284	8	.	.	PROPN
dpc-1797	284	9	seven	seven	NUM
dpc-1797	284	10	-	-	PUNCT
dpc-1797	284	11	point	point	NOUN
dpc-1797	284	12	checklist	checklist	NOUN
dpc-1797	284	13	for	for	ADP
dpc-1797	284	14	melanoma	melanoma	NOUN
dpc-1797	284	15	.	.	PUNCT
dpc-1797	285	1	clin	clin	PROPN
dpc-1797	285	2	exp	exp	NOUN
dpc-1797	285	3	dermatol	dermatol	NOUN
dpc-1797	285	4	.	.	PUNCT
dpc-1797	286	1	1991;16	1991;16	INTJ
dpc-1797	286	2	.	.	PUNCT
dpc-1797	287	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	287	2	/	/	SYM
dpc-1797	287	3	j.1365	j.1365	NOUN
dpc-1797	287	4	-	-	PUNCT
dpc-1797	287	5	2230.1991	2230.1991	NUM
dpc-1797	287	6	.	.	PUNCT
dpc-1797	288	1	tb00329.x	tb00329.x	INTJ
dpc-1797	288	2	.	.	PUNCT
dpc-1797	289	1	13	13	NUM
dpc-1797	289	2	.	.	PUNCT
dpc-1797	290	1	keefe	keefe	PROPN
dpc-1797	290	2	m	m	PROPN
dpc-1797	290	3	,	,	PUNCT
dpc-1797	290	4	dick	dick	PROPN
dpc-1797	290	5	dc	dc	PROPN
dpc-1797	290	6	,	,	PUNCT
dpc-1797	290	7	wakeel	wakeel	VERB
dpc-1797	290	8	ra	ra	PROPN
dpc-1797	290	9	.	.	PUNCT
dpc-1797	291	1	a	a	DET
dpc-1797	291	2	study	study	NOUN
dpc-1797	291	3	of	of	ADP
dpc-1797	291	4	the	the	DET
dpc-1797	291	5	value	value	NOUN
dpc-1797	291	6	of	of	ADP
dpc-1797	291	7	the	the	DET
dpc-1797	291	8	seven	seven	NUM
dpc-1797	291	9	-	-	PUNCT
dpc-1797	291	10	point	point	NOUN
dpc-1797	291	11	checklist	checklist	NOUN
dpc-1797	291	12	in	in	ADP
dpc-1797	291	13	distinguishing	distinguish	VERB
dpc-1797	291	14	benign	benign	ADJ
dpc-1797	291	15	pigmented	pigmented	ADJ
dpc-1797	291	16	lesions	lesion	NOUN
dpc-1797	291	17	from	from	ADP
dpc-1797	291	18	melanoma	melanoma	NOUN
dpc-1797	291	19	.	.	PUNCT
dpc-1797	292	1	clin	clin	PROPN
dpc-1797	292	2	exp	exp	NOUN
dpc-1797	292	3	dermatol	dermatol	NOUN
dpc-1797	292	4	.	.	PUNCT
dpc-1797	293	1	1990;15	1990;15	NUM
dpc-1797	293	2	.	.	PUNCT
dpc-1797	293	3	doi:10.1111	doi:10.1111	ADJ
dpc-1797	293	4	/	/	SYM
dpc-1797	293	5	j.1365	j.1365	NOUN
dpc-1797	293	6	-	-	PUNCT
dpc-1797	293	7	2230.1990.tb02064.x	2230.1990.tb02064.x	NUM
dpc-1797	293	8	.	.	PUNCT
dpc-1797	294	1	14	14	NUM
dpc-1797	294	2	.	.	PUNCT
dpc-1797	295	1	nachbar	nachbar	PROPN
dpc-1797	295	2	f	f	PROPN
dpc-1797	295	3	,	,	PUNCT
dpc-1797	295	4	stolz	stolz	PROPN
dpc-1797	295	5	w	w	PROPN
dpc-1797	295	6	,	,	PUNCT
dpc-1797	295	7	merkle	merkle	PROPN
dpc-1797	295	8	t	t	PROPN
dpc-1797	295	9	,	,	PUNCT
dpc-1797	295	10	cognetta	cognetta	PROPN
dpc-1797	295	11	ab	ab	PROPN
dpc-1797	295	12	,	,	PUNCT
dpc-1797	295	13	vogt	vogt	PROPN
dpc-1797	295	14	t	t	PROPN
dpc-1797	295	15	,	,	PUNCT
dpc-1797	295	16	landthaler	landthaler	PROPN
dpc-1797	295	17	m	m	PROPN
dpc-1797	295	18	,	,	PUNCT
dpc-1797	295	19	et	et	PROPN
dpc-1797	295	20	al	al	PROPN
dpc-1797	295	21	.	.	PUNCT
dpc-1797	296	1	the	the	DET
dpc-1797	296	2	abcd	abcd	PROPN
dpc-1797	296	3	rule	rule	NOUN
dpc-1797	296	4	of	of	ADP
dpc-1797	296	5	dermatoscopy	dermatoscopy	NOUN
dpc-1797	296	6	.	.	PUNCT
dpc-1797	297	1	high	high	ADJ
dpc-1797	297	2	prospective	prospective	ADJ
dpc-1797	297	3	value	value	NOUN
dpc-1797	297	4	in	in	ADP
dpc-1797	297	5	the	the	DET
dpc-1797	297	6	diagnosis	diagnosis	NOUN
dpc-1797	297	7	of	of	ADP
dpc-1797	297	8	doubtful	doubtful	ADJ
dpc-1797	297	9	melanocytic	melanocytic	ADJ
dpc-1797	297	10	skin	skin	NOUN
dpc-1797	297	11	lesions	lesion	NOUN
dpc-1797	297	12	.	.	PUNCT
dpc-1797	298	1	j	j	PROPN
dpc-1797	298	2	am	be	AUX
dpc-1797	298	3	acad	acad	ADJ
dpc-1797	298	4	dermatol	dermatol	NOUN
dpc-1797	298	5	.	.	PUNCT
dpc-1797	299	1	1994;30	1994;30	NOUN
dpc-1797	299	2	:	:	PUNCT
dpc-1797	300	1	551–559	551–559	NUM
dpc-1797	300	2	.	.	PUNCT
dpc-1797	300	3	doi	doi	NOUN
dpc-1797	300	4	:	:	PUNCT
dpc-1797	300	5	10.1016	10.1016	NUM
dpc-1797	300	6	/	/	SYM
dpc-1797	300	7	s01909622(94)70061	s01909622(94)70061	PROPN
dpc-1797	300	8	-	-	PUNCT
dpc-1797	300	9	3	3	NUM
dpc-1797	300	10	.	.	NOUN
dpc-1797	300	11	15	15	NUM
dpc-1797	300	12	.	.	PUNCT
dpc-1797	301	1	argenziano	argenziano	ADJ
dpc-1797	301	2	g	g	NOUN
dpc-1797	301	3	,	,	PUNCT
dpc-1797	301	4	fabbrocini	fabbrocini	NOUN
dpc-1797	301	5	g	g	NOUN
dpc-1797	301	6	,	,	PUNCT
dpc-1797	301	7	carli	carli	NOUN
dpc-1797	301	8	p	p	X
dpc-1797	301	9	,	,	PUNCT
dpc-1797	301	10	de	de	PROPN
dpc-1797	301	11	giorgi	giorgi	PROPN
dpc-1797	301	12	v	v	NOUN
dpc-1797	301	13	,	,	PUNCT
dpc-1797	301	14	sammarco	sammarco	NOUN
dpc-1797	301	15	e	e	PROPN
dpc-1797	301	16	,	,	PUNCT
dpc-1797	301	17	delfino	delfino	PROPN
dpc-1797	301	18	m.	m.	NOUN
dpc-1797	301	19	epiluminescence	epiluminescence	NOUN
dpc-1797	301	20	microscopy	microscopy	NOUN
dpc-1797	301	21	for	for	ADP
dpc-1797	301	22	the	the	DET
dpc-1797	301	23	diagnosis	diagnosis	NOUN
dpc-1797	301	24	of	of	ADP
dpc-1797	301	25	doubtful	doubtful	ADJ
dpc-1797	301	26	melanocytic	melanocytic	ADJ
dpc-1797	301	27	skin	skin	NOUN
dpc-1797	301	28	lesions	lesion	NOUN
dpc-1797	301	29	.	.	PUNCT
dpc-1797	302	1	comparison	comparison	NOUN
dpc-1797	302	2	of	of	ADP
dpc-1797	302	3	the	the	DET
dpc-1797	302	4	abcd	abcd	PROPN
dpc-1797	302	5	rule	rule	NOUN
dpc-1797	302	6	of	of	ADP
dpc-1797	302	7	dermatoscopy	dermatoscopy	NOUN
dpc-1797	302	8	and	and	CCONJ
dpc-1797	302	9	a	a	DET
dpc-1797	302	10	new	new	ADJ
dpc-1797	302	11	7	7	NUM
dpc-1797	302	12	-	-	PUNCT
dpc-1797	302	13	point	point	NOUN
dpc-1797	302	14	checklist	checklist	NOUN
dpc-1797	302	15	based	base	VERB
dpc-1797	302	16	on	on	ADP
dpc-1797	302	17	pattern	pattern	NOUN
dpc-1797	302	18	analysis	analysis	NOUN
dpc-1797	302	19	.	.	PUNCT
dpc-1797	303	1	arch	arch	ADJ
dpc-1797	303	2	dermatol	dermatol	NOUN
dpc-1797	303	3	.	.	PUNCT
dpc-1797	304	1	1998;134	1998;134	NUM
dpc-1797	304	2	:	:	PUNCT
dpc-1797	305	1	1563–1570	1563–1570	NUM
dpc-1797	305	2	.	.	PUNCT
dpc-1797	306	1	doi	doi	NOUN
dpc-1797	306	2	:	:	PUNCT
dpc-1797	306	3	10.1001/	10.1001/	NUM
dpc-1797	306	4	archderm.134.12.1563	archderm.134.12.1563	NOUN
dpc-1797	306	5	.	.	PUNCT
dpc-1797	307	1	16	16	NUM
dpc-1797	307	2	.	.	PUNCT
dpc-1797	308	1	ackerman	ackerman	PROPN
dpc-1797	308	2	ab	ab	PROPN
dpc-1797	308	3	.	.	PUNCT
dpc-1797	309	1	no	no	DET
dpc-1797	309	2	one	one	NOUN
dpc-1797	309	3	should	should	AUX
dpc-1797	309	4	die	die	VERB
dpc-1797	309	5	of	of	ADP
dpc-1797	309	6	malignant	malignant	ADJ
dpc-1797	309	7	melanoma	melanoma	NOUN
dpc-1797	309	8	.	.	PUNCT
dpc-1797	310	1	j	j	PROPN
dpc-1797	310	2	am	be	AUX
dpc-1797	310	3	acad	acad	ADJ
dpc-1797	310	4	dermatol	dermatol	NOUN
dpc-1797	310	5	.	.	PUNCT
dpc-1797	311	1	1985;12	1985;12	NUM
dpc-1797	311	2	:	:	PUNCT
dpc-1797	312	1	115–116	115–116	NUM
dpc-1797	312	2	.	.	PUNCT
dpc-1797	312	3	doi	doi	NOUN
dpc-1797	312	4	:	:	PUNCT
dpc-1797	312	5	10.1016	10.1016	NUM
dpc-1797	312	6	/	/	SYM
dpc-1797	312	7	s01909622(85)80242	s01909622(85)80242	NOUN
dpc-1797	312	8	-	-	PUNCT
dpc-1797	312	9	5	5	NUM
dpc-1797	312	10	.	.	NOUN
dpc-1797	312	11	17	17	NUM
dpc-1797	312	12	.	.	PUNCT
dpc-1797	313	1	koga	koga	PROPN
dpc-1797	313	2	h	h	PROPN
dpc-1797	313	3	,	,	PUNCT
dpc-1797	313	4	saida	saida	PROPN
dpc-1797	313	5	t.	t.	PROPN
dpc-1797	313	6	revised	revise	VERB
dpc-1797	313	7	3	3	NUM
dpc-1797	313	8	-	-	PUNCT
dpc-1797	313	9	step	step	NOUN
dpc-1797	313	10	dermoscopic	dermoscopic	ADJ
dpc-1797	313	11	algorithm	algorithm	NOUN
dpc-1797	313	12	for	for	ADP
dpc-1797	313	13	the	the	DET
dpc-1797	313	14	management	management	NOUN
dpc-1797	313	15	of	of	ADP
dpc-1797	313	16	acral	acral	ADJ
dpc-1797	313	17	melanocytic	melanocytic	ADJ
dpc-1797	313	18	lesions	lesion	NOUN
dpc-1797	313	19	.	.	PUNCT
dpc-1797	314	1	arch	arch	ADJ
dpc-1797	314	2	dermatol	dermatol	NOUN
dpc-1797	314	3	.	.	PUNCT
dpc-1797	315	1	2011;147	2011;147	NUM
dpc-1797	315	2	:	:	PUNCT
dpc-1797	316	1	741–743	741–743	NUM
dpc-1797	316	2	.	.	PUNCT
dpc-1797	316	3	doi	doi	NOUN
dpc-1797	316	4	:	:	PUNCT
dpc-1797	316	5	10.1001	10.1001	NUM
dpc-1797	316	6	/	/	SYM
dpc-1797	316	7	archdermatol.2011.136	archdermatol.2011.136	NOUN
dpc-1797	316	8	.	.	PUNCT
dpc-1797	317	1	18	18	NUM
dpc-1797	317	2	.	.	PUNCT
dpc-1797	317	3	benati	benati	PROPN
dpc-1797	317	4	e	e	PROPN
dpc-1797	317	5	,	,	PUNCT
dpc-1797	317	6	ribero	ribero	PROPN
dpc-1797	317	7	s	s	PROPN
dpc-1797	317	8	,	,	PUNCT
dpc-1797	317	9	longo	longo	PROPN
dpc-1797	317	10	c	c	PROPN
dpc-1797	317	11	,	,	PUNCT
dpc-1797	317	12	piana	piana	PROPN
dpc-1797	317	13	s	s	PART
dpc-1797	317	14	,	,	PUNCT
dpc-1797	317	15	puig	puig	PROPN
dpc-1797	317	16	s	s	PROPN
dpc-1797	317	17	,	,	PUNCT
dpc-1797	317	18	carrera	carrera	PROPN
dpc-1797	317	19	c	c	AUX
dpc-1797	317	20	,	,	PUNCT
dpc-1797	317	21	et	et	PROPN
dpc-1797	317	22	al	al	PROPN
dpc-1797	317	23	.	.	PROPN
dpc-1797	318	1	clinical	clinical	ADJ
dpc-1797	318	2	and	and	CCONJ
dpc-1797	318	3	dermoscopic	dermoscopic	ADJ
dpc-1797	318	4	clues	clue	NOUN
dpc-1797	318	5	to	to	PART
dpc-1797	318	6	differentiate	differentiate	VERB
dpc-1797	318	7	pigmented	pigmented	ADJ
dpc-1797	318	8	nail	nail	NOUN
dpc-1797	318	9	bands	band	NOUN
dpc-1797	318	10	:	:	PUNCT
dpc-1797	318	11	an	an	DET
dpc-1797	318	12	international	international	ADJ
dpc-1797	318	13	dermoscopy	dermoscopy	NOUN
dpc-1797	318	14	society	society	NOUN
dpc-1797	318	15	study	study	NOUN
dpc-1797	318	16	.	.	PUNCT
dpc-1797	319	1	j	j	PROPN
dpc-1797	319	2	eur	eur	PROPN
dpc-1797	319	3	acad	acad	PROPN
dpc-1797	319	4	dermatol	dermatol	NOUN
dpc-1797	319	5	venereol	venereol	NOUN
dpc-1797	319	6	.	.	PUNCT
dpc-1797	320	1	2017;31	2017;31	NOUN
dpc-1797	320	2	.	.	PUNCT
dpc-1797	321	1	doi:10.1111	doi:10.1111	PROPN
dpc-1797	321	2	/	/	SYM
dpc-1797	321	3	jdv.13991	jdv.13991	PROPN
dpc-1797	321	4	.	.	PUNCT
dpc-1797	322	1	19	19	NUM
dpc-1797	322	2	.	.	PUNCT
dpc-1797	322	3	abbasi	abbasi	PROPN
dpc-1797	322	4	nr	nr	PROPN
dpc-1797	322	5	,	,	PUNCT
dpc-1797	322	6	shaw	shaw	PROPN
dpc-1797	322	7	hm	hm	PROPN
dpc-1797	322	8	,	,	PUNCT
dpc-1797	322	9	rigel	rigel	PROPN
dpc-1797	322	10	ds	ds	PROPN
dpc-1797	322	11	,	,	PUNCT
dpc-1797	322	12	friedman	friedman	PROPN
dpc-1797	322	13	rj	rj	PROPN
dpc-1797	322	14	,	,	PUNCT
dpc-1797	322	15	mccarthy	mccarthy	PROPN
dpc-1797	322	16	wh	wh	PROPN
dpc-1797	322	17	,	,	PUNCT
dpc-1797	322	18	osman	osman	PROPN
dpc-1797	322	19	i	i	PROPN
dpc-1797	322	20	,	,	PUNCT
dpc-1797	322	21	et	et	PROPN
dpc-1797	322	22	al	al	PROPN
dpc-1797	322	23	.	.	PROPN
dpc-1797	323	1	early	early	ADJ
dpc-1797	323	2	diagnosis	diagnosis	NOUN
dpc-1797	323	3	of	of	ADP
dpc-1797	323	4	cutaneous	cutaneous	ADJ
dpc-1797	323	5	melanoma	melanoma	NOUN
dpc-1797	323	6	:	:	PUNCT
dpc-1797	323	7	revisiting	revisit	VERB
dpc-1797	323	8	the	the	DET
dpc-1797	323	9	abcd	abcd	PROPN
dpc-1797	323	10	criteria	criterion	NOUN
dpc-1797	323	11	.	.	PUNCT
dpc-1797	324	1	jama	jama	PROPN
dpc-1797	324	2	.	.	PUNCT
dpc-1797	325	1	2004;292	2004;292	NUM
dpc-1797	325	2	.	.	PUNCT
dpc-1797	326	1	doi:10.1001/	doi:10.1001/	NOUN
dpc-1797	326	2	jama.292.22.2771	jama.292.22.2771	NOUN
dpc-1797	326	3	.	.	PUNCT
dpc-1797	327	1	20	20	NUM
dpc-1797	327	2	.	.	PUNCT
dpc-1797	327	3	merten	merten	PROPN
dpc-1797	327	4	jw	jw	PROPN
dpc-1797	327	5	,	,	PUNCT
dpc-1797	327	6	hamadi	hamadi	PROPN
dpc-1797	327	7	hy	hy	PROPN
dpc-1797	327	8	,	,	PUNCT
dpc-1797	327	9	king	king	PROPN
dpc-1797	327	10	jl	jl	PROPN
dpc-1797	327	11	.	.	PUNCT
dpc-1797	328	1	cancer	cancer	NOUN
dpc-1797	328	2	risk	risk	NOUN
dpc-1797	328	3	perceptions	perception	NOUN
dpc-1797	328	4	among	among	ADP
dpc-1797	328	5	people	people	NOUN
dpc-1797	328	6	who	who	PRON
dpc-1797	328	7	check	check	VERB
dpc-1797	328	8	their	their	PRON
dpc-1797	328	9	skin	skin	NOUN
dpc-1797	328	10	for	for	ADP
dpc-1797	328	11	skin	skin	NOUN
dpc-1797	328	12	cancer	cancer	NOUN
dpc-1797	328	13	:	:	PUNCT
dpc-1797	328	14	results	result	NOUN
dpc-1797	328	15	from	from	ADP
dpc-1797	328	16	the	the	DET
dpc-1797	328	17	2017	2017	NUM
dpc-1797	328	18	u.s	u.s	PROPN
dpc-1797	328	19	.	.	PROPN
dpc-1797	328	20	health	health	PROPN
dpc-1797	328	21	information	information	PROPN
dpc-1797	328	22	national	national	ADJ
dpc-1797	328	23	trends	trend	NOUN
dpc-1797	328	24	survey	survey	NOUN
dpc-1797	328	25	(	(	PUNCT
dpc-1797	328	26	hints	hint	NOUN
dpc-1797	328	27	)	)	PUNCT
dpc-1797	328	28	.	.	PUNCT
dpc-1797	329	1	j	j	PROPN
dpc-1797	329	2	cancer	cancer	NOUN
dpc-1797	329	3	educ	educ	PROPN
dpc-1797	329	4	.	.	PUNCT
dpc-1797	330	1	2020	2020	NUM
dpc-1797	331	1	[	[	X
dpc-1797	331	2	cited	cite	VERB
dpc-1797	331	3	25	25	NUM
dpc-1797	331	4	apr	apr	NOUN
dpc-1797	331	5	2021	2021	NUM
dpc-1797	331	6	]	]	PUNCT
dpc-1797	331	7	.	.	PUNCT
dpc-1797	332	1	doi:10.1007	doi:10.1007	VERB
dpc-1797	332	2	/	/	SYM
dpc-1797	332	3	s13187020	s13187020	NOUN
dpc-1797	332	4	-	-	PUNCT
dpc-1797	332	5	01880	01880	NUM
dpc-1797	332	6	-	-	SYM
dpc-1797	332	7	5	5	NUM
dpc-1797	332	8	.	.	NUM
dpc-1797	332	9	21	21	NUM
dpc-1797	332	10	.	.	PUNCT
dpc-1797	333	1	paul	paul	PROPN
dpc-1797	333	2	e	e	PROPN
dpc-1797	333	3	,	,	PUNCT
dpc-1797	333	4	henkelmann	henkelmann	ADJ
dpc-1797	333	5	a	a	PRON
dpc-1797	333	6	,	,	PUNCT
dpc-1797	333	7	bödeker	bödeker	PROPN
dpc-1797	333	8	rh	rh	PROPN
dpc-1797	333	9	.	.	PUNCT
dpc-1797	334	1	[	[	X
dpc-1797	334	2	growth	growth	NOUN
dpc-1797	334	3	dynamics	dynamic	NOUN
dpc-1797	334	4	and	and	CCONJ
dpc-1797	334	5	histogenesis	histogenesis	NOUN
dpc-1797	334	6	of	of	ADP
dpc-1797	334	7	malignant	malignant	ADJ
dpc-1797	334	8	melanomas	melanomas	NOUN
dpc-1797	334	9	based	base	VERB
dpc-1797	334	10	on	on	ADP
dpc-1797	334	11	anamnestic	anamnestic	ADJ
dpc-1797	334	12	data	datum	NOUN
dpc-1797	334	13	]	]	PUNCT
dpc-1797	334	14	.	.	PUNCT
dpc-1797	335	1	z	z	NOUN
dpc-1797	335	2	hautkr	hautkr	PROPN
dpc-1797	335	3	.	.	PUNCT
dpc-1797	336	1	1988;63	1988;63	PROPN
dpc-1797	336	2	.	.	PROPN
dpc-1797	336	3	accessed	access	VERB
dpc-1797	336	4	:	:	PUNCT
dpc-1797	336	5	https://pubmed.ncbi.nlm	https://pubmed.ncbi.nlm	X
dpc-1797	336	6	.	.	PUNCT
dpc-1797	337	1	nih.gov/3407262/	nih.gov/3407262/	PROPN
dpc-1797	337	2	22	22	NUM
dpc-1797	337	3	.	.	PUNCT
dpc-1797	338	1	slue	slue	VERB
dpc-1797	338	2	we	we	PRON
dpc-1797	338	3	.	.	PUNCT
dpc-1797	339	1	total	total	ADJ
dpc-1797	339	2	body	body	NOUN
dpc-1797	339	3	photography	photography	NOUN
dpc-1797	339	4	for	for	ADP
dpc-1797	339	5	melanoma	melanoma	NOUN
dpc-1797	339	6	surveillance	surveillance	NOUN
dpc-1797	339	7	.	.	PUNCT
dpc-1797	340	1	n	n	CCONJ
dpc-1797	340	2	y	y	PROPN
dpc-1797	340	3	state	state	PROPN
dpc-1797	340	4	j	j	PROPN
dpc-1797	340	5	med	me	VERB
dpc-1797	340	6	.	.	PUNCT
dpc-1797	341	1	1992;92	1992;92	NUM
dpc-1797	341	2	.	.	PUNCT
dpc-1797	342	1	accessed	access	VERB
dpc-1797	342	2	:	:	PUNCT
dpc-1797	342	3	https://pubmed.ncbi.nlm	https://pubmed.ncbi.nlm	X
dpc-1797	342	4	.	.	PUNCT
dpc-1797	343	1	nih.gov/1488206/	nih.gov/1488206/	ADV
dpc-1797	343	2	23	23	NUM
dpc-1797	343	3	.	.	PUNCT
dpc-1797	344	1	halpern	halpern	PROPN
dpc-1797	344	2	ac	ac	PROPN
dpc-1797	344	3	.	.	PUNCT
dpc-1797	345	1	total	total	ADJ
dpc-1797	345	2	body	body	NOUN
dpc-1797	345	3	skin	skin	NOUN
dpc-1797	345	4	imaging	imaging	NOUN
dpc-1797	345	5	as	as	ADP
dpc-1797	345	6	an	an	DET
dpc-1797	345	7	aid	aid	NOUN
dpc-1797	345	8	to	to	ADP
dpc-1797	345	9	melanoma	melanoma	PROPN
dpc-1797	345	10	detection	detection	NOUN
dpc-1797	345	11	.	.	PUNCT
dpc-1797	346	1	semin	semin	PROPN
dpc-1797	346	2	cutan	cutan	PROPN
dpc-1797	346	3	med	med	PROPN
dpc-1797	346	4	surg	surg	NOUN
dpc-1797	346	5	.	.	PUNCT
dpc-1797	347	1	2003;22	2003;22	X
dpc-1797	347	2	.	.	PUNCT
dpc-1797	348	1	doi:10.1053/	doi:10.1053/	PROPN
dpc-1797	348	2	sder.2003.50000	sder.2003.50000	PROPN
dpc-1797	348	3	.	.	PROPN
dpc-1797	349	1	24	24	NUM
dpc-1797	349	2	.	.	PUNCT
dpc-1797	349	3	feit	feit	PROPN
dpc-1797	349	4	ne	ne	PROPN
dpc-1797	349	5	,	,	PUNCT
dpc-1797	349	6	dusza	dusza	PROPN
dpc-1797	349	7	sw	sw	PROPN
dpc-1797	349	8	,	,	PUNCT
dpc-1797	349	9	marghoob	marghoob	VERB
dpc-1797	349	10	aa	aa	NOUN
dpc-1797	349	11	.	.	PUNCT
dpc-1797	350	1	melanomas	melanoma	NOUN
dpc-1797	350	2	detected	detect	VERB
dpc-1797	350	3	with	with	ADP
dpc-1797	350	4	the	the	DET
dpc-1797	350	5	aid	aid	NOUN
dpc-1797	350	6	of	of	ADP
dpc-1797	350	7	total	total	ADJ
dpc-1797	350	8	cutaneous	cutaneous	ADJ
dpc-1797	350	9	photography	photography	NOUN
dpc-1797	350	10	.	.	PUNCT
dpc-1797	351	1	br	br	PROPN
dpc-1797	351	2	j	j	PROPN
dpc-1797	351	3	dermatol	dermatol	NOUN
dpc-1797	351	4	.	.	PUNCT
dpc-1797	352	1	2004;150	2004;150	NUM
dpc-1797	352	2	.	.	PUNCT
dpc-1797	353	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	353	2	/	/	SYM
dpc-1797	353	3	j.0007	j.0007	NOUN
dpc-1797	353	4	-	-	PUNCT
dpc-1797	353	5	0963.2004.05892.x	0963.2004.05892.x	NOUN
dpc-1797	353	6	.	.	PUNCT
dpc-1797	354	1	25	25	NUM
dpc-1797	354	2	.	.	PUNCT
dpc-1797	354	3	deinlein	deinlein	PROPN
dpc-1797	354	4	t	t	PROPN
dpc-1797	354	5	,	,	PUNCT
dpc-1797	354	6	michor	michor	PROPN
dpc-1797	354	7	c	c	PROPN
dpc-1797	354	8	,	,	PUNCT
dpc-1797	354	9	hofmann	hofmann	PROPN
dpc-1797	354	10	-	-	PUNCT
dpc-1797	354	11	wellenhof	wellenhof	NOUN
dpc-1797	354	12	r	r	NOUN
dpc-1797	354	13	,	,	PUNCT
dpc-1797	354	14	schmid	schmid	PROPN
dpc-1797	354	15	-	-	PROPN
dpc-1797	354	16	zalaudek	zalaudek	PROPN
dpc-1797	354	17	k	k	PROPN
dpc-1797	354	18	,	,	PUNCT
dpc-1797	354	19	fink	fink	NOUN
dpc-1797	354	20	-	-	PUNCT
dpc-1797	354	21	puches	puche	NOUN
dpc-1797	354	22	r.	r.	VERB
dpc-1797	354	23	the	the	DET
dpc-1797	354	24	importance	importance	NOUN
dpc-1797	354	25	of	of	ADP
dpc-1797	354	26	total	total	ADJ
dpc-1797	354	27	-	-	PUNCT
dpc-1797	354	28	body	body	NOUN
dpc-1797	354	29	photography	photography	NOUN
dpc-1797	354	30	and	and	CCONJ
dpc-1797	354	31	sequential	sequential	ADJ
dpc-1797	354	32	digital	digital	ADJ
dpc-1797	354	33	dermatoscopy	dermatoscopy	NOUN
dpc-1797	354	34	for	for	ADP
dpc-1797	354	35	monitoring	monitor	VERB
dpc-1797	354	36	patients	patient	NOUN
dpc-1797	354	37	at	at	ADP
dpc-1797	354	38	increased	increase	VERB
dpc-1797	354	39	melanoma	melanoma	NOUN
dpc-1797	354	40	risk	risk	NOUN
dpc-1797	354	41	.	.	PUNCT
dpc-1797	355	1	j	j	PROPN
dpc-1797	355	2	dtsch	dtsch	PROPN
dpc-1797	355	3	dermatol	dermatol	NOUN
dpc-1797	355	4	ges	ge	NOUN
dpc-1797	355	5	.	.	PROPN
dpc-1797	356	1	2020;18	2020;18	X
dpc-1797	356	2	.	.	PUNCT
dpc-1797	357	1	doi:10.1111	doi:10.1111	NOUN
dpc-1797	357	2	/	/	SYM
dpc-1797	357	3	ddg.14158	ddg.14158	PROPN
dpc-1797	357	4	.	.	PUNCT
dpc-1797	358	1	26	26	NUM
dpc-1797	358	2	.	.	PUNCT
dpc-1797	359	1	ji	ji	PROPN
dpc-1797	359	2	-	-	PROPN
dpc-1797	359	3	xu	xu	PROPN
dpc-1797	359	4	a	a	PROPN
dpc-1797	359	5	,	,	PUNCT
dpc-1797	359	6	dinnes	dinnes	PROPN
dpc-1797	359	7	j	j	PROPN
dpc-1797	359	8	,	,	PUNCT
dpc-1797	359	9	matin	matin	PROPN
dpc-1797	359	10	rn	rn	PROPN
dpc-1797	359	11	.	.	PROPN
dpc-1797	359	12	total	total	ADJ
dpc-1797	359	13	body	body	NOUN
dpc-1797	359	14	photography	photography	NOUN
dpc-1797	359	15	for	for	ADP
dpc-1797	359	16	the	the	DET
dpc-1797	359	17	diagnosis	diagnosis	NOUN
dpc-1797	359	18	of	of	ADP
dpc-1797	359	19	cutaneous	cutaneous	ADJ
dpc-1797	359	20	melanoma	melanoma	NOUN
dpc-1797	359	21	in	in	ADP
dpc-1797	359	22	adults	adult	NOUN
dpc-1797	359	23	:	:	PUNCT
dpc-1797	359	24	a	a	DET
dpc-1797	359	25	systematic	systematic	ADJ
dpc-1797	359	26	review	review	NOUN
dpc-1797	359	27	and	and	CCONJ
dpc-1797	359	28	meta	meta	ADJ
dpc-1797	359	29	-	-	PUNCT
dpc-1797	359	30	analysis	analysis	NOUN
dpc-1797	359	31	.	.	PUNCT
dpc-1797	360	1	br	br	PROPN
dpc-1797	360	2	j	j	PROPN
dpc-1797	360	3	dermatol	dermatol	NOUN
dpc-1797	360	4	.	.	PUNCT
dpc-1797	361	1	2020	2020	NUM
dpc-1797	361	2	.	.	PUNCT
dpc-1797	362	1	doi:10.1111	doi:10.1111	NOUN
dpc-1797	362	2	/	/	SYM
dpc-1797	362	3	bjd.19759	bjd.19759	NOUN
dpc-1797	362	4	.	.	PUNCT
dpc-1797	363	1	27	27	NUM
dpc-1797	363	2	.	.	PUNCT
dpc-1797	364	1	kittler	kittler	PROPN
dpc-1797	364	2	h.	h.	PROPN
dpc-1797	364	3	total	total	ADJ
dpc-1797	364	4	body	body	NOUN
dpc-1797	364	5	photography	photography	NOUN
dpc-1797	364	6	for	for	ADP
dpc-1797	364	7	secondary	secondary	ADJ
dpc-1797	364	8	prevention	prevention	NOUN
dpc-1797	364	9	of	of	ADP
dpc-1797	364	10	melanoma	melanoma	NOUN
dpc-1797	364	11	.	.	PUNCT
dpc-1797	365	1	br	br	PROPN
dpc-1797	365	2	j	j	PROPN
dpc-1797	365	3	dermatol	dermatol	NOUN
dpc-1797	365	4	.	.	PUNCT
dpc-1797	366	1	2021	2021	NUM
dpc-1797	366	2	.	.	PUNCT
dpc-1797	367	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	367	2	/	/	SYM
dpc-1797	367	3	bjd.20058	bjd.20058	NOUN
dpc-1797	367	4	.	.	NOUN
dpc-1797	367	5	28	28	NUM
dpc-1797	367	6	.	.	PUNCT
dpc-1797	368	1	grob	grob	PROPN
dpc-1797	368	2	jj	jj	PROPN
dpc-1797	368	3	,	,	PUNCT
dpc-1797	368	4	bonerandi	bonerandi	PROPN
dpc-1797	368	5	jj	jj	PROPN
dpc-1797	368	6	.	.	PUNCT
dpc-1797	369	1	the	the	DET
dpc-1797	369	2	“	"	PUNCT
dpc-1797	369	3	ugly	ugly	ADJ
dpc-1797	369	4	duckling	duckling	NOUN
dpc-1797	369	5	”	"	PUNCT
dpc-1797	369	6	sign	sign	NOUN
dpc-1797	369	7	:	:	PUNCT
dpc-1797	369	8	identification	identification	NOUN
dpc-1797	369	9	of	of	ADP
dpc-1797	369	10	the	the	DET
dpc-1797	369	11	common	common	ADJ
dpc-1797	369	12	characteristics	characteristic	NOUN
dpc-1797	369	13	of	of	ADP
dpc-1797	369	14	nevi	nevi	NOUN
dpc-1797	369	15	in	in	ADP
dpc-1797	369	16	an	an	DET
dpc-1797	369	17	individual	individual	NOUN
dpc-1797	369	18	as	as	ADP
dpc-1797	369	19	a	a	DET
dpc-1797	369	20	basis	basis	NOUN
dpc-1797	369	21	for	for	ADP
dpc-1797	369	22	melanoma	melanoma	NOUN
dpc-1797	369	23	screening	screening	NOUN
dpc-1797	369	24	.	.	PUNCT
dpc-1797	370	1	archives	archive	NOUN
dpc-1797	370	2	of	of	ADP
dpc-1797	370	3	dermatology	dermatology	NOUN
dpc-1797	370	4	.	.	PUNCT
dpc-1797	371	1	1998	1998	NUM
dpc-1797	371	2	.	.	PUNCT
dpc-1797	372	1	pp	pp	ADV
dpc-1797	372	2	.	.	PUNCT
dpc-1797	373	1	103–104	103–104	X
dpc-1797	373	2	.	.	PUNCT
dpc-1797	374	1	doi	doi	NOUN
dpc-1797	374	2	:	:	PUNCT
dpc-1797	374	3	10.1001	10.1001	NUM
dpc-1797	374	4	/	/	SYM
dpc-1797	374	5	archderm.134.1.103	archderm.134.1.103	NOUN
dpc-1797	374	6	-	-	NOUN
dpc-1797	374	7	a.	a.	NOUN
dpc-1797	374	8	29	29	NUM
dpc-1797	374	9	.	.	PUNCT
dpc-1797	375	1	argenziano	argenziano	VERB
dpc-1797	375	2	g	g	NOUN
dpc-1797	375	3	,	,	PUNCT
dpc-1797	375	4	catricalà	catricalà	VERB
dpc-1797	375	5	c	c	PROPN
dpc-1797	375	6	,	,	PUNCT
dpc-1797	375	7	ardigo	ardigo	PROPN
dpc-1797	375	8	m	m	PROPN
dpc-1797	375	9	,	,	PUNCT
dpc-1797	375	10	buccini	buccini	NOUN
dpc-1797	375	11	p	p	X
dpc-1797	375	12	,	,	PUNCT
dpc-1797	375	13	de	de	X
dpc-1797	375	14	simone	simone	NOUN
dpc-1797	375	15	p	p	NOUN
dpc-1797	375	16	,	,	PUNCT
dpc-1797	375	17	eibenschutz	eibenschutz	ADJ
dpc-1797	375	18	l	l	NOUN
dpc-1797	375	19	,	,	PUNCT
dpc-1797	375	20	et	et	PROPN
dpc-1797	375	21	al	al	PROPN
dpc-1797	375	22	.	.	PROPN
dpc-1797	375	23	dermoscopy	dermoscopy	NOUN
dpc-1797	375	24	of	of	ADP
dpc-1797	375	25	patients	patient	NOUN
dpc-1797	375	26	with	with	ADP
dpc-1797	375	27	multiple	multiple	ADJ
dpc-1797	375	28	nevi	nevi	NOUN
dpc-1797	375	29	:	:	PUNCT
dpc-1797	375	30	improved	improved	ADJ
dpc-1797	375	31	management	management	NOUN
dpc-1797	375	32	recommendations	recommendation	NOUN
dpc-1797	375	33	using	use	VERB
dpc-1797	375	34	a	a	DET
dpc-1797	375	35	comparative	comparative	ADJ
dpc-1797	375	36	diagnostic	diagnostic	ADJ
dpc-1797	375	37	approach	approach	NOUN
dpc-1797	375	38	.	.	PUNCT
dpc-1797	376	1	arch	arch	ADJ
dpc-1797	376	2	dermatol	dermatol	NOUN
dpc-1797	376	3	.	.	PUNCT
dpc-1797	377	1	2011;147	2011;147	NUM
dpc-1797	377	2	:	:	PUNCT
dpc-1797	378	1	46–49	46–49	NUM
dpc-1797	378	2	.	.	PUNCT
dpc-1797	379	1	doi	doi	NOUN
dpc-1797	379	2	:	:	PUNCT
dpc-1797	379	3	10.1001	10.1001	NUM
dpc-1797	379	4	/	/	SYM
dpc-1797	379	5	archdermatol.2010.389	archdermatol.2010.389	NOUN
dpc-1797	379	6	.	.	PROPN
dpc-1797	379	7	30	30	NUM
dpc-1797	379	8	.	.	PUNCT
dpc-1797	380	1	soenksen	soenksen	PROPN
dpc-1797	380	2	lr	lr	NOUN
dpc-1797	380	3	,	,	PUNCT
dpc-1797	380	4	kassis	kassis	NOUN
dpc-1797	380	5	t	t	PROPN
dpc-1797	380	6	,	,	PUNCT
dpc-1797	380	7	conover	conover	PROPN
dpc-1797	380	8	st	st	PROPN
dpc-1797	380	9	,	,	PUNCT
dpc-1797	380	10	marti	marti	PROPN
dpc-1797	380	11	-	-	PUNCT
dpc-1797	380	12	fuster	fuster	PROPN
dpc-1797	380	13	b	b	PROPN
dpc-1797	380	14	,	,	PUNCT
dpc-1797	380	15	birkenfeld	birkenfeld	ADJ
dpc-1797	380	16	js	js	ADJ
dpc-1797	380	17	,	,	PUNCT
dpc-1797	380	18	tucker	tucker	PROPN
dpc-1797	380	19	-	-	PUNCT
dpc-1797	380	20	schwartz	schwartz	PROPN
dpc-1797	380	21	j	j	PROPN
dpc-1797	380	22	,	,	PUNCT
dpc-1797	380	23	et	et	PROPN
dpc-1797	380	24	al	al	PROPN
dpc-1797	380	25	.	.	PUNCT
dpc-1797	381	1	using	use	VERB
dpc-1797	381	2	deep	deep	ADJ
dpc-1797	381	3	learning	learning	NOUN
dpc-1797	381	4	for	for	ADP
dpc-1797	381	5	dermatologist	dermatologist	NOUN
dpc-1797	381	6	-	-	PUNCT
dpc-1797	381	7	level	level	NOUN
dpc-1797	381	8	detection	detection	NOUN
dpc-1797	381	9	of	of	ADP
dpc-1797	381	10	suspicious	suspicious	ADJ
dpc-1797	381	11	pigmented	pigmented	ADJ
dpc-1797	381	12	skin	skin	NOUN
dpc-1797	381	13	lesions	lesion	NOUN
dpc-1797	381	14	from	from	ADP
dpc-1797	381	15	wide	wide	ADJ
dpc-1797	381	16	-	-	PUNCT
dpc-1797	381	17	field	field	NOUN
dpc-1797	381	18	images	image	NOUN
dpc-1797	381	19	.	.	PUNCT
dpc-1797	382	1	sci	sci	PROPN
dpc-1797	382	2	transl	transl	PROPN
dpc-1797	382	3	med	med	PROPN
dpc-1797	382	4	.	.	PUNCT
dpc-1797	383	1	2021;13	2021;13	NUM
dpc-1797	383	2	.	.	PUNCT
dpc-1797	383	3	doi:10.1126	doi:10.1126	PROPN
dpc-1797	383	4	/	/	SYM
dpc-1797	383	5	scitranslmed.abb3652	scitranslmed.abb3652	PROPN
dpc-1797	383	6	.	.	PUNCT
dpc-1797	383	7	8	8	NUM
dpc-1797	383	8	review	review	NOUN
dpc-1797	383	9	|	|	ADV
dpc-1797	383	10	dermatol	dermatol	ADJ
dpc-1797	383	11	pract	pract	NOUN
dpc-1797	383	12	concept	concept	NOUN
dpc-1797	383	13	.	.	PUNCT
dpc-1797	384	1	2021	2021	NUM
dpc-1797	384	2	;	;	PUNCT
dpc-1797	384	3	11(s1	11(s1	NUM
dpc-1797	384	4	):	):	PUNCT
dpc-1797	384	5	e2021163s	e2021163s	PROPN
dpc-1797	384	6	31	31	NUM
dpc-1797	384	7	.	.	PUNCT
dpc-1797	385	1	pehamberger	pehamberger	ADJ
dpc-1797	385	2	h	h	PROPN
dpc-1797	385	3	,	,	PUNCT
dpc-1797	385	4	steiner	steiner	PROPN
dpc-1797	385	5	a	a	PROPN
dpc-1797	385	6	,	,	PUNCT
dpc-1797	385	7	wolff	wolff	PROPN
dpc-1797	385	8	k.	k.	PROPN
dpc-1797	385	9	in	in	ADP
dpc-1797	385	10	vivo	vivo	ADJ
dpc-1797	385	11	epiluminescence	epiluminescence	NOUN
dpc-1797	385	12	microscopy	microscopy	NOUN
dpc-1797	385	13	of	of	ADP
dpc-1797	385	14	pigmented	pigmented	ADJ
dpc-1797	385	15	skin	skin	NOUN
dpc-1797	385	16	lesions	lesion	NOUN
dpc-1797	385	17	.	.	PUNCT
dpc-1797	386	1	i.	i.	NOUN
dpc-1797	386	2	pattern	pattern	NOUN
dpc-1797	386	3	analysis	analysis	NOUN
dpc-1797	386	4	of	of	ADP
dpc-1797	386	5	pigmented	pigmented	ADJ
dpc-1797	386	6	skin	skin	NOUN
dpc-1797	386	7	lesions	lesion	NOUN
dpc-1797	386	8	.	.	PUNCT
dpc-1797	387	1	j	j	PROPN
dpc-1797	387	2	am	be	AUX
dpc-1797	387	3	acad	acad	ADJ
dpc-1797	387	4	dermatol	dermatol	NOUN
dpc-1797	387	5	.	.	PUNCT
dpc-1797	388	1	1987;17	1987;17	NUM
dpc-1797	388	2	:	:	PUNCT
dpc-1797	389	1	571–583	571–583	NUM
dpc-1797	389	2	.	.	PUNCT
dpc-1797	390	1	doi	doi	NOUN
dpc-1797	390	2	:	:	PUNCT
dpc-1797	390	3	10.1016	10.1016	NUM
dpc-1797	390	4	/	/	SYM
dpc-1797	390	5	s0190	s0190	VERB
dpc-1797	390	6	-	-	PUNCT
dpc-1797	390	7	9622(87)70239	9622(87)70239	NUM
dpc-1797	390	8	-	-	PUNCT
dpc-1797	390	9	4	4	NUM
dpc-1797	390	10	.	.	NOUN
dpc-1797	390	11	32	32	NUM
dpc-1797	390	12	.	.	PUNCT
dpc-1797	391	1	menzies	menzies	PROPN
dpc-1797	391	2	sw	sw	PROPN
dpc-1797	391	3	.	.	PUNCT
dpc-1797	392	1	an	an	DET
dpc-1797	392	2	atlas	atlas	PROPN
dpc-1797	392	3	of	of	ADP
dpc-1797	392	4	surface	surface	NOUN
dpc-1797	392	5	microscopy	microscopy	NOUN
dpc-1797	392	6	of	of	ADP
dpc-1797	392	7	pigmented	pigmented	ADJ
dpc-1797	392	8	skin	skin	NOUN
dpc-1797	392	9	lesions	lesion	NOUN
dpc-1797	392	10	:	:	PUNCT
dpc-1797	392	11	dermoscopy	dermoscopy	NOUN
dpc-1797	392	12	.	.	PUNCT
dpc-1797	393	1	mcgraw	mcgraw	PROPN
dpc-1797	393	2	hill	hill	PROPN
dpc-1797	393	3	professional	professional	PROPN
dpc-1797	393	4	;	;	PUNCT
dpc-1797	393	5	2003	2003	NUM
dpc-1797	393	6	.	.	PUNCT
dpc-1797	394	1	33	33	NUM
dpc-1797	394	2	.	.	PUNCT
dpc-1797	395	1	henning	henning	PROPN
dpc-1797	395	2	js	js	PROPN
dpc-1797	395	3	,	,	PUNCT
dpc-1797	395	4	dusza	dusza	PROPN
dpc-1797	395	5	sw	sw	PROPN
dpc-1797	395	6	,	,	PUNCT
dpc-1797	395	7	wang	wang	PROPN
dpc-1797	395	8	sq	sq	PROPN
dpc-1797	395	9	,	,	PUNCT
dpc-1797	395	10	marghoob	marghoob	VERB
dpc-1797	395	11	aa	aa	NOUN
dpc-1797	395	12	,	,	PUNCT
dpc-1797	395	13	rabinovitz	rabinovitz	VERB
dpc-1797	395	14	hs	hs	PROPN
dpc-1797	395	15	,	,	PUNCT
dpc-1797	395	16	polsky	polsky	PROPN
dpc-1797	395	17	d	d	PROPN
dpc-1797	395	18	,	,	PUNCT
dpc-1797	395	19	et	et	PROPN
dpc-1797	395	20	al	al	PROPN
dpc-1797	395	21	.	.	PUNCT
dpc-1797	396	1	the	the	DET
dpc-1797	396	2	cash	cash	NOUN
dpc-1797	396	3	(	(	PUNCT
dpc-1797	396	4	color	color	NOUN
dpc-1797	396	5	,	,	PUNCT
dpc-1797	396	6	architecture	architecture	NOUN
dpc-1797	396	7	,	,	PUNCT
dpc-1797	396	8	symmetry	symmetry	NOUN
dpc-1797	396	9	,	,	PUNCT
dpc-1797	396	10	and	and	CCONJ
dpc-1797	396	11	homogeneity	homogeneity	NOUN
dpc-1797	396	12	)	)	PUNCT
dpc-1797	396	13	algorithm	algorithm	NOUN
dpc-1797	396	14	for	for	ADP
dpc-1797	396	15	dermoscopy	dermoscopy	NOUN
dpc-1797	396	16	.	.	PUNCT
dpc-1797	397	1	j	j	PROPN
dpc-1797	397	2	am	be	AUX
dpc-1797	397	3	acad	acad	ADJ
dpc-1797	397	4	dermatol	dermatol	NOUN
dpc-1797	397	5	.	.	PUNCT
dpc-1797	398	1	2007;56	2007;56	NUM
dpc-1797	398	2	:	:	PUNCT
dpc-1797	399	1	45–52	45–52	NUM
dpc-1797	399	2	.	.	PUNCT
dpc-1797	400	1	doi	doi	NOUN
dpc-1797	400	2	:	:	PUNCT
dpc-1797	400	3	10.1016	10.1016	NUM
dpc-1797	400	4	/	/	SYM
dpc-1797	400	5	j.jaad.2006.09.003	j.jaad.2006.09.003	NOUN
dpc-1797	400	6	.	.	PROPN
dpc-1797	401	1	34	34	NUM
dpc-1797	401	2	.	.	PUNCT
dpc-1797	402	1	rosendahl	rosendahl	PROPN
dpc-1797	402	2	c	c	PROPN
dpc-1797	402	3	,	,	PUNCT
dpc-1797	402	4	tschandl	tschandl	NOUN
dpc-1797	402	5	p	p	NOUN
dpc-1797	402	6	,	,	PUNCT
dpc-1797	402	7	cameron	cameron	PROPN
dpc-1797	402	8	a	a	PROPN
dpc-1797	402	9	,	,	PUNCT
dpc-1797	402	10	kittler	kittler	NOUN
dpc-1797	402	11	h.	h.	PROPN
dpc-1797	402	12	diagnostic	diagnostic	ADJ
dpc-1797	402	13	accuracy	accuracy	NOUN
dpc-1797	402	14	of	of	ADP
dpc-1797	402	15	dermatoscopy	dermatoscopy	NOUN
dpc-1797	402	16	for	for	ADP
dpc-1797	402	17	melanocytic	melanocytic	ADJ
dpc-1797	402	18	and	and	CCONJ
dpc-1797	402	19	nonmelanocytic	nonmelanocytic	ADJ
dpc-1797	402	20	pigmented	pigmented	ADJ
dpc-1797	402	21	lesions	lesion	NOUN
dpc-1797	402	22	.	.	PUNCT
dpc-1797	403	1	j	j	PROPN
dpc-1797	403	2	am	be	AUX
dpc-1797	403	3	acad	acad	ADJ
dpc-1797	403	4	dermatol	dermatol	NOUN
dpc-1797	403	5	.	.	PUNCT
dpc-1797	404	1	2011;64	2011;64	NUM
dpc-1797	404	2	:	:	PUNCT
dpc-1797	404	3	1068–1073	1068–1073	NUM
dpc-1797	404	4	.	.	PUNCT
dpc-1797	405	1	doi	doi	NOUN
dpc-1797	405	2	:	:	PUNCT
dpc-1797	405	3	10.1016	10.1016	NUM
dpc-1797	405	4	/	/	SYM
dpc-1797	405	5	j.jaad.2010.03.039	j.jaad.2010.03.039	NOUN
dpc-1797	405	6	.	.	PROPN
dpc-1797	406	1	35	35	NUM
dpc-1797	406	2	.	.	PUNCT
dpc-1797	407	1	kittler	kittler	PROPN
dpc-1797	407	2	h	h	PROPN
dpc-1797	407	3	,	,	PUNCT
dpc-1797	407	4	pehamberger	pehamberger	ADJ
dpc-1797	407	5	h	h	NOUN
dpc-1797	407	6	,	,	PUNCT
dpc-1797	407	7	wolff	wolff	PROPN
dpc-1797	407	8	k	k	PROPN
dpc-1797	407	9	,	,	PUNCT
dpc-1797	407	10	binder	binder	NOUN
dpc-1797	407	11	m.	m.	NOUN
dpc-1797	407	12	diagnostic	diagnostic	ADJ
dpc-1797	407	13	accuracy	accuracy	NOUN
dpc-1797	407	14	of	of	ADP
dpc-1797	407	15	dermoscopy	dermoscopy	NOUN
dpc-1797	407	16	.	.	PUNCT
dpc-1797	408	1	lancet	lancet	PROPN
dpc-1797	408	2	oncol	oncol	PROPN
dpc-1797	408	3	.	.	PUNCT
dpc-1797	409	1	2002;3	2002;3	NUM
dpc-1797	409	2	:	:	PUNCT
dpc-1797	410	1	159–165	159–165	NUM
dpc-1797	410	2	.	.	PUNCT
dpc-1797	410	3	doi	doi	NOUN
dpc-1797	410	4	:	:	PUNCT
dpc-1797	410	5	10.1016	10.1016	NUM
dpc-1797	410	6	/	/	SYM
dpc-1797	410	7	s1470	s1470	PROPN
dpc-1797	410	8	-	-	PUNCT
dpc-1797	410	9	2045(02)00679	2045(02)00679	NUM
dpc-1797	410	10	-	-	PUNCT
dpc-1797	410	11	4	4	NUM
dpc-1797	410	12	.	.	NUM
dpc-1797	410	13	36	36	NUM
dpc-1797	410	14	.	.	PUNCT
dpc-1797	411	1	bafounta	bafounta	PROPN
dpc-1797	411	2	ml	ml	PROPN
dpc-1797	411	3	,	,	PUNCT
dpc-1797	411	4	beauchet	beauchet	NOUN
dpc-1797	411	5	a	a	PRON
dpc-1797	411	6	,	,	PUNCT
dpc-1797	411	7	aegerter	aegerter	ADP
dpc-1797	411	8	p	p	X
dpc-1797	411	9	,	,	PUNCT
dpc-1797	411	10	saiag	saiag	SCONJ
dpc-1797	411	11	p.	p.	PROPN
dpc-1797	411	12	is	be	AUX
dpc-1797	411	13	dermoscopy	dermoscopy	NOUN
dpc-1797	411	14	(	(	PUNCT
dpc-1797	411	15	epiluminescence	epiluminescence	NOUN
dpc-1797	411	16	microscopy	microscopy	NOUN
dpc-1797	411	17	)	)	PUNCT
dpc-1797	411	18	useful	useful	ADJ
dpc-1797	411	19	for	for	ADP
dpc-1797	411	20	the	the	DET
dpc-1797	411	21	diagnosis	diagnosis	NOUN
dpc-1797	411	22	of	of	ADP
dpc-1797	411	23	melanoma	melanoma	NOUN
dpc-1797	411	24	?	?	PUNCT
dpc-1797	412	1	results	result	NOUN
dpc-1797	412	2	of	of	ADP
dpc-1797	412	3	a	a	DET
dpc-1797	412	4	meta	meta	ADJ
dpc-1797	412	5	-	-	PUNCT
dpc-1797	412	6	analysis	analysis	NOUN
dpc-1797	412	7	using	use	VERB
dpc-1797	412	8	techniques	technique	NOUN
dpc-1797	412	9	adapted	adapt	VERB
dpc-1797	412	10	to	to	ADP
dpc-1797	412	11	the	the	DET
dpc-1797	412	12	evaluation	evaluation	NOUN
dpc-1797	412	13	of	of	ADP
dpc-1797	412	14	diagnostic	diagnostic	ADJ
dpc-1797	412	15	tests	test	NOUN
dpc-1797	412	16	.	.	PUNCT
dpc-1797	413	1	arch	arch	ADJ
dpc-1797	413	2	dermatol	dermatol	NOUN
dpc-1797	413	3	.	.	PUNCT
dpc-1797	414	1	2001;137	2001;137	NUM
dpc-1797	414	2	.	.	PUNCT
dpc-1797	415	1	doi:10.1001	doi:10.1001	PROPN
dpc-1797	415	2	/	/	SYM
dpc-1797	415	3	archderm.137.10.1343	archderm.137.10.1343	PROPN
dpc-1797	415	4	.	.	PUNCT
dpc-1797	416	1	37	37	NUM
dpc-1797	416	2	.	.	PUNCT
dpc-1797	417	1	vestergaard	vestergaard	PROPN
dpc-1797	417	2	me	i	PRON
dpc-1797	417	3	,	,	PUNCT
dpc-1797	418	1	macaskill	macaskill	PROPN
dpc-1797	418	2	p	p	PROPN
dpc-1797	418	3	,	,	PUNCT
dpc-1797	418	4	holt	holt	PROPN
dpc-1797	418	5	pe	pe	PROPN
dpc-1797	418	6	,	,	PUNCT
dpc-1797	418	7	menzies	menzies	PROPN
dpc-1797	418	8	sw	sw	PROPN
dpc-1797	418	9	.	.	PROPN
dpc-1797	418	10	dermoscopy	dermoscopy	PROPN
dpc-1797	418	11	compared	compare	VERB
dpc-1797	418	12	with	with	ADP
dpc-1797	418	13	naked	naked	ADJ
dpc-1797	418	14	eye	eye	NOUN
dpc-1797	418	15	examination	examination	NOUN
dpc-1797	418	16	for	for	ADP
dpc-1797	418	17	the	the	DET
dpc-1797	418	18	diagnosis	diagnosis	NOUN
dpc-1797	418	19	of	of	ADP
dpc-1797	418	20	primary	primary	ADJ
dpc-1797	418	21	melanoma	melanoma	NOUN
dpc-1797	418	22	:	:	PUNCT
dpc-1797	418	23	a	a	DET
dpc-1797	418	24	meta	meta	ADJ
dpc-1797	418	25	-	-	PUNCT
dpc-1797	418	26	analysis	analysis	NOUN
dpc-1797	418	27	of	of	ADP
dpc-1797	418	28	studies	study	NOUN
dpc-1797	418	29	performed	perform	VERB
dpc-1797	418	30	in	in	ADP
dpc-1797	418	31	a	a	DET
dpc-1797	418	32	clinical	clinical	ADJ
dpc-1797	418	33	setting	setting	NOUN
dpc-1797	418	34	.	.	PUNCT
dpc-1797	419	1	br	br	PROPN
dpc-1797	419	2	j	j	PROPN
dpc-1797	419	3	dermatol	dermatol	NOUN
dpc-1797	419	4	.	.	PUNCT
dpc-1797	420	1	2008;159	2008;159	PROPN
dpc-1797	420	2	.	.	PUNCT
dpc-1797	421	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	421	2	/	/	SYM
dpc-1797	421	3	j.13652133.2008.08713.x	j.13652133.2008.08713.x	PROPN
dpc-1797	421	4	.	.	PUNCT
dpc-1797	422	1	38	38	NUM
dpc-1797	422	2	.	.	PUNCT
dpc-1797	423	1	argenziano	argenziano	PROPN
dpc-1797	423	2	g	g	PROPN
dpc-1797	423	3	,	,	PUNCT
dpc-1797	423	4	soyer	soyer	PROPN
dpc-1797	423	5	hp	hp	PROPN
dpc-1797	423	6	,	,	PUNCT
dpc-1797	423	7	chimenti	chimenti	PROPN
dpc-1797	423	8	s	s	PROPN
dpc-1797	423	9	,	,	PUNCT
dpc-1797	423	10	talamini	talamini	ADJ
dpc-1797	423	11	r	r	NOUN
dpc-1797	423	12	,	,	PUNCT
dpc-1797	423	13	corona	corona	NOUN
dpc-1797	423	14	r	r	NOUN
dpc-1797	423	15	,	,	PUNCT
dpc-1797	423	16	sera	sera	NOUN
dpc-1797	423	17	f	f	PROPN
dpc-1797	423	18	,	,	PUNCT
dpc-1797	424	1	et	et	PROPN
dpc-1797	424	2	al	al	PROPN
dpc-1797	424	3	.	.	PROPN
dpc-1797	424	4	dermoscopy	dermoscopy	NOUN
dpc-1797	424	5	of	of	ADP
dpc-1797	424	6	pigmented	pigmented	ADJ
dpc-1797	424	7	skin	skin	NOUN
dpc-1797	424	8	lesions	lesion	NOUN
dpc-1797	424	9	:	:	PUNCT
dpc-1797	425	1	results	result	NOUN
dpc-1797	425	2	of	of	ADP
dpc-1797	425	3	a	a	DET
dpc-1797	425	4	consensus	consensus	NOUN
dpc-1797	425	5	meeting	meeting	NOUN
dpc-1797	425	6	via	via	ADP
dpc-1797	425	7	the	the	DET
dpc-1797	425	8	internet	internet	NOUN
dpc-1797	425	9	.	.	PUNCT
dpc-1797	426	1	j	j	PROPN
dpc-1797	426	2	am	be	AUX
dpc-1797	426	3	acad	acad	ADJ
dpc-1797	426	4	dermatol	dermatol	NOUN
dpc-1797	426	5	.	.	PUNCT
dpc-1797	427	1	2003;48	2003;48	NUM
dpc-1797	427	2	:	:	PUNCT
dpc-1797	428	1	679–693	679–693	NUM
dpc-1797	428	2	.	.	PUNCT
dpc-1797	428	3	doi	doi	NOUN
dpc-1797	428	4	:	:	PUNCT
dpc-1797	428	5	d10.1067	d10.1067	NOUN
dpc-1797	428	6	/	/	SYM
dpc-1797	428	7	mjd.2003.281	mjd.2003.281	PROPN
dpc-1797	428	8	.	.	PUNCT
dpc-1797	429	1	39	39	NUM
dpc-1797	429	2	.	.	PUNCT
dpc-1797	430	1	han	han	PROPN
dpc-1797	430	2	b	b	PROPN
dpc-1797	430	3	,	,	PUNCT
dpc-1797	430	4	hur	hur	PROPN
dpc-1797	430	5	k	k	PROPN
dpc-1797	430	6	,	,	PUNCT
dpc-1797	430	7	ohn	ohn	PROPN
dpc-1797	430	8	j	j	PROPN
dpc-1797	430	9	,	,	PUNCT
dpc-1797	430	10	lim	lim	PROPN
dpc-1797	430	11	ss	ss	PROPN
dpc-1797	430	12	,	,	PUNCT
dpc-1797	430	13	mun	mun	PROPN
dpc-1797	430	14	jh	jh	PROPN
dpc-1797	430	15	.	.	PUNCT
dpc-1797	431	1	acral	acral	ADJ
dpc-1797	431	2	lentiginous	lentiginous	ADJ
dpc-1797	431	3	melanoma	melanoma	NOUN
dpc-1797	431	4	in	in	ADP
dpc-1797	431	5	situ	situ	NOUN
dpc-1797	431	6	:	:	PUNCT
dpc-1797	431	7	dermoscopic	dermoscopic	NOUN
dpc-1797	431	8	features	feature	NOUN
dpc-1797	431	9	and	and	CCONJ
dpc-1797	431	10	management	management	NOUN
dpc-1797	431	11	strategy	strategy	NOUN
dpc-1797	431	12	.	.	PUNCT
dpc-1797	432	1	sci	sci	PROPN
dpc-1797	432	2	rep	rep	PROPN
dpc-1797	432	3	.	.	PROPN
dpc-1797	432	4	2020;10	2020;10	NUM
dpc-1797	432	5	.	.	PUNCT
dpc-1797	433	1	doi:10.1038	doi:10.1038	NOUN
dpc-1797	433	2	/	/	SYM
dpc-1797	433	3	s41598	s41598	NOUN
dpc-1797	433	4	-	-	PUNCT
dpc-1797	433	5	020	020	NUM
dpc-1797	433	6	-	-	PUNCT
dpc-1797	433	7	77425	77425	NUM
dpc-1797	433	8	-	-	PUNCT
dpc-1797	433	9	z.	z.	PROPN
dpc-1797	433	10	40	40	NUM
dpc-1797	433	11	.	.	PUNCT
dpc-1797	434	1	lallas	lallas	PROPN
dpc-1797	434	2	a	a	PROPN
dpc-1797	434	3	,	,	PUNCT
dpc-1797	434	4	kyrgidis	kyrgidis	PROPN
dpc-1797	434	5	a	a	PRON
dpc-1797	434	6	,	,	PUNCT
dpc-1797	434	7	koga	koga	PROPN
dpc-1797	434	8	h	h	NOUN
dpc-1797	434	9	,	,	PUNCT
dpc-1797	434	10	moscarella	moscarella	NOUN
dpc-1797	434	11	e	e	NOUN
dpc-1797	434	12	,	,	PUNCT
dpc-1797	434	13	tschandl	tschandl	NOUN
dpc-1797	434	14	p	p	NOUN
dpc-1797	434	15	,	,	PUNCT
dpc-1797	434	16	apalla	apalla	PROPN
dpc-1797	434	17	z	z	PROPN
dpc-1797	434	18	,	,	PUNCT
dpc-1797	434	19	et	et	PROPN
dpc-1797	434	20	al	al	PROPN
dpc-1797	434	21	.	.	PUNCT
dpc-1797	435	1	the	the	DET
dpc-1797	435	2	braaff	braaff	PROPN
dpc-1797	435	3	checklist	checklist	NOUN
dpc-1797	435	4	:	:	PUNCT
dpc-1797	435	5	a	a	DET
dpc-1797	435	6	new	new	ADJ
dpc-1797	435	7	dermoscopic	dermoscopic	ADJ
dpc-1797	435	8	algorithm	algorithm	NOUN
dpc-1797	435	9	for	for	ADP
dpc-1797	435	10	diagnosing	diagnose	VERB
dpc-1797	435	11	acral	acral	ADJ
dpc-1797	435	12	melanoma	melanoma	NOUN
dpc-1797	435	13	.	.	PUNCT
dpc-1797	436	1	br	br	PROPN
dpc-1797	436	2	j	j	PROPN
dpc-1797	436	3	dermatol	dermatol	NOUN
dpc-1797	436	4	.	.	PUNCT
dpc-1797	437	1	2015;173	2015;173	NUM
dpc-1797	437	2	.	.	PUNCT
dpc-1797	438	1	doi:10.1111	doi:10.1111	PROPN
dpc-1797	438	2	/	/	SYM
dpc-1797	438	3	bjd.14045	bjd.14045	NOUN
dpc-1797	438	4	.	.	PUNCT
dpc-1797	439	1	41	41	NUM
dpc-1797	439	2	.	.	PUNCT
dpc-1797	440	1	saida	saida	PROPN
dpc-1797	440	2	t	t	PROPN
dpc-1797	440	3	,	,	PUNCT
dpc-1797	440	4	koga	koga	PROPN
dpc-1797	440	5	h	h	PROPN
dpc-1797	440	6	,	,	PUNCT
dpc-1797	440	7	uhara	uhara	PROPN
dpc-1797	440	8	h.	h.	PROPN
dpc-1797	440	9	key	key	ADJ
dpc-1797	440	10	points	point	NOUN
dpc-1797	440	11	in	in	ADP
dpc-1797	440	12	dermoscopic	dermoscopic	ADJ
dpc-1797	440	13	differentiation	differentiation	NOUN
dpc-1797	440	14	between	between	ADP
dpc-1797	440	15	early	early	ADJ
dpc-1797	440	16	acral	acral	ADJ
dpc-1797	440	17	melanoma	melanoma	NOUN
dpc-1797	440	18	and	and	CCONJ
dpc-1797	440	19	acral	acral	ADJ
dpc-1797	440	20	nevus	nevu	NOUN
dpc-1797	440	21	.	.	PUNCT
dpc-1797	441	1	j	j	PROPN
dpc-1797	441	2	dermatol	dermatol	NOUN
dpc-1797	441	3	.	.	PUNCT
dpc-1797	442	1	2011;38	2011;38	X
dpc-1797	442	2	.	.	PUNCT
dpc-1797	443	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	443	2	/	/	SYM
dpc-1797	443	3	j.1346	j.1346	VERB
dpc-1797	443	4	-	-	PUNCT
dpc-1797	443	5	8138.2010.01174.x	8138.2010.01174.x	NUM
dpc-1797	443	6	.	.	PUNCT
dpc-1797	444	1	42	42	NUM
dpc-1797	444	2	.	.	PUNCT
dpc-1797	445	1	schiffner	schiffner	PROPN
dpc-1797	445	2	r	r	NOUN
dpc-1797	445	3	,	,	PUNCT
dpc-1797	445	4	schiffner	schiffner	NOUN
dpc-1797	445	5	-	-	PUNCT
dpc-1797	445	6	rohe	rohe	PROPN
dpc-1797	445	7	j	j	PROPN
dpc-1797	445	8	,	,	PUNCT
dpc-1797	445	9	vogt	vogt	PROPN
dpc-1797	445	10	t	t	PROPN
dpc-1797	445	11	,	,	PUNCT
dpc-1797	445	12	landthaler	landthaler	PROPN
dpc-1797	445	13	m	m	PROPN
dpc-1797	445	14	,	,	PUNCT
dpc-1797	445	15	wlotzke	wlotzke	PROPN
dpc-1797	445	16	u	u	PROPN
dpc-1797	445	17	,	,	PUNCT
dpc-1797	445	18	cognetta	cognetta	PROPN
dpc-1797	445	19	ab	ab	PROPN
dpc-1797	445	20	,	,	PUNCT
dpc-1797	445	21	et	et	PROPN
dpc-1797	445	22	al	al	PROPN
dpc-1797	445	23	.	.	PUNCT
dpc-1797	445	24	improvement	improvement	NOUN
dpc-1797	445	25	of	of	ADP
dpc-1797	445	26	early	early	ADJ
dpc-1797	445	27	recognition	recognition	NOUN
dpc-1797	445	28	of	of	ADP
dpc-1797	445	29	lentigo	lentigo	ADJ
dpc-1797	445	30	maligna	maligna	PROPN
dpc-1797	445	31	using	use	VERB
dpc-1797	445	32	dermatoscopy	dermatoscopy	NOUN
dpc-1797	445	33	.	.	PUNCT
dpc-1797	446	1	j	j	PROPN
dpc-1797	446	2	am	be	AUX
dpc-1797	446	3	acad	acad	ADJ
dpc-1797	446	4	dermatol	dermatol	NOUN
dpc-1797	446	5	.	.	PUNCT
dpc-1797	447	1	2000;42	2000;42	NUM
dpc-1797	447	2	.	.	PUNCT
dpc-1797	447	3	doi:10.1016	doi:10.1016	PROPN
dpc-1797	447	4	/	/	SYM
dpc-1797	447	5	s0190	s0190	VERB
dpc-1797	447	6	-	-	PUNCT
dpc-1797	447	7	9622(00)90005	9622(00)90005	NUM
dpc-1797	447	8	-	-	SYM
dpc-1797	447	9	7	7	NUM
dpc-1797	447	10	.	.	NOUN
dpc-1797	447	11	43	43	NUM
dpc-1797	447	12	.	.	PUNCT
dpc-1797	448	1	lallas	lallas	PROPN
dpc-1797	448	2	a	a	PROPN
dpc-1797	448	3	,	,	PUNCT
dpc-1797	448	4	lallas	lallas	PROPN
dpc-1797	448	5	k	k	PROPN
dpc-1797	448	6	,	,	PUNCT
dpc-1797	448	7	tschandl	tschandl	NOUN
dpc-1797	448	8	p	p	NOUN
dpc-1797	448	9	,	,	PUNCT
dpc-1797	448	10	kittler	kittler	NOUN
dpc-1797	448	11	h	h	NOUN
dpc-1797	448	12	,	,	PUNCT
dpc-1797	448	13	apalla	apalla	PROPN
dpc-1797	448	14	z	z	PROPN
dpc-1797	448	15	,	,	PUNCT
dpc-1797	448	16	longo	longo	PROPN
dpc-1797	448	17	c	c	NOUN
dpc-1797	448	18	,	,	PUNCT
dpc-1797	448	19	et	et	PROPN
dpc-1797	448	20	al	al	PROPN
dpc-1797	448	21	.	.	PUNCT
dpc-1797	449	1	the	the	DET
dpc-1797	449	2	dermoscopic	dermoscopic	ADJ
dpc-1797	449	3	inverse	inverse	NOUN
dpc-1797	449	4	approach	approach	NOUN
dpc-1797	449	5	significantly	significantly	ADV
dpc-1797	449	6	improves	improve	VERB
dpc-1797	449	7	the	the	DET
dpc-1797	449	8	accuracy	accuracy	NOUN
dpc-1797	449	9	of	of	ADP
dpc-1797	449	10	human	human	ADJ
dpc-1797	449	11	readers	reader	NOUN
dpc-1797	449	12	for	for	ADP
dpc-1797	449	13	lentigo	lentigo	ADJ
dpc-1797	449	14	maligna	maligna	PROPN
dpc-1797	449	15	diagnosis	diagnosis	NOUN
dpc-1797	449	16	.	.	PUNCT
dpc-1797	450	1	j	j	PROPN
dpc-1797	450	2	am	be	AUX
dpc-1797	450	3	acad	acad	ADJ
dpc-1797	450	4	dermatol	dermatol	NOUN
dpc-1797	450	5	.	.	PUNCT
dpc-1797	451	1	2021;84	2021;84	NUM
dpc-1797	451	2	.	.	PUNCT
dpc-1797	452	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	452	2	/	/	SYM
dpc-1797	452	3	j.jaad.2020.06.085	j.jaad.2020.06.085	PROPN
dpc-1797	452	4	.	.	PROPN
dpc-1797	453	1	44	44	NUM
dpc-1797	453	2	.	.	PUNCT
dpc-1797	454	1	tschandl	tschandl	PROPN
dpc-1797	454	2	p	p	NOUN
dpc-1797	454	3	,	,	PUNCT
dpc-1797	454	4	rosendahl	rosendahl	NOUN
dpc-1797	454	5	c	c	NOUN
dpc-1797	454	6	,	,	PUNCT
dpc-1797	454	7	kittler	kittler	PROPN
dpc-1797	454	8	h.	h.	PROPN
dpc-1797	454	9	dermatoscopy	dermatoscopy	NOUN
dpc-1797	454	10	of	of	ADP
dpc-1797	454	11	flat	flat	ADJ
dpc-1797	454	12	pigmented	pigment	VERB
dpc-1797	454	13	facial	facial	ADJ
dpc-1797	454	14	lesions	lesion	NOUN
dpc-1797	454	15	.	.	PUNCT
dpc-1797	455	1	j	j	PROPN
dpc-1797	455	2	eur	eur	PROPN
dpc-1797	455	3	acad	acad	PROPN
dpc-1797	455	4	dermatol	dermatol	NOUN
dpc-1797	455	5	venereol	venereol	NOUN
dpc-1797	455	6	.	.	PUNCT
dpc-1797	456	1	2015;29	2015;29	X
dpc-1797	456	2	.	.	PUNCT
dpc-1797	457	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	457	2	/	/	SYM
dpc-1797	457	3	jdv.12483	jdv.12483	NOUN
dpc-1797	457	4	.	.	PROPN
dpc-1797	458	1	45	45	NUM
dpc-1797	458	2	.	.	PUNCT
dpc-1797	459	1	menzies	menzies	PROPN
dpc-1797	459	2	sw	sw	PROPN
dpc-1797	459	3	,	,	PUNCT
dpc-1797	459	4	kreusch	kreusch	PROPN
dpc-1797	459	5	j	j	PROPN
dpc-1797	459	6	,	,	PUNCT
dpc-1797	459	7	byth	byth	PROPN
dpc-1797	459	8	k	k	PROPN
dpc-1797	459	9	,	,	PUNCT
dpc-1797	459	10	pizzichetta	pizzichetta	PROPN
dpc-1797	459	11	ma	ma	PROPN
dpc-1797	459	12	,	,	PUNCT
dpc-1797	459	13	marghoob	marghoob	VERB
dpc-1797	459	14	a	a	DET
dpc-1797	459	15	,	,	PUNCT
dpc-1797	459	16	braun	braun	NOUN
dpc-1797	459	17	r	r	NOUN
dpc-1797	459	18	,	,	PUNCT
dpc-1797	459	19	et	et	PROPN
dpc-1797	460	1	al	al	PROPN
dpc-1797	460	2	.	.	PROPN
dpc-1797	460	3	dermoscopic	dermoscopic	PROPN
dpc-1797	460	4	evaluation	evaluation	NOUN
dpc-1797	460	5	of	of	ADP
dpc-1797	460	6	amelanotic	amelanotic	ADJ
dpc-1797	460	7	and	and	CCONJ
dpc-1797	460	8	hypomelanotic	hypomelanotic	ADJ
dpc-1797	460	9	melanoma	melanoma	NOUN
dpc-1797	460	10	.	.	PUNCT
dpc-1797	461	1	arch	arch	ADJ
dpc-1797	461	2	dermatol	dermatol	NOUN
dpc-1797	461	3	.	.	PUNCT
dpc-1797	462	1	2008;144	2008;144	NUM
dpc-1797	462	2	.	.	PUNCT
dpc-1797	463	1	doi:10.1001/	doi:10.1001/	PROPN
dpc-1797	464	1	archderm.144.9.1120	archderm.144.9.1120	NOUN
dpc-1797	464	2	.	.	PUNCT
dpc-1797	465	1	46	46	NUM
dpc-1797	465	2	.	.	PUNCT
dpc-1797	466	1	pizzichetta	pizzichetta	PROPN
dpc-1797	466	2	ma	ma	PROPN
dpc-1797	466	3	,	,	PUNCT
dpc-1797	466	4	talamini	talamini	PROPN
dpc-1797	466	5	r	r	NOUN
dpc-1797	466	6	,	,	PUNCT
dpc-1797	466	7	stanganelli	stanganelli	NOUN
dpc-1797	466	8	i	i	PRON
dpc-1797	466	9	,	,	PUNCT
dpc-1797	466	10	puddu	puddu	VERB
dpc-1797	466	11	p	p	X
dpc-1797	466	12	,	,	PUNCT
dpc-1797	466	13	bono	bono	X
dpc-1797	466	14	r	r	NOUN
dpc-1797	466	15	,	,	PUNCT
dpc-1797	466	16	argenziano	argenziano	ADJ
dpc-1797	466	17	g	g	NOUN
dpc-1797	466	18	,	,	PUNCT
dpc-1797	466	19	et	et	PROPN
dpc-1797	466	20	al	al	PROPN
dpc-1797	466	21	.	.	PUNCT
dpc-1797	467	1	amelanotic	amelanotic	ADJ
dpc-1797	467	2	/	/	SYM
dpc-1797	467	3	hypomelanotic	hypomelanotic	ADJ
dpc-1797	467	4	melanoma	melanoma	NOUN
dpc-1797	467	5	:	:	PUNCT
dpc-1797	467	6	clinical	clinical	ADJ
dpc-1797	467	7	and	and	CCONJ
dpc-1797	467	8	dermoscopic	dermoscopic	ADJ
dpc-1797	467	9	features	feature	NOUN
dpc-1797	467	10	.	.	PUNCT
dpc-1797	468	1	br	br	PROPN
dpc-1797	468	2	j	j	PROPN
dpc-1797	468	3	dermatol	dermatol	NOUN
dpc-1797	468	4	.	.	PUNCT
dpc-1797	469	1	2004;150	2004;150	NUM
dpc-1797	469	2	.	.	PUNCT
dpc-1797	470	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	470	2	/	/	SYM
dpc-1797	470	3	j.1365	j.1365	NOUN
dpc-1797	470	4	-	-	PUNCT
dpc-1797	470	5	2133.2004.05928.x	2133.2004.05928.x	NUM
dpc-1797	470	6	.	.	PUNCT
dpc-1797	471	1	47	47	NUM
dpc-1797	471	2	.	.	PUNCT
dpc-1797	472	1	menzies	menzies	PROPN
dpc-1797	472	2	sw	sw	PROPN
dpc-1797	472	3	,	,	PUNCT
dpc-1797	472	4	moloney	moloney	PROPN
dpc-1797	472	5	fj	fj	PROPN
dpc-1797	472	6	,	,	PUNCT
dpc-1797	472	7	byth	byth	PROPN
dpc-1797	472	8	k	k	PROPN
dpc-1797	472	9	,	,	PUNCT
dpc-1797	472	10	avramidis	avramidis	PROPN
dpc-1797	472	11	m	m	PROPN
dpc-1797	472	12	,	,	PUNCT
dpc-1797	472	13	argenziano	argenziano	ADJ
dpc-1797	472	14	g	g	PROPN
dpc-1797	472	15	,	,	PUNCT
dpc-1797	472	16	zalaudek	zalaudek	PROPN
dpc-1797	472	17	i	i	PROPN
dpc-1797	472	18	,	,	PUNCT
dpc-1797	472	19	et	et	PROPN
dpc-1797	472	20	al	al	PROPN
dpc-1797	472	21	.	.	PROPN
dpc-1797	472	22	dermoscopic	dermoscopic	PROPN
dpc-1797	472	23	evaluation	evaluation	NOUN
dpc-1797	472	24	of	of	ADP
dpc-1797	472	25	nodular	nodular	ADJ
dpc-1797	472	26	melanoma	melanoma	NOUN
dpc-1797	472	27	.	.	PUNCT
dpc-1797	473	1	jama	jama	PROPN
dpc-1797	473	2	dermatol	dermatol	NOUN
dpc-1797	473	3	.	.	PUNCT
dpc-1797	474	1	2013;149	2013;149	NUM
dpc-1797	474	2	.	.	PUNCT
dpc-1797	475	1	doi:10.1001	doi:10.1001	PROPN
dpc-1797	475	2	/	/	SYM
dpc-1797	475	3	jamadermatol.2013.2466	jamadermatol.2013.2466	PROPN
dpc-1797	475	4	.	.	PUNCT
dpc-1797	476	1	48	48	NUM
dpc-1797	476	2	.	.	PUNCT
dpc-1797	477	1	pizzichetta	pizzichetta	PROPN
dpc-1797	477	2	ma	ma	PROPN
dpc-1797	477	3	,	,	PUNCT
dpc-1797	477	4	kittler	kittler	NOUN
dpc-1797	477	5	h	h	NOUN
dpc-1797	477	6	,	,	PUNCT
dpc-1797	477	7	stanganelli	stanganelli	PROPN
dpc-1797	477	8	i	i	PRON
dpc-1797	477	9	,	,	PUNCT
dpc-1797	477	10	bono	bono	X
dpc-1797	477	11	r	r	NOUN
dpc-1797	477	12	,	,	PUNCT
dpc-1797	477	13	cavicchini	cavicchini	PROPN
dpc-1797	477	14	s	s	PART
dpc-1797	477	15	,	,	PUNCT
dpc-1797	477	16	de	de	PROPN
dpc-1797	477	17	giorgi	giorgi	PROPN
dpc-1797	477	18	v	v	PROPN
dpc-1797	477	19	,	,	PUNCT
dpc-1797	477	20	et	et	PROPN
dpc-1797	477	21	al	al	PROPN
dpc-1797	477	22	.	.	PROPN
dpc-1797	477	23	pigmented	pigment	VERB
dpc-1797	477	24	nodular	nodular	ADJ
dpc-1797	477	25	melanoma	melanoma	NOUN
dpc-1797	477	26	:	:	PUNCT
dpc-1797	477	27	the	the	DET
dpc-1797	477	28	predictive	predictive	ADJ
dpc-1797	477	29	value	value	NOUN
dpc-1797	477	30	of	of	ADP
dpc-1797	477	31	dermoscopic	dermoscopic	NOUN
dpc-1797	477	32	features	feature	NOUN
dpc-1797	477	33	using	use	VERB
dpc-1797	477	34	multivariate	multivariate	NOUN
dpc-1797	477	35	analysis	analysis	NOUN
dpc-1797	477	36	.	.	PUNCT
dpc-1797	478	1	br	br	PROPN
dpc-1797	478	2	j	j	PROPN
dpc-1797	478	3	dermatol	dermatol	NOUN
dpc-1797	478	4	.	.	PUNCT
dpc-1797	479	1	2015;173	2015;173	NUM
dpc-1797	479	2	.	.	PUNCT
dpc-1797	480	1	doi:10.1111	doi:10.1111	PROPN
dpc-1797	480	2	/	/	SYM
dpc-1797	480	3	bjd.13861	bjd.13861	PROPN
dpc-1797	480	4	.	.	NOUN
dpc-1797	480	5	49	49	NUM
dpc-1797	480	6	.	.	PUNCT
dpc-1797	481	1	blum	blum	PROPN
dpc-1797	481	2	a	a	PROPN
dpc-1797	481	3	,	,	PUNCT
dpc-1797	481	4	simionescu	simionescu	PROPN
dpc-1797	481	5	o	o	NOUN
dpc-1797	481	6	,	,	PUNCT
dpc-1797	481	7	argenziano	argenziano	ADJ
dpc-1797	481	8	g	g	NOUN
dpc-1797	481	9	,	,	PUNCT
dpc-1797	481	10	braun	braun	NOUN
dpc-1797	481	11	r	r	NOUN
dpc-1797	481	12	,	,	PUNCT
dpc-1797	481	13	cabo	cabo	NOUN
dpc-1797	481	14	h	h	NOUN
dpc-1797	481	15	,	,	PUNCT
dpc-1797	481	16	eichhorn	eichhorn	ADJ
dpc-1797	481	17	a	a	X
dpc-1797	481	18	,	,	PUNCT
dpc-1797	481	19	et	et	PROPN
dpc-1797	481	20	al	al	PROPN
dpc-1797	481	21	.	.	PROPN
dpc-1797	481	22	dermoscopy	dermoscopy	NOUN
dpc-1797	481	23	of	of	ADP
dpc-1797	481	24	pigmented	pigmented	ADJ
dpc-1797	481	25	lesions	lesion	NOUN
dpc-1797	481	26	of	of	ADP
dpc-1797	481	27	the	the	DET
dpc-1797	481	28	mucosa	mucosa	NOUN
dpc-1797	481	29	and	and	CCONJ
dpc-1797	481	30	the	the	DET
dpc-1797	481	31	mucocutaneous	mucocutaneous	ADJ
dpc-1797	481	32	junction	junction	NOUN
dpc-1797	481	33	:	:	PUNCT
dpc-1797	481	34	results	result	NOUN
dpc-1797	481	35	of	of	ADP
dpc-1797	481	36	a	a	DET
dpc-1797	481	37	multicenter	multicenter	ADJ
dpc-1797	481	38	study	study	NOUN
dpc-1797	481	39	by	by	ADP
dpc-1797	481	40	the	the	DET
dpc-1797	481	41	international	international	ADJ
dpc-1797	481	42	dermoscopy	dermoscopy	NOUN
dpc-1797	481	43	society	society	NOUN
dpc-1797	481	44	(	(	PUNCT
dpc-1797	481	45	ids	ids	PROPN
dpc-1797	481	46	)	)	PUNCT
dpc-1797	481	47	.	.	PUNCT
dpc-1797	482	1	arch	arch	ADJ
dpc-1797	482	2	dermatol	dermatol	NOUN
dpc-1797	482	3	.	.	PUNCT
dpc-1797	483	1	2011;147	2011;147	NUM
dpc-1797	483	2	.	.	PUNCT
dpc-1797	484	1	doi:10.1001	doi:10.1001	PROPN
dpc-1797	484	2	/	/	SYM
dpc-1797	485	1	archdermatol.2011.155	archdermatol.2011.155	PROPN
dpc-1797	485	2	.	.	PROPN
dpc-1797	486	1	50	50	NUM
dpc-1797	486	2	.	.	PUNCT
dpc-1797	486	3	braun	braun	PROPN
dpc-1797	486	4	rp	rp	PROPN
dpc-1797	486	5	,	,	PUNCT
dpc-1797	486	6	baran	baran	NOUN
dpc-1797	486	7	r	r	NOUN
dpc-1797	486	8	,	,	PUNCT
dpc-1797	486	9	le	le	X
dpc-1797	486	10	gal	gal	PROPN
dpc-1797	486	11	fa	fa	X
dpc-1797	486	12	,	,	PUNCT
dpc-1797	486	13	dalle	dalle	PROPN
dpc-1797	486	14	s	s	PROPN
dpc-1797	486	15	,	,	PUNCT
dpc-1797	486	16	ronger	ronger	NOUN
dpc-1797	486	17	s	s	PART
dpc-1797	486	18	,	,	PUNCT
dpc-1797	486	19	pandolfi	pandolfi	NOUN
dpc-1797	486	20	r	r	NOUN
dpc-1797	486	21	,	,	PUNCT
dpc-1797	486	22	et	et	PROPN
dpc-1797	486	23	al	al	PROPN
dpc-1797	486	24	.	.	PUNCT
dpc-1797	486	25	diagnosis	diagnosis	NOUN
dpc-1797	486	26	and	and	CCONJ
dpc-1797	486	27	management	management	NOUN
dpc-1797	486	28	of	of	ADP
dpc-1797	486	29	nail	nail	NOUN
dpc-1797	486	30	pigmentations	pigmentation	NOUN
dpc-1797	486	31	.	.	PUNCT
dpc-1797	487	1	j	j	PROPN
dpc-1797	487	2	am	be	AUX
dpc-1797	487	3	acad	acad	ADJ
dpc-1797	487	4	dermatol	dermatol	NOUN
dpc-1797	487	5	.	.	PUNCT
dpc-1797	488	1	2007;56	2007;56	X
dpc-1797	488	2	.	.	PUNCT
dpc-1797	488	3	doi:10.1016	doi:10.1016	PROPN
dpc-1797	488	4	/	/	SYM
dpc-1797	488	5	j.jaad.2006.12.021	j.jaad.2006.12.021	PROPN
dpc-1797	488	6	.	.	PROPN
dpc-1797	489	1	51	51	NUM
dpc-1797	489	2	.	.	PUNCT
dpc-1797	490	1	thomas	thomas	PROPN
dpc-1797	490	2	l	l	PROPN
dpc-1797	490	3	,	,	PUNCT
dpc-1797	490	4	dalle	dalle	PROPN
dpc-1797	490	5	s.	s.	PROPN
dpc-1797	490	6	dermoscopy	dermoscopy	AUX
dpc-1797	490	7	provides	provide	VERB
dpc-1797	490	8	useful	useful	ADJ
dpc-1797	490	9	information	information	NOUN
dpc-1797	490	10	for	for	ADP
dpc-1797	490	11	the	the	DET
dpc-1797	490	12	management	management	NOUN
dpc-1797	490	13	of	of	ADP
dpc-1797	490	14	melanonychia	melanonychia	NOUN
dpc-1797	490	15	striata	striata	NOUN
dpc-1797	490	16	.	.	PUNCT
dpc-1797	491	1	dermatol	dermatol	NOUN
dpc-1797	491	2	ther	ther	ADV
dpc-1797	491	3	.	.	PUNCT
dpc-1797	492	1	2007;20	2007;20	X
dpc-1797	492	2	.	.	PUNCT
dpc-1797	493	1	doi:10.1111	doi:10.1111	PROPN
dpc-1797	493	2	/	/	SYM
dpc-1797	493	3	j.1529	j.1529	NOUN
dpc-1797	493	4	-	-	PUNCT
dpc-1797	493	5	8019.2007.00106.x	8019.2007.00106.x	NUM
dpc-1797	493	6	.	.	PUNCT
dpc-1797	494	1	52	52	NUM
dpc-1797	494	2	.	.	PUNCT
dpc-1797	495	1	ronger	ronger	NOUN
dpc-1797	495	2	s	s	PROPN
dpc-1797	495	3	,	,	PUNCT
dpc-1797	495	4	touzet	touzet	PROPN
dpc-1797	495	5	s	s	PROPN
dpc-1797	495	6	,	,	PUNCT
dpc-1797	495	7	ligeron	ligeron	PROPN
dpc-1797	495	8	c	c	AUX
dpc-1797	495	9	,	,	PUNCT
dpc-1797	495	10	balme	balme	ADJ
dpc-1797	495	11	b	b	NUM
dpc-1797	495	12	,	,	PUNCT
dpc-1797	495	13	viallard	viallard	NOUN
dpc-1797	495	14	am	am	NOUN
dpc-1797	495	15	,	,	PUNCT
dpc-1797	495	16	barrut	barrut	PROPN
dpc-1797	495	17	d	d	PROPN
dpc-1797	495	18	,	,	PUNCT
dpc-1797	495	19	et	et	PROPN
dpc-1797	495	20	al	al	PROPN
dpc-1797	495	21	.	.	PROPN
dpc-1797	496	1	dermoscopic	dermoscopic	PROPN
dpc-1797	496	2	examination	examination	NOUN
dpc-1797	496	3	of	of	ADP
dpc-1797	496	4	nail	nail	NOUN
dpc-1797	496	5	pigmentation	pigmentation	NOUN
dpc-1797	496	6	.	.	PUNCT
dpc-1797	497	1	arch	arch	ADJ
dpc-1797	497	2	dermatol	dermatol	NOUN
dpc-1797	497	3	.	.	PUNCT
dpc-1797	498	1	2002;138	2002;138	PROPN
dpc-1797	498	2	.	.	PUNCT
dpc-1797	499	1	doi:10.1001	doi:10.1001	PROPN
dpc-1797	499	2	/	/	SYM
dpc-1797	499	3	archderm.138.10.1327	archderm.138.10.1327	NOUN
dpc-1797	499	4	.	.	PUNCT
dpc-1797	500	1	53	53	NUM
dpc-1797	500	2	.	.	PUNCT
dpc-1797	500	3	starace	starace	PROPN
dpc-1797	500	4	m	m	PROPN
dpc-1797	500	5	,	,	PUNCT
dpc-1797	500	6	alessandrini	alessandrini	PROPN
dpc-1797	500	7	a	a	PRON
dpc-1797	500	8	,	,	PUNCT
dpc-1797	500	9	brandi	brandi	PROPN
dpc-1797	500	10	n	n	PROPN
dpc-1797	500	11	,	,	PUNCT
dpc-1797	500	12	piraccini	piraccini	PROPN
dpc-1797	500	13	bm	bm	PROPN
dpc-1797	500	14	.	.	PUNCT
dpc-1797	501	1	use	use	NOUN
dpc-1797	501	2	of	of	ADP
dpc-1797	501	3	nail	nail	NOUN
dpc-1797	501	4	dermoscopy	dermoscopy	NOUN
dpc-1797	501	5	in	in	ADP
dpc-1797	501	6	the	the	DET
dpc-1797	501	7	management	management	NOUN
dpc-1797	501	8	of	of	ADP
dpc-1797	501	9	melanonychia	melanonychia	PROPN
dpc-1797	501	10	:	:	PUNCT
dpc-1797	501	11	review	review	NOUN
dpc-1797	501	12	.	.	PUNCT
dpc-1797	502	1	dermatology	dermatology	NOUN
dpc-1797	502	2	practical	practical	ADJ
dpc-1797	502	3	&	&	CCONJ
dpc-1797	502	4	conceptual	conceptual	ADJ
dpc-1797	502	5	.	.	PUNCT
dpc-1797	503	1	2019;9	2019;9	X
dpc-1797	503	2	.	.	PUNCT
dpc-1797	504	1	doi:10.5826/	doi:10.5826/	X
dpc-1797	504	2	dpc.0901a10	dpc.0901a10	ADJ
dpc-1797	504	3	.	.	PROPN
dpc-1797	504	4	54	54	NUM
dpc-1797	504	5	.	.	PUNCT
dpc-1797	505	1	jaimes	jaimes	PROPN
dpc-1797	505	2	n	n	CCONJ
dpc-1797	505	3	,	,	PUNCT
dpc-1797	505	4	marghoob	marghoob	VERB
dpc-1797	505	5	aa	aa	NOUN
dpc-1797	505	6	,	,	PUNCT
dpc-1797	505	7	rabinovitz	rabinovitz	PROPN
dpc-1797	505	8	h	h	PROPN
dpc-1797	505	9	,	,	PUNCT
dpc-1797	505	10	braun	braun	PROPN
dpc-1797	505	11	rp	rp	PROPN
dpc-1797	505	12	,	,	PUNCT
dpc-1797	505	13	cameron	cameron	PROPN
dpc-1797	505	14	a	a	PROPN
dpc-1797	505	15	,	,	PUNCT
dpc-1797	505	16	rosendahl	rosendahl	NOUN
dpc-1797	505	17	c	c	NOUN
dpc-1797	505	18	,	,	PUNCT
dpc-1797	505	19	et	et	PROPN
dpc-1797	505	20	al	al	PROPN
dpc-1797	505	21	.	.	PROPN
dpc-1797	506	1	clinical	clinical	ADJ
dpc-1797	506	2	and	and	CCONJ
dpc-1797	506	3	dermoscopic	dermoscopic	ADJ
dpc-1797	506	4	characteristics	characteristic	NOUN
dpc-1797	506	5	of	of	ADP
dpc-1797	506	6	melanomas	melanomas	PROPN
dpc-1797	506	7	on	on	ADP
dpc-1797	506	8	nonfacial	nonfacial	ADJ
dpc-1797	506	9	chronically	chronically	ADV
dpc-1797	506	10	sun	sun	NOUN
dpc-1797	506	11	-	-	PUNCT
dpc-1797	506	12	damaged	damage	VERB
dpc-1797	506	13	skin	skin	NOUN
dpc-1797	506	14	.	.	PUNCT
dpc-1797	507	1	j	j	PROPN
dpc-1797	507	2	am	be	AUX
dpc-1797	507	3	acad	acad	ADJ
dpc-1797	507	4	dermatol	dermatol	NOUN
dpc-1797	507	5	.	.	PUNCT
dpc-1797	508	1	2015;72	2015;72	NOUN
dpc-1797	508	2	.	.	PUNCT
dpc-1797	509	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	509	2	/	/	SYM
dpc-1797	509	3	j.jaad.2015.02.1117	j.jaad.2015.02.1117	PROPN
dpc-1797	509	4	.	.	PUNCT
dpc-1797	510	1	55	55	NUM
dpc-1797	510	2	.	.	X
dpc-1797	510	3	bono	bono	X
dpc-1797	510	4	a	a	DET
dpc-1797	510	5	,	,	PUNCT
dpc-1797	510	6	bartoli	bartoli	NOUN
dpc-1797	510	7	c	c	NOUN
dpc-1797	510	8	,	,	PUNCT
dpc-1797	510	9	baldi	baldi	PROPN
dpc-1797	510	10	m	m	PROPN
dpc-1797	510	11	,	,	PUNCT
dpc-1797	510	12	moglia	moglia	PROPN
dpc-1797	510	13	d	d	PROPN
dpc-1797	510	14	,	,	PUNCT
dpc-1797	510	15	tomatis	tomatis	PROPN
dpc-1797	510	16	s	s	NOUN
dpc-1797	510	17	,	,	PUNCT
dpc-1797	510	18	tragni	tragni	NOUN
dpc-1797	510	19	g	g	NOUN
dpc-1797	510	20	,	,	PUNCT
dpc-1797	510	21	et	et	PROPN
dpc-1797	510	22	al	al	PROPN
dpc-1797	510	23	.	.	PROPN
dpc-1797	510	24	micro	micro	ADJ
dpc-1797	510	25	-	-	ADJ
dpc-1797	510	26	melanoma	melanoma	ADJ
dpc-1797	510	27	detection	detection	NOUN
dpc-1797	510	28	.	.	PUNCT
dpc-1797	511	1	a	a	DET
dpc-1797	511	2	clinical	clinical	ADJ
dpc-1797	511	3	study	study	NOUN
dpc-1797	511	4	on	on	ADP
dpc-1797	511	5	22	22	NUM
dpc-1797	511	6	cases	case	NOUN
dpc-1797	511	7	of	of	ADP
dpc-1797	511	8	melanoma	melanoma	NOUN
dpc-1797	511	9	with	with	ADP
dpc-1797	511	10	a	a	DET
dpc-1797	511	11	diameter	diameter	NOUN
dpc-1797	511	12	equal	equal	ADJ
dpc-1797	511	13	to	to	ADP
dpc-1797	511	14	or	or	CCONJ
dpc-1797	511	15	less	less	ADJ
dpc-1797	511	16	than	than	ADP
dpc-1797	511	17	3	3	NUM
dpc-1797	511	18	mm	mm	NOUN
dpc-1797	511	19	.	.	PUNCT
dpc-1797	511	20	tumori	tumori	PROPN
dpc-1797	511	21	.	.	PUNCT
dpc-1797	512	1	2004;90	2004;90	NUM
dpc-1797	512	2	.	.	PUNCT
dpc-1797	513	1	accessed	access	VERB
dpc-1797	513	2	:	:	PUNCT
dpc-1797	513	3	https://pubmed.ncbi.nlm.nih.gov/15143985/	https://pubmed.ncbi.nlm.nih.gov/15143985/	PROPN
dpc-1797	513	4	56	56	NUM
dpc-1797	513	5	.	.	X
dpc-1797	513	6	bono	bono	X
dpc-1797	513	7	a	a	DET
dpc-1797	513	8	,	,	PUNCT
dpc-1797	513	9	tolomio	tolomio	NOUN
dpc-1797	513	10	e	e	NOUN
dpc-1797	513	11	,	,	PUNCT
dpc-1797	513	12	trincone	trincone	NOUN
dpc-1797	513	13	s	s	PART
dpc-1797	513	14	,	,	PUNCT
dpc-1797	513	15	bartoli	bartoli	NOUN
dpc-1797	513	16	c	c	NOUN
dpc-1797	513	17	,	,	PUNCT
dpc-1797	513	18	tomatis	tomatis	PROPN
dpc-1797	513	19	s	s	NOUN
dpc-1797	513	20	,	,	PUNCT
dpc-1797	513	21	carbone	carbone	PROPN
dpc-1797	513	22	a	a	X
dpc-1797	513	23	,	,	PUNCT
dpc-1797	513	24	et	et	PROPN
dpc-1797	513	25	al	al	PROPN
dpc-1797	513	26	.	.	PROPN
dpc-1797	513	27	micro	micro	ADJ
dpc-1797	513	28	-	-	ADJ
dpc-1797	513	29	melanoma	melanoma	ADJ
dpc-1797	513	30	detection	detection	NOUN
dpc-1797	513	31	:	:	PUNCT
dpc-1797	513	32	a	a	DET
dpc-1797	513	33	clinical	clinical	ADJ
dpc-1797	513	34	study	study	NOUN
dpc-1797	513	35	on	on	ADP
dpc-1797	513	36	206	206	NUM
dpc-1797	513	37	consecutive	consecutive	ADJ
dpc-1797	513	38	cases	case	NOUN
dpc-1797	513	39	of	of	ADP
dpc-1797	513	40	pigmented	pigmented	ADJ
dpc-1797	513	41	skin	skin	NOUN
dpc-1797	513	42	lesions	lesion	NOUN
dpc-1797	513	43	with	with	ADP
dpc-1797	513	44	a	a	DET
dpc-1797	513	45	diameter	diameter	NOUN
dpc-1797	513	46	.	.	PUNCT
dpc-1797	514	1	br	br	PROPN
dpc-1797	514	2	j	j	PROPN
dpc-1797	514	3	dermatol	dermatol	NOUN
dpc-1797	514	4	.	.	PUNCT
dpc-1797	515	1	2006;155	2006;155	NOUN
dpc-1797	515	2	.	.	PUNCT
dpc-1797	516	1	doi:10.1111	doi:10.1111	ADJ
dpc-1797	516	2	/	/	SYM
dpc-1797	516	3	j.1365	j.1365	NOUN
dpc-1797	516	4	-	-	PUNCT
dpc-1797	516	5	2133.2006.07396.x	2133.2006.07396.x	NUM
dpc-1797	516	6	.	.	PUNCT
dpc-1797	517	1	57	57	NUM
dpc-1797	517	2	.	.	PUNCT
dpc-1797	518	1	rosendahl	rosendahl	NOUN
dpc-1797	518	2	c	c	PROPN
dpc-1797	518	3	,	,	PUNCT
dpc-1797	518	4	cameron	cameron	PROPN
dpc-1797	518	5	a	a	PRON
dpc-1797	518	6	,	,	PUNCT
dpc-1797	518	7	bulinska	bulinska	PROPN
dpc-1797	518	8	a	a	PRON
dpc-1797	518	9	,	,	PUNCT
dpc-1797	518	10	harding	harding	PROPN
dpc-1797	518	11	-	-	PUNCT
dpc-1797	518	12	smith	smith	PROPN
dpc-1797	518	13	d	d	PROPN
dpc-1797	518	14	,	,	PUNCT
dpc-1797	518	15	weedon	weedon	PROPN
dpc-1797	518	16	d.	d.	PROPN
dpc-1797	518	17	embryology	embryology	PROPN
dpc-1797	518	18	of	of	ADP
dpc-1797	518	19	a	a	DET
dpc-1797	518	20	melanoma	melanoma	NOUN
dpc-1797	518	21	?	?	PUNCT
dpc-1797	519	1	a	a	DET
dpc-1797	519	2	case	case	NOUN
dpc-1797	519	3	report	report	NOUN
dpc-1797	519	4	with	with	ADP
dpc-1797	519	5	speculation	speculation	NOUN
dpc-1797	519	6	based	base	VERB
dpc-1797	519	7	on	on	ADP
dpc-1797	519	8	dermatoscopic	dermatoscopic	NOUN
dpc-1797	519	9	and	and	CCONJ
dpc-1797	519	10	histologic	histologic	ADJ
dpc-1797	519	11	evidence	evidence	NOUN
dpc-1797	519	12	.	.	PUNCT
dpc-1797	520	1	dermatology	dermatology	NOUN
dpc-1797	520	2	practical	practical	ADJ
dpc-1797	520	3	&	&	CCONJ
dpc-1797	520	4	conceptual	conceptual	ADJ
dpc-1797	520	5	.	.	PUNCT
dpc-1797	521	1	2012;2	2012;2	NUM
dpc-1797	521	2	.	.	PUNCT
dpc-1797	522	1	doi:10.5826	doi:10.5826	PROPN
dpc-1797	522	2	/	/	SYM
dpc-1797	523	1	dpc.0204a08	dpc.0204a08	PROPN
dpc-1797	523	2	.	.	PUNCT
dpc-1797	524	1	58	58	NUM
dpc-1797	524	2	.	.	PUNCT
dpc-1797	525	1	inskip	inskip	PROPN
dpc-1797	525	2	m	m	PROPN
dpc-1797	525	3	,	,	PUNCT
dpc-1797	525	4	magee	magee	PROPN
dpc-1797	525	5	j	j	PROPN
dpc-1797	525	6	,	,	PUNCT
dpc-1797	525	7	weedon	weedon	PROPN
dpc-1797	525	8	d	d	PROPN
dpc-1797	525	9	,	,	PUNCT
dpc-1797	525	10	rosendahl	rosendahl	PROPN
dpc-1797	525	11	c.	c.	NOUN
dpc-1797	525	12	when	when	SCONJ
dpc-1797	525	13	algorithms	algorithm	NOUN
dpc-1797	525	14	falter	falter	VERB
dpc-1797	525	15	:	:	PUNCT
dpc-1797	525	16	a	a	DET
dpc-1797	525	17	case	case	NOUN
dpc-1797	525	18	report	report	NOUN
dpc-1797	525	19	of	of	ADP
dpc-1797	525	20	a	a	DET
dpc-1797	525	21	very	very	ADV
dpc-1797	525	22	small	small	ADJ
dpc-1797	525	23	melanoma	melanoma	NOUN
dpc-1797	525	24	excised	excise	VERB
dpc-1797	525	25	due	due	ADP
dpc-1797	525	26	to	to	ADP
dpc-1797	525	27	the	the	DET
dpc-1797	525	28	dermatoscopic	dermatoscopic	NOUN
dpc-1797	525	29	“	"	PUNCT
dpc-1797	525	30	ugly	ugly	ADJ
dpc-1797	525	31	duckling	duckling	NOUN
dpc-1797	525	32	”	"	PUNCT
dpc-1797	525	33	sign	sign	NOUN
dpc-1797	525	34	.	.	PUNCT
dpc-1797	526	1	dermatology	dermatology	NOUN
dpc-1797	526	2	practical	practical	ADJ
dpc-1797	526	3	&	&	CCONJ
dpc-1797	526	4	conceptual	conceptual	ADJ
dpc-1797	526	5	.	.	PUNCT
dpc-1797	527	1	2013;3	2013;3	NOUN
dpc-1797	527	2	.	.	PUNCT
dpc-1797	527	3	doi:10.5826	doi:10.5826	PROPN
dpc-1797	527	4	/	/	SYM
dpc-1797	528	1	dpc.0302a09	dpc.0302a09	ADJ
dpc-1797	528	2	.	.	PROPN
dpc-1797	529	1	59	59	NUM
dpc-1797	529	2	.	.	PUNCT
dpc-1797	529	3	argenziano	argenziano	PROPN
dpc-1797	529	4	g	g	NOUN
dpc-1797	529	5	,	,	PUNCT
dpc-1797	529	6	cerroni	cerroni	NOUN
dpc-1797	529	7	l	l	NOUN
dpc-1797	529	8	,	,	PUNCT
dpc-1797	529	9	zalaudek	zalaudek	PROPN
dpc-1797	529	10	i	i	PRON
dpc-1797	529	11	,	,	PUNCT
dpc-1797	529	12	staibano	staibano	PROPN
dpc-1797	529	13	s	s	PROPN
dpc-1797	529	14	,	,	PUNCT
dpc-1797	529	15	hofmann	hofmann	PROPN
dpc-1797	529	16	-	-	PUNCT
dpc-1797	529	17	wellenhof	wellenhof	NOUN
dpc-1797	529	18	r	r	NOUN
dpc-1797	529	19	,	,	PUNCT
dpc-1797	529	20	arpaia	arpaia	PROPN
dpc-1797	529	21	n	n	CCONJ
dpc-1797	529	22	,	,	PUNCT
dpc-1797	529	23	et	et	PROPN
dpc-1797	529	24	al	al	PROPN
dpc-1797	529	25	.	.	PROPN
dpc-1797	529	26	accuracy	accuracy	NOUN
dpc-1797	529	27	in	in	ADP
dpc-1797	529	28	melanoma	melanoma	NOUN
dpc-1797	529	29	detection	detection	NOUN
dpc-1797	529	30	:	:	PUNCT
dpc-1797	529	31	a	a	DET
dpc-1797	529	32	10	10	NUM
dpc-1797	529	33	-	-	PUNCT
dpc-1797	529	34	year	year	NOUN
dpc-1797	529	35	multicenter	multicenter	NOUN
dpc-1797	529	36	survey	survey	NOUN
dpc-1797	529	37	.	.	PUNCT
dpc-1797	530	1	j	j	PROPN
dpc-1797	530	2	am	be	AUX
dpc-1797	530	3	acad	acad	ADJ
dpc-1797	530	4	dermatol	dermatol	NOUN
dpc-1797	530	5	.	.	PUNCT
dpc-1797	531	1	2012;67	2012;67	NUM
dpc-1797	531	2	.	.	PUNCT
dpc-1797	532	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	532	2	/	/	SYM
dpc-1797	532	3	j.jaad.2011.07.019	j.jaad.2011.07.019	PROPN
dpc-1797	532	4	.	.	PUNCT
dpc-1797	533	1	60	60	NUM
dpc-1797	533	2	.	.	PUNCT
dpc-1797	534	1	babino	babino	PROPN
dpc-1797	534	2	g	g	PROPN
dpc-1797	534	3	,	,	PUNCT
dpc-1797	534	4	lallas	lallas	PROPN
dpc-1797	534	5	a	a	PRON
dpc-1797	534	6	,	,	PUNCT
dpc-1797	534	7	agozzino	agozzino	NOUN
dpc-1797	534	8	m	m	PROPN
dpc-1797	534	9	,	,	PUNCT
dpc-1797	534	10	alfano	alfano	PROPN
dpc-1797	534	11	r	r	NOUN
dpc-1797	534	12	,	,	PUNCT
dpc-1797	534	13	apalla	apalla	PROPN
dpc-1797	534	14	z	z	PROPN
dpc-1797	534	15	,	,	PUNCT
dpc-1797	534	16	brancaccio	brancaccio	NOUN
dpc-1797	534	17	g	g	PROPN
dpc-1797	534	18	,	,	PUNCT
dpc-1797	534	19	et	et	PROPN
dpc-1797	534	20	al	al	PROPN
dpc-1797	534	21	.	.	PUNCT
dpc-1797	535	1	melanoma	melanoma	PROPN
dpc-1797	535	2	diagnosed	diagnose	VERB
dpc-1797	535	3	on	on	ADP
dpc-1797	535	4	digital	digital	ADJ
dpc-1797	535	5	dermoscopy	dermoscopy	NOUN
dpc-1797	535	6	monitoring	monitoring	NOUN
dpc-1797	535	7	:	:	PUNCT
dpc-1797	535	8	a	a	DET
dpc-1797	535	9	side	side	NOUN
dpc-1797	535	10	-	-	PUNCT
dpc-1797	535	11	by	by	ADP
dpc-1797	535	12	-	-	PUNCT
dpc-1797	535	13	side	side	NOUN
dpc-1797	535	14	image	image	NOUN
dpc-1797	535	15	comparison	comparison	NOUN
dpc-1797	535	16	is	be	AUX
dpc-1797	535	17	needed	need	VERB
dpc-1797	535	18	to	to	PART
dpc-1797	535	19	improve	improve	VERB
dpc-1797	535	20	early	early	ADJ
dpc-1797	535	21	detection	detection	NOUN
dpc-1797	535	22	.	.	PUNCT
dpc-1797	536	1	j	j	PROPN
dpc-1797	536	2	am	be	AUX
dpc-1797	536	3	acad	acad	ADJ
dpc-1797	536	4	dermatol	dermatol	NOUN
dpc-1797	536	5	.	.	PUNCT
dpc-1797	537	1	2020	2020	NUM
dpc-1797	537	2	.	.	PUNCT
dpc-1797	538	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	538	2	/	/	SYM
dpc-1797	538	3	j.	j.	PROPN
dpc-1797	538	4	jaad.2020.07.013	jaad.2020.07.013	PROPN
dpc-1797	538	5	.	.	PROPN
dpc-1797	538	6	61	61	NUM
dpc-1797	538	7	.	.	PUNCT
dpc-1797	539	1	tschandl	tschandl	PROPN
dpc-1797	539	2	p	p	PROPN
dpc-1797	539	3	,	,	PUNCT
dpc-1797	539	4	hofmann	hofmann	PROPN
dpc-1797	539	5	l	l	PROPN
dpc-1797	539	6	,	,	PUNCT
dpc-1797	539	7	fink	fink	PROPN
dpc-1797	539	8	c	c	PROPN
dpc-1797	539	9	,	,	PUNCT
dpc-1797	539	10	kittler	kittler	NOUN
dpc-1797	539	11	h	h	NOUN
dpc-1797	539	12	,	,	PUNCT
dpc-1797	539	13	haenssle	haenssle	PROPN
dpc-1797	539	14	ha	ha	INTJ
dpc-1797	539	15	.	.	PROPN
dpc-1797	539	16	melanomas	melanomas	PROPN
dpc-1797	539	17	vs.	vs.	ADP
dpc-1797	539	18	nevi	nevi	NOUN
dpc-1797	539	19	in	in	ADP
dpc-1797	539	20	high	high	ADJ
dpc-1797	539	21	-	-	PUNCT
dpc-1797	539	22	risk	risk	NOUN
dpc-1797	539	23	patients	patient	NOUN
dpc-1797	539	24	under	under	ADP
dpc-1797	539	25	long	long	ADJ
dpc-1797	539	26	-	-	PUNCT
dpc-1797	539	27	term	term	NOUN
dpc-1797	539	28	monitoring	monitoring	NOUN
dpc-1797	539	29	with	with	ADP
dpc-1797	539	30	digital	digital	ADJ
dpc-1797	539	31	dermatoscopy	dermatoscopy	NOUN
dpc-1797	539	32	:	:	PUNCT
dpc-1797	539	33	do	do	AUX
dpc-1797	539	34	melanomas	melanomas	NOUN
dpc-1797	539	35	and	and	CCONJ
dpc-1797	539	36	nevi	nevi	PROPN
dpc-1797	539	37	already	already	ADV
dpc-1797	539	38	differ	differ	VERB
dpc-1797	539	39	at	at	ADP
dpc-1797	539	40	baseline	baseline	NOUN
dpc-1797	539	41	?	?	PUNCT
dpc-1797	540	1	j	j	PROPN
dpc-1797	540	2	eur	eur	PROPN
dpc-1797	540	3	acad	acad	PROPN
dpc-1797	540	4	dermatol	dermatol	NOUN
dpc-1797	540	5	venereol	venereol	NOUN
dpc-1797	540	6	.	.	PUNCT
dpc-1797	541	1	2017;31	2017;31	NOUN
dpc-1797	541	2	:	:	PUNCT
dpc-1797	541	3	972–977	972–977	NUM
dpc-1797	541	4	.	.	PUNCT
dpc-1797	542	1	doi	doi	NOUN
dpc-1797	542	2	.	.	PUNCT
dpc-1797	542	3	10.1111	10.1111	NUM
dpc-1797	542	4	/	/	SYM
dpc-1797	542	5	jdv.14065	jdv.14065	PROPN
dpc-1797	542	6	.	.	PUNCT
dpc-1797	543	1	review	review	VERB
dpc-1797	543	2	|	|	ADV
dpc-1797	543	3	dermatol	dermatol	ADJ
dpc-1797	543	4	pract	pract	NOUN
dpc-1797	543	5	concept	concept	NOUN
dpc-1797	543	6	.	.	PUNCT
dpc-1797	544	1	2021	2021	NUM
dpc-1797	544	2	;	;	PUNCT
dpc-1797	544	3	11(s1	11(s1	NUM
dpc-1797	544	4	):	):	PUNCT
dpc-1797	544	5	e2021163s	e2021163s	PROPN
dpc-1797	544	6	9	9	NUM
dpc-1797	544	7	62	62	NUM
dpc-1797	544	8	.	.	PUNCT
dpc-1797	545	1	jaimes	jaimes	PROPN
dpc-1797	545	2	n	n	CCONJ
dpc-1797	545	3	,	,	PUNCT
dpc-1797	545	4	dusza	dusza	PROPN
dpc-1797	545	5	sw	sw	PROPN
dpc-1797	545	6	,	,	PUNCT
dpc-1797	545	7	quigley	quigley	PROPN
dpc-1797	545	8	ea	ea	PROPN
dpc-1797	545	9	,	,	PUNCT
dpc-1797	545	10	braun	braun	PROPN
dpc-1797	545	11	rp	rp	NOUN
dpc-1797	545	12	,	,	PUNCT
dpc-1797	545	13	puig	puig	PROPN
dpc-1797	545	14	s	s	PART
dpc-1797	545	15	,	,	PUNCT
dpc-1797	545	16	malvehy	malvehy	PROPN
dpc-1797	545	17	j	j	PROPN
dpc-1797	545	18	,	,	PUNCT
dpc-1797	545	19	et	et	PROPN
dpc-1797	545	20	al	al	PROPN
dpc-1797	545	21	.	.	PROPN
dpc-1797	546	1	influence	influence	NOUN
dpc-1797	546	2	of	of	ADP
dpc-1797	546	3	time	time	NOUN
dpc-1797	546	4	on	on	ADP
dpc-1797	546	5	dermoscopic	dermoscopic	ADJ
dpc-1797	546	6	diagnosis	diagnosis	NOUN
dpc-1797	546	7	and	and	CCONJ
dpc-1797	546	8	management	management	NOUN
dpc-1797	546	9	.	.	PUNCT
dpc-1797	547	1	australas	australas	PROPN
dpc-1797	547	2	j	j	PROPN
dpc-1797	547	3	dermatol	dermatol	NOUN
dpc-1797	547	4	.	.	PUNCT
dpc-1797	548	1	2013;54	2013;54	NUM
dpc-1797	548	2	:	:	PUNCT
dpc-1797	549	1	96–104	96–104	X
dpc-1797	549	2	.	.	PUNCT
dpc-1797	549	3	doi	doi	PROPN
dpc-1797	549	4	:	:	PUNCT
dpc-1797	549	5	10.1111/	10.1111/	NUM
dpc-1797	549	6	ajd.12001	ajd.12001	NUM
dpc-1797	549	7	.	.	PUNCT
dpc-1797	549	8	63	63	NUM
dpc-1797	549	9	.	.	PUNCT
dpc-1797	550	1	skvara	skvara	PROPN
dpc-1797	550	2	h	h	PROPN
dpc-1797	550	3	,	,	PUNCT
dpc-1797	550	4	teban	teban	NOUN
dpc-1797	550	5	l	l	NOUN
dpc-1797	550	6	,	,	PUNCT
dpc-1797	550	7	fiebiger	fiebiger	PROPN
dpc-1797	550	8	m	m	PROPN
dpc-1797	550	9	,	,	PUNCT
dpc-1797	550	10	binder	binder	NOUN
dpc-1797	550	11	m	m	PROPN
dpc-1797	550	12	,	,	PUNCT
dpc-1797	550	13	kittler	kittler	PROPN
dpc-1797	550	14	h.	h.	PROPN
dpc-1797	550	15	limitations	limitation	NOUN
dpc-1797	550	16	of	of	ADP
dpc-1797	550	17	dermoscopy	dermoscopy	NOUN
dpc-1797	550	18	in	in	ADP
dpc-1797	550	19	the	the	DET
dpc-1797	550	20	recognition	recognition	NOUN
dpc-1797	550	21	of	of	ADP
dpc-1797	550	22	melanoma	melanoma	NOUN
dpc-1797	550	23	.	.	PUNCT
dpc-1797	551	1	arch	arch	ADJ
dpc-1797	551	2	dermatol	dermatol	NOUN
dpc-1797	551	3	.	.	PUNCT
dpc-1797	552	1	2005;141	2005;141	NUM
dpc-1797	552	2	:	:	PUNCT
dpc-1797	553	1	155–160	155–160	NUM
dpc-1797	553	2	.	.	PUNCT
dpc-1797	553	3	doi	doi	NOUN
dpc-1797	553	4	:	:	PUNCT
dpc-1797	553	5	10.1001	10.1001	NUM
dpc-1797	553	6	/	/	SYM
dpc-1797	553	7	archderm.141.2.155	archderm.141.2.155	NOUN
dpc-1797	553	8	.	.	PROPN
dpc-1797	553	9	64	64	NUM
dpc-1797	553	10	.	.	PUNCT
dpc-1797	554	1	kittler	kittler	PROPN
dpc-1797	554	2	h	h	PROPN
dpc-1797	554	3	,	,	PUNCT
dpc-1797	554	4	pehamberger	pehamberger	ADJ
dpc-1797	554	5	h	h	NOUN
dpc-1797	554	6	,	,	PUNCT
dpc-1797	554	7	wolff	wolff	PROPN
dpc-1797	554	8	k	k	PROPN
dpc-1797	554	9	,	,	PUNCT
dpc-1797	554	10	binder	binder	NOUN
dpc-1797	554	11	m.	m.	NOUN
dpc-1797	554	12	follow	follow	NOUN
dpc-1797	554	13	-	-	PUNCT
dpc-1797	554	14	up	up	NOUN
dpc-1797	554	15	of	of	ADP
dpc-1797	554	16	melanocytic	melanocytic	ADJ
dpc-1797	554	17	skin	skin	NOUN
dpc-1797	554	18	lesions	lesion	NOUN
dpc-1797	554	19	with	with	ADP
dpc-1797	554	20	digital	digital	ADJ
dpc-1797	554	21	epiluminescence	epiluminescence	NOUN
dpc-1797	554	22	microscopy	microscopy	NOUN
dpc-1797	554	23	:	:	PUNCT
dpc-1797	554	24	patterns	pattern	NOUN
dpc-1797	554	25	of	of	ADP
dpc-1797	554	26	modifications	modification	NOUN
dpc-1797	554	27	observed	observe	VERB
dpc-1797	554	28	in	in	ADP
dpc-1797	554	29	early	early	ADJ
dpc-1797	554	30	melanoma	melanoma	NOUN
dpc-1797	554	31	,	,	PUNCT
dpc-1797	554	32	atypical	atypical	ADJ
dpc-1797	554	33	nevi	nevi	NOUN
dpc-1797	554	34	,	,	PUNCT
dpc-1797	554	35	and	and	CCONJ
dpc-1797	554	36	common	common	ADJ
dpc-1797	554	37	nevi	nevi	NOUN
dpc-1797	554	38	.	.	PUNCT
dpc-1797	555	1	j	j	PROPN
dpc-1797	555	2	am	be	AUX
dpc-1797	555	3	acad	acad	ADJ
dpc-1797	555	4	dermatol	dermatol	NOUN
dpc-1797	555	5	.	.	PUNCT
dpc-1797	556	1	2000;43	2000;43	NUM
dpc-1797	556	2	:	:	PUNCT
dpc-1797	556	3	467–476	467–476	NUM
dpc-1797	556	4	.	.	PUNCT
dpc-1797	557	1	doi	doi	NOUN
dpc-1797	557	2	:	:	PUNCT
dpc-1797	557	3	10.1067	10.1067	NUM
dpc-1797	557	4	/	/	SYM
dpc-1797	557	5	mjd.2000.107504	mjd.2000.107504	NOUN
dpc-1797	557	6	.	.	PUNCT
dpc-1797	558	1	65	65	NUM
dpc-1797	558	2	.	.	PUNCT
dpc-1797	559	1	kittler	kittler	PROPN
dpc-1797	559	2	h	h	PROPN
dpc-1797	559	3	,	,	PUNCT
dpc-1797	559	4	binder	binder	NOUN
dpc-1797	559	5	m.	m.	NOUN
dpc-1797	559	6	follow	follow	NOUN
dpc-1797	559	7	-	-	PUNCT
dpc-1797	559	8	up	up	NOUN
dpc-1797	559	9	of	of	ADP
dpc-1797	559	10	melanocytic	melanocytic	ADJ
dpc-1797	559	11	skin	skin	NOUN
dpc-1797	559	12	lesions	lesion	NOUN
dpc-1797	559	13	with	with	ADP
dpc-1797	559	14	digital	digital	ADJ
dpc-1797	559	15	dermoscopy	dermoscopy	NOUN
dpc-1797	559	16	:	:	PUNCT
dpc-1797	559	17	risks	risk	NOUN
dpc-1797	559	18	and	and	CCONJ
dpc-1797	559	19	benefits	benefit	NOUN
dpc-1797	559	20	.	.	PUNCT
dpc-1797	560	1	archives	archive	NOUN
dpc-1797	560	2	of	of	ADP
dpc-1797	560	3	dermatology	dermatology	NOUN
dpc-1797	560	4	.	.	PUNCT
dpc-1797	561	1	2002	2002	NUM
dpc-1797	561	2	.	.	PUNCT
dpc-1797	562	1	p.	p.	NOUN
dpc-1797	562	2	1379	1379	NUM
dpc-1797	562	3	.	.	PUNCT
dpc-1797	563	1	doi	doi	NOUN
dpc-1797	563	2	:	:	PUNCT
dpc-1797	563	3	10.1001	10.1001	NUM
dpc-1797	563	4	/	/	SYM
dpc-1797	563	5	archderm.138.10.1379	archderm.138.10.1379	NOUN
dpc-1797	563	6	.	.	PUNCT
dpc-1797	564	1	66	66	NUM
dpc-1797	564	2	.	.	PUNCT
dpc-1797	565	1	salerni	salerni	PROPN
dpc-1797	565	2	g	g	PROPN
dpc-1797	565	3	,	,	PUNCT
dpc-1797	565	4	terán	terán	PROPN
dpc-1797	565	5	t	t	PROPN
dpc-1797	565	6	,	,	PUNCT
dpc-1797	565	7	puig	puig	PROPN
dpc-1797	565	8	s	s	PROPN
dpc-1797	565	9	,	,	PUNCT
dpc-1797	565	10	malvehy	malvehy	PROPN
dpc-1797	565	11	j	j	PROPN
dpc-1797	565	12	,	,	PUNCT
dpc-1797	565	13	zalaudek	zalaudek	PROPN
dpc-1797	565	14	i	i	PRON
dpc-1797	565	15	,	,	PUNCT
dpc-1797	565	16	argenziano	argenziano	VERB
dpc-1797	565	17	g	g	NOUN
dpc-1797	565	18	,	,	PUNCT
dpc-1797	565	19	et	et	PROPN
dpc-1797	565	20	al	al	PROPN
dpc-1797	565	21	.	.	PUNCT
dpc-1797	566	1	meta	meta	VERB
dpc-1797	566	2	-	-	PUNCT
dpc-1797	566	3	analysis	analysis	NOUN
dpc-1797	566	4	of	of	ADP
dpc-1797	566	5	digital	digital	ADJ
dpc-1797	566	6	dermoscopy	dermoscopy	NOUN
dpc-1797	566	7	follow	follow	NOUN
dpc-1797	566	8	-	-	PUNCT
dpc-1797	566	9	up	up	NOUN
dpc-1797	566	10	of	of	ADP
dpc-1797	566	11	melanocytic	melanocytic	ADJ
dpc-1797	566	12	skin	skin	NOUN
dpc-1797	566	13	lesions	lesion	NOUN
dpc-1797	566	14	:	:	PUNCT
dpc-1797	566	15	a	a	DET
dpc-1797	566	16	study	study	NOUN
dpc-1797	566	17	on	on	ADP
dpc-1797	566	18	behalf	behalf	NOUN
dpc-1797	566	19	of	of	ADP
dpc-1797	566	20	the	the	DET
dpc-1797	566	21	international	international	ADJ
dpc-1797	566	22	dermoscopy	dermoscopy	NOUN
dpc-1797	566	23	society	society	NOUN
dpc-1797	566	24	.	.	PUNCT
dpc-1797	567	1	j	j	PROPN
dpc-1797	567	2	eur	eur	PROPN
dpc-1797	567	3	acad	acad	PROPN
dpc-1797	567	4	dermatol	dermatol	NOUN
dpc-1797	567	5	venereol	venereol	NOUN
dpc-1797	567	6	.	.	PUNCT
dpc-1797	568	1	2013;27	2013;27	NUM
dpc-1797	568	2	:	:	PUNCT
dpc-1797	569	1	805–814	805–814	NUM
dpc-1797	569	2	.	.	PUNCT
dpc-1797	570	1	doi	doi	NOUN
dpc-1797	570	2	:	:	PUNCT
dpc-1797	570	3	10.1111	10.1111	NUM
dpc-1797	570	4	/	/	SYM
dpc-1797	570	5	jdv.12032	jdv.12032	NOUN
dpc-1797	570	6	.	.	PUNCT
dpc-1797	571	1	67	67	NUM
dpc-1797	571	2	.	.	PUNCT
dpc-1797	572	1	menzies	menzies	PROPN
dpc-1797	572	2	sw	sw	PROPN
dpc-1797	572	3	,	,	PUNCT
dpc-1797	572	4	emery	emery	PROPN
dpc-1797	572	5	j	j	PROPN
dpc-1797	572	6	,	,	PUNCT
dpc-1797	572	7	staples	staples	PROPN
dpc-1797	572	8	m	m	PROPN
dpc-1797	572	9	,	,	PUNCT
dpc-1797	572	10	davies	davies	PROPN
dpc-1797	572	11	s	s	PROPN
dpc-1797	572	12	,	,	PUNCT
dpc-1797	572	13	mcavoy	mcavoy	PROPN
dpc-1797	572	14	b	b	PROPN
dpc-1797	572	15	,	,	PUNCT
dpc-1797	572	16	fletcher	fletcher	PROPN
dpc-1797	572	17	j	j	PROPN
dpc-1797	572	18	,	,	PUNCT
dpc-1797	572	19	et	et	PROPN
dpc-1797	572	20	al	al	PROPN
dpc-1797	572	21	.	.	PROPN
dpc-1797	572	22	impact	impact	NOUN
dpc-1797	572	23	of	of	ADP
dpc-1797	572	24	dermoscopy	dermoscopy	NOUN
dpc-1797	572	25	and	and	CCONJ
dpc-1797	572	26	short	short	ADJ
dpc-1797	572	27	-	-	PUNCT
dpc-1797	572	28	term	term	NOUN
dpc-1797	572	29	sequential	sequential	ADJ
dpc-1797	572	30	digital	digital	ADJ
dpc-1797	572	31	dermoscopy	dermoscopy	NOUN
dpc-1797	572	32	imaging	imaging	NOUN
dpc-1797	572	33	for	for	ADP
dpc-1797	572	34	the	the	DET
dpc-1797	572	35	management	management	NOUN
dpc-1797	572	36	of	of	ADP
dpc-1797	572	37	pigmented	pigmented	ADJ
dpc-1797	572	38	lesions	lesion	NOUN
dpc-1797	572	39	in	in	ADP
dpc-1797	572	40	primary	primary	ADJ
dpc-1797	572	41	care	care	NOUN
dpc-1797	572	42	:	:	PUNCT
dpc-1797	572	43	a	a	DET
dpc-1797	572	44	sequential	sequential	ADJ
dpc-1797	572	45	intervention	intervention	NOUN
dpc-1797	572	46	trial	trial	NOUN
dpc-1797	572	47	.	.	PUNCT
dpc-1797	573	1	br	br	PROPN
dpc-1797	573	2	j	j	PROPN
dpc-1797	573	3	dermatol	dermatol	NOUN
dpc-1797	573	4	.	.	PUNCT
dpc-1797	574	1	2009;161	2009;161	NUM
dpc-1797	574	2	:	:	PUNCT
dpc-1797	574	3	1270–1277	1270–1277	NUM
dpc-1797	574	4	.	.	PUNCT
dpc-1797	575	1	doi	doi	NOUN
dpc-1797	575	2	:	:	PUNCT
dpc-1797	575	3	10.1111	10.1111	NUM
dpc-1797	575	4	/	/	SYM
dpc-1797	575	5	j.13652133.2009.09374.x	j.13652133.2009.09374.x	PROPN
dpc-1797	575	6	.	.	PUNCT
dpc-1797	576	1	68	68	NUM
dpc-1797	576	2	.	.	PUNCT
dpc-1797	577	1	haenssle	haenssle	PROPN
dpc-1797	577	2	ha	ha	INTJ
dpc-1797	577	3	,	,	PUNCT
dpc-1797	577	4	krueger	krueger	PROPN
dpc-1797	577	5	u	u	PROPN
dpc-1797	577	6	,	,	PUNCT
dpc-1797	577	7	vente	vente	PROPN
dpc-1797	577	8	c	c	PROPN
dpc-1797	577	9	,	,	PUNCT
dpc-1797	577	10	thoms	thoms	PROPN
dpc-1797	577	11	k	k	PROPN
dpc-1797	577	12	-	-	PROPN
dpc-1797	577	13	m	m	PROPN
dpc-1797	577	14	,	,	PUNCT
dpc-1797	577	15	bertsch	bertsch	PROPN
dpc-1797	577	16	hp	hp	PROPN
dpc-1797	577	17	,	,	PUNCT
dpc-1797	577	18	zutt	zutt	PROPN
dpc-1797	577	19	m	m	PROPN
dpc-1797	577	20	,	,	PUNCT
dpc-1797	577	21	et	et	PROPN
dpc-1797	577	22	al	al	PROPN
dpc-1797	577	23	.	.	PROPN
dpc-1797	577	24	results	result	VERB
dpc-1797	577	25	from	from	ADP
dpc-1797	577	26	an	an	DET
dpc-1797	577	27	observational	observational	ADJ
dpc-1797	577	28	trial	trial	NOUN
dpc-1797	577	29	:	:	PUNCT
dpc-1797	577	30	digital	digital	ADJ
dpc-1797	577	31	epiluminescence	epiluminescence	NOUN
dpc-1797	577	32	microscopy	microscopy	NOUN
dpc-1797	577	33	follow	follow	NOUN
dpc-1797	577	34	-	-	PUNCT
dpc-1797	577	35	up	up	NOUN
dpc-1797	577	36	of	of	ADP
dpc-1797	577	37	atypical	atypical	ADJ
dpc-1797	577	38	nevi	nevi	NOUN
dpc-1797	577	39	increases	increase	VERB
dpc-1797	577	40	the	the	DET
dpc-1797	577	41	sensitivity	sensitivity	NOUN
dpc-1797	577	42	and	and	CCONJ
dpc-1797	577	43	the	the	DET
dpc-1797	577	44	chance	chance	NOUN
dpc-1797	577	45	of	of	ADP
dpc-1797	577	46	success	success	NOUN
dpc-1797	577	47	of	of	ADP
dpc-1797	577	48	conventional	conventional	ADJ
dpc-1797	577	49	dermoscopy	dermoscopy	NOUN
dpc-1797	577	50	in	in	ADP
dpc-1797	577	51	detecting	detect	VERB
dpc-1797	577	52	melanoma	melanoma	NOUN
dpc-1797	577	53	.	.	PUNCT
dpc-1797	578	1	j	j	PROPN
dpc-1797	578	2	invest	invest	VERB
dpc-1797	578	3	dermatol	dermatol	NOUN
dpc-1797	578	4	.	.	PUNCT
dpc-1797	579	1	2006;126	2006;126	NOUN
dpc-1797	579	2	:	:	PUNCT
dpc-1797	580	1	980–985	980–985	NUM
dpc-1797	580	2	.	.	PUNCT
dpc-1797	580	3	doi	doi	PROPN
dpc-1797	580	4	.	.	PUNCT
dpc-1797	580	5	10.1038	10.1038	NUM
dpc-1797	580	6	/	/	SYM
dpc-1797	580	7	sj.jid.5700119	sj.jid.5700119	PROPN
dpc-1797	580	8	.	.	PROPN
dpc-1797	581	1	69	69	NUM
dpc-1797	581	2	.	.	PUNCT
dpc-1797	582	1	carli	carli	PROPN
dpc-1797	582	2	p.	p.	PROPN
dpc-1797	582	3	identification	identification	NOUN
dpc-1797	582	4	of	of	ADP
dpc-1797	582	5	incipient	incipient	ADJ
dpc-1797	582	6	tumors	tumor	NOUN
dpc-1797	582	7	by	by	ADP
dpc-1797	582	8	means	mean	NOUN
dpc-1797	582	9	of	of	ADP
dpc-1797	582	10	sequential	sequential	ADJ
dpc-1797	582	11	dermoscopy	dermoscopy	NOUN
dpc-1797	582	12	imaging	imaging	NOUN
dpc-1797	582	13	:	:	PUNCT
dpc-1797	582	14	a	a	DET
dpc-1797	582	15	new	new	ADJ
dpc-1797	582	16	way	way	NOUN
dpc-1797	582	17	to	to	PART
dpc-1797	582	18	inflate	inflate	VERB
dpc-1797	582	19	the	the	DET
dpc-1797	582	20	“	"	PUNCT
dpc-1797	582	21	epidemic	epidemic	NOUN
dpc-1797	582	22	”	"	PUNCT
dpc-1797	582	23	of	of	ADP
dpc-1797	582	24	melanoma	melanoma	NOUN
dpc-1797	582	25	?	?	PUNCT
dpc-1797	583	1	archives	archive	NOUN
dpc-1797	583	2	of	of	ADP
dpc-1797	583	3	dermatology	dermatology	NOUN
dpc-1797	583	4	.	.	PUNCT
dpc-1797	584	1	2007	2007	NUM
dpc-1797	584	2	.	.	PUNCT
dpc-1797	585	1	p.	p.	NOUN
dpc-1797	585	2	799	799	NUM
dpc-1797	585	3	.	.	PUNCT
dpc-1797	586	1	doi:10.1001	doi:10.1001	PROPN
dpc-1797	586	2	/	/	SYM
dpc-1797	586	3	archderm.143.6.805	archderm.143.6.805	PROPN
dpc-1797	586	4	-	-	NOUN
dpc-1797	586	5	a.	a.	NOUN
dpc-1797	586	6	70	70	NUM
dpc-1797	586	7	.	.	PUNCT
dpc-1797	587	1	haenssle	haenssle	PROPN
dpc-1797	587	2	ha	ha	INTJ
dpc-1797	587	3	,	,	PUNCT
dpc-1797	587	4	winkler	winkler	PROPN
dpc-1797	587	5	jk	jk	PROPN
dpc-1797	587	6	,	,	PUNCT
dpc-1797	587	7	fink	fink	PROPN
dpc-1797	587	8	c	c	PROPN
dpc-1797	587	9	,	,	PUNCT
dpc-1797	587	10	toberer	toberer	NOUN
dpc-1797	587	11	f	f	X
dpc-1797	587	12	,	,	PUNCT
dpc-1797	587	13	enk	enk	PROPN
dpc-1797	587	14	a	a	PRON
dpc-1797	587	15	,	,	PUNCT
dpc-1797	587	16	stolz	stolz	PROPN
dpc-1797	587	17	w	w	PROPN
dpc-1797	587	18	,	,	PUNCT
dpc-1797	587	19	et	et	PROPN
dpc-1797	587	20	al	al	PROPN
dpc-1797	587	21	.	.	PUNCT
dpc-1797	588	1	skin	skin	NOUN
dpc-1797	588	2	lesions	lesion	NOUN
dpc-1797	588	3	of	of	ADP
dpc-1797	588	4	face	face	NOUN
dpc-1797	588	5	and	and	CCONJ
dpc-1797	588	6	scalp	scalp	NOUN
dpc-1797	588	7	classification	classification	NOUN
dpc-1797	588	8	by	by	ADP
dpc-1797	588	9	a	a	DET
dpc-1797	588	10	market	market	NOUN
dpc-1797	588	11	-	-	PUNCT
dpc-1797	588	12	approved	approve	VERB
dpc-1797	588	13	convolutional	convolutional	ADJ
dpc-1797	588	14	neural	neural	ADJ
dpc-1797	588	15	network	network	NOUN
dpc-1797	588	16	in	in	ADP
dpc-1797	588	17	comparison	comparison	NOUN
dpc-1797	588	18	with	with	ADP
dpc-1797	588	19	64	64	NUM
dpc-1797	588	20	dermatologists	dermatologist	NOUN
dpc-1797	588	21	.	.	PUNCT
dpc-1797	589	1	eur	eur	PROPN
dpc-1797	589	2	j	j	PROPN
dpc-1797	589	3	cancer	cancer	NOUN
dpc-1797	589	4	.	.	PUNCT
dpc-1797	590	1	2021;144	2021;144	NUM
dpc-1797	590	2	:	:	PUNCT
dpc-1797	591	1	192–199	192–199	NUM
dpc-1797	591	2	.	.	PUNCT
dpc-1797	591	3	doi	doi	NOUN
dpc-1797	591	4	:	:	PUNCT
dpc-1797	591	5	10.1016	10.1016	NUM
dpc-1797	591	6	/	/	SYM
dpc-1797	591	7	j.	j.	PROPN
dpc-1797	591	8	ejca.2020.11.034	ejca.2020.11.034	PROPN
dpc-1797	591	9	.	.	PROPN
dpc-1797	592	1	71	71	NUM
dpc-1797	592	2	.	.	PUNCT
dpc-1797	592	3	tschandl	tschandl	PROPN
dpc-1797	592	4	p	p	NOUN
dpc-1797	592	5	,	,	PUNCT
dpc-1797	592	6	codella	codella	PROPN
dpc-1797	592	7	n	n	CCONJ
dpc-1797	592	8	,	,	PUNCT
dpc-1797	592	9	akay	akay	PROPN
dpc-1797	592	10	bn	bn	NOUN
dpc-1797	592	11	,	,	PUNCT
dpc-1797	592	12	argenziano	argenziano	ADJ
dpc-1797	592	13	g	g	NOUN
dpc-1797	592	14	,	,	PUNCT
dpc-1797	592	15	braun	braun	PROPN
dpc-1797	592	16	rp	rp	NOUN
dpc-1797	592	17	,	,	PUNCT
dpc-1797	592	18	cabo	cabo	NOUN
dpc-1797	592	19	h	h	NOUN
dpc-1797	592	20	,	,	PUNCT
dpc-1797	592	21	et	et	PROPN
dpc-1797	592	22	al	al	PROPN
dpc-1797	592	23	.	.	PROPN
dpc-1797	592	24	comparison	comparison	NOUN
dpc-1797	592	25	of	of	ADP
dpc-1797	592	26	the	the	DET
dpc-1797	592	27	accuracy	accuracy	NOUN
dpc-1797	592	28	of	of	ADP
dpc-1797	592	29	human	human	ADJ
dpc-1797	592	30	readers	reader	NOUN
dpc-1797	592	31	versus	versus	ADP
dpc-1797	592	32	machine	machine	NOUN
dpc-1797	592	33	-	-	PUNCT
dpc-1797	592	34	learning	learn	VERB
dpc-1797	592	35	algorithms	algorithm	NOUN
dpc-1797	592	36	for	for	ADP
dpc-1797	592	37	pigmented	pigmented	ADJ
dpc-1797	592	38	skin	skin	NOUN
dpc-1797	592	39	lesion	lesion	NOUN
dpc-1797	592	40	classification	classification	NOUN
dpc-1797	592	41	:	:	PUNCT
dpc-1797	592	42	an	an	DET
dpc-1797	592	43	open	open	ADJ
dpc-1797	592	44	,	,	PUNCT
dpc-1797	592	45	web	web	NOUN
dpc-1797	592	46	-	-	PUNCT
dpc-1797	592	47	based	base	VERB
dpc-1797	592	48	,	,	PUNCT
dpc-1797	592	49	international	international	ADJ
dpc-1797	592	50	,	,	PUNCT
dpc-1797	592	51	diagnostic	diagnostic	ADJ
dpc-1797	592	52	study	study	NOUN
dpc-1797	592	53	.	.	PUNCT
dpc-1797	593	1	lancet	lancet	PROPN
dpc-1797	593	2	oncol	oncol	PROPN
dpc-1797	593	3	.	.	PUNCT
dpc-1797	594	1	2019;20	2019;20	VERB
dpc-1797	594	2	:	:	PUNCT
dpc-1797	595	1	938–947	938–947	NUM
dpc-1797	595	2	.	.	PUNCT
dpc-1797	595	3	doi	doi	NOUN
dpc-1797	595	4	.	.	PUNCT
dpc-1797	596	1	10.1016	10.1016	NUM
dpc-1797	596	2	/	/	SYM
dpc-1797	596	3	s14702045(19)30333	s14702045(19)30333	NOUN
dpc-1797	596	4	-	-	PUNCT
dpc-1797	596	5	x.	x.	NOUN
dpc-1797	596	6	72	72	NUM
dpc-1797	596	7	.	.	PUNCT
dpc-1797	597	1	tschandl	tschandl	PROPN
dpc-1797	597	2	p	p	NOUN
dpc-1797	597	3	,	,	PUNCT
dpc-1797	597	4	rinner	rinner	NOUN
dpc-1797	597	5	c	c	NOUN
dpc-1797	597	6	,	,	PUNCT
dpc-1797	597	7	apalla	apalla	PROPN
dpc-1797	597	8	z	z	NOUN
dpc-1797	597	9	,	,	PUNCT
dpc-1797	597	10	argenziano	argenziano	ADJ
dpc-1797	597	11	g	g	NOUN
dpc-1797	597	12	,	,	PUNCT
dpc-1797	597	13	codella	codella	PROPN
dpc-1797	597	14	n	n	CCONJ
dpc-1797	597	15	,	,	PUNCT
dpc-1797	597	16	halpern	halpern	PROPN
dpc-1797	597	17	a	a	PRON
dpc-1797	597	18	,	,	PUNCT
dpc-1797	597	19	et	et	PROPN
dpc-1797	597	20	al	al	PROPN
dpc-1797	597	21	.	.	PUNCT
dpc-1797	597	22	human	human	ADJ
dpc-1797	597	23	-	-	PUNCT
dpc-1797	597	24	computer	computer	NOUN
dpc-1797	597	25	collaboration	collaboration	NOUN
dpc-1797	597	26	for	for	ADP
dpc-1797	597	27	skin	skin	NOUN
dpc-1797	597	28	cancer	cancer	NOUN
dpc-1797	597	29	recognition	recognition	NOUN
dpc-1797	597	30	.	.	PUNCT
dpc-1797	598	1	nat	nat	PROPN
dpc-1797	598	2	med	med	PROPN
dpc-1797	598	3	.	.	PUNCT
dpc-1797	599	1	2020	2020	NUM
dpc-1797	599	2	.	.	PUNCT
dpc-1797	600	1	doi:10.1038	doi:10.1038	NOUN
dpc-1797	600	2	/	/	SYM
dpc-1797	600	3	s41591	s41591	NOUN
dpc-1797	600	4	-	-	PUNCT
dpc-1797	600	5	020	020	NUM
dpc-1797	600	6	-	-	PUNCT
dpc-1797	600	7	0942	0942	NUM
dpc-1797	600	8	-	-	PUNCT
dpc-1797	600	9	0	0	NUM
dpc-1797	600	10	.	.	PUNCT
dpc-1797	600	11	73	73	NUM
dpc-1797	600	12	.	.	PUNCT
dpc-1797	601	1	winkler	winkler	PROPN
dpc-1797	601	2	jk	jk	PROPN
dpc-1797	601	3	,	,	PUNCT
dpc-1797	601	4	sies	sies	PROPN
dpc-1797	601	5	k	k	PROPN
dpc-1797	601	6	,	,	PUNCT
dpc-1797	601	7	fink	fink	VERB
dpc-1797	601	8	c	c	PROPN
dpc-1797	601	9	,	,	PUNCT
dpc-1797	601	10	toberer	toberer	NOUN
dpc-1797	601	11	f	f	X
dpc-1797	601	12	,	,	PUNCT
dpc-1797	601	13	enk	enk	PROPN
dpc-1797	601	14	a	a	PRON
dpc-1797	601	15	,	,	PUNCT
dpc-1797	601	16	deinlein	deinlein	PROPN
dpc-1797	601	17	t	t	PROPN
dpc-1797	601	18	,	,	PUNCT
dpc-1797	601	19	et	et	PROPN
dpc-1797	601	20	al	al	PROPN
dpc-1797	601	21	.	.	PUNCT
dpc-1797	602	1	melanoma	melanoma	PROPN
dpc-1797	602	2	recognition	recognition	NOUN
dpc-1797	602	3	by	by	ADP
dpc-1797	602	4	a	a	DET
dpc-1797	602	5	deep	deep	ADJ
dpc-1797	602	6	learning	learning	NOUN
dpc-1797	602	7	convolutional	convolutional	ADJ
dpc-1797	602	8	neural	neural	ADJ
dpc-1797	602	9	network	network	NOUN
dpc-1797	602	10	-	-	PUNCT
dpc-1797	602	11	performance	performance	NOUN
dpc-1797	602	12	in	in	ADP
dpc-1797	602	13	different	different	ADJ
dpc-1797	602	14	melanoma	melanoma	NOUN
dpc-1797	602	15	subtypes	subtype	NOUN
dpc-1797	602	16	and	and	CCONJ
dpc-1797	602	17	localisations	localisation	NOUN
dpc-1797	602	18	.	.	PUNCT
dpc-1797	603	1	eur	eur	PROPN
dpc-1797	603	2	j	j	PROPN
dpc-1797	603	3	cancer	cancer	NOUN
dpc-1797	603	4	.	.	PUNCT
dpc-1797	604	1	2020;127	2020;127	NUM
dpc-1797	604	2	:	:	PUNCT
dpc-1797	604	3	21–29	21–29	NUM
dpc-1797	604	4	.	.	PUNCT
dpc-1797	605	1	doi	doi	NOUN
dpc-1797	605	2	:	:	PUNCT
dpc-1797	605	3	10.1016	10.1016	NUM
dpc-1797	605	4	/	/	SYM
dpc-1797	605	5	j.	j.	PROPN
dpc-1797	605	6	ejca.2019.11.020	ejca.2019.11.020	PROPN
dpc-1797	605	7	.	.	PROPN
dpc-1797	606	1	74	74	NUM
dpc-1797	606	2	.	.	PUNCT
dpc-1797	607	1	haenssle	haenssle	PROPN
dpc-1797	607	2	ha	ha	INTJ
dpc-1797	607	3	,	,	PUNCT
dpc-1797	607	4	fink	fink	PROPN
dpc-1797	607	5	c	c	PROPN
dpc-1797	607	6	,	,	PUNCT
dpc-1797	607	7	schneiderbauer	schneiderbauer	PROPN
dpc-1797	607	8	r	r	NOUN
dpc-1797	607	9	,	,	PUNCT
dpc-1797	607	10	toberer	toberer	NOUN
dpc-1797	607	11	f	f	PROPN
dpc-1797	607	12	,	,	PUNCT
dpc-1797	607	13	buhl	buhl	PROPN
dpc-1797	607	14	t	t	PROPN
dpc-1797	607	15	,	,	PUNCT
dpc-1797	607	16	blum	blum	PROPN
dpc-1797	607	17	a	a	PROPN
dpc-1797	607	18	,	,	PUNCT
dpc-1797	607	19	et	et	PROPN
dpc-1797	607	20	al	al	PROPN
dpc-1797	607	21	.	.	PROPN
dpc-1797	607	22	man	man	NOUN
dpc-1797	607	23	against	against	ADP
dpc-1797	607	24	machine	machine	NOUN
dpc-1797	607	25	:	:	PUNCT
dpc-1797	607	26	diagnostic	diagnostic	ADJ
dpc-1797	607	27	performance	performance	NOUN
dpc-1797	607	28	of	of	ADP
dpc-1797	607	29	a	a	DET
dpc-1797	607	30	deep	deep	ADJ
dpc-1797	607	31	learning	learning	NOUN
dpc-1797	607	32	convolutional	convolutional	ADJ
dpc-1797	607	33	neural	neural	ADJ
dpc-1797	607	34	network	network	NOUN
dpc-1797	607	35	for	for	ADP
dpc-1797	607	36	dermoscopic	dermoscopic	ADJ
dpc-1797	607	37	melanoma	melanoma	NOUN
dpc-1797	607	38	recognition	recognition	NOUN
dpc-1797	607	39	in	in	ADP
dpc-1797	607	40	comparison	comparison	NOUN
dpc-1797	607	41	to	to	ADP
dpc-1797	607	42	58	58	NUM
dpc-1797	607	43	dermatologists	dermatologist	NOUN
dpc-1797	607	44	.	.	PUNCT
dpc-1797	608	1	ann	ann	PROPN
dpc-1797	608	2	oncol	oncol	PROPN
dpc-1797	608	3	.	.	PUNCT
dpc-1797	609	1	2018;29	2018;29	NUM
dpc-1797	609	2	:	:	PUNCT
dpc-1797	609	3	1836–1842	1836–1842	NUM
dpc-1797	609	4	.	.	PUNCT
dpc-1797	610	1	doi	doi	NOUN
dpc-1797	610	2	:	:	PUNCT
dpc-1797	610	3	10.1093	10.1093	NUM
dpc-1797	610	4	/	/	SYM
dpc-1797	610	5	annonc	annonc	PROPN
dpc-1797	610	6	/	/	SYM
dpc-1797	610	7	mdy166	mdy166	PROPN
dpc-1797	610	8	.	.	PUNCT
dpc-1797	611	1	75	75	NUM
dpc-1797	611	2	.	.	PUNCT
dpc-1797	612	1	brinker	brinker	PROPN
dpc-1797	612	2	tj	tj	PROPN
dpc-1797	612	3	,	,	PUNCT
dpc-1797	612	4	hekler	hekler	NOUN
dpc-1797	612	5	a	a	NOUN
dpc-1797	612	6	,	,	PUNCT
dpc-1797	612	7	enk	enk	PROPN
dpc-1797	612	8	ah	ah	INTJ
dpc-1797	612	9	,	,	PUNCT
dpc-1797	612	10	klode	klode	PROPN
dpc-1797	612	11	j	j	PROPN
dpc-1797	612	12	,	,	PUNCT
dpc-1797	612	13	hauschild	hauschild	NOUN
dpc-1797	612	14	a	a	PRON
dpc-1797	612	15	,	,	PUNCT
dpc-1797	612	16	berking	berke	VERB
dpc-1797	612	17	c	c	NOUN
dpc-1797	612	18	,	,	PUNCT
dpc-1797	612	19	et	et	PROPN
dpc-1797	612	20	al	al	PROPN
dpc-1797	612	21	.	.	PUNCT
dpc-1797	613	1	deep	deep	ADJ
dpc-1797	613	2	learning	learning	NOUN
dpc-1797	613	3	outperformed	outperform	VERB
dpc-1797	613	4	136	136	NUM
dpc-1797	613	5	of	of	ADP
dpc-1797	613	6	157	157	NUM
dpc-1797	613	7	dermatologists	dermatologist	NOUN
dpc-1797	613	8	in	in	ADP
dpc-1797	613	9	a	a	DET
dpc-1797	613	10	head	head	NOUN
dpc-1797	613	11	-	-	PUNCT
dpc-1797	613	12	to	to	ADP
dpc-1797	613	13	-	-	PUNCT
dpc-1797	613	14	head	head	NOUN
dpc-1797	613	15	dermoscopic	dermoscopic	ADJ
dpc-1797	613	16	melanoma	melanoma	NOUN
dpc-1797	613	17	image	image	NOUN
dpc-1797	613	18	classification	classification	NOUN
dpc-1797	613	19	task	task	NOUN
dpc-1797	613	20	.	.	PUNCT
dpc-1797	614	1	eur	eur	PROPN
dpc-1797	614	2	j	j	PROPN
dpc-1797	614	3	cancer	cancer	NOUN
dpc-1797	614	4	.	.	PUNCT
dpc-1797	615	1	2019;113	2019;113	NUM
dpc-1797	615	2	:	:	PUNCT
dpc-1797	616	1	47–54	47–54	NUM
dpc-1797	616	2	.	.	PUNCT
dpc-1797	617	1	doi	doi	NOUN
dpc-1797	617	2	:	:	PUNCT
dpc-1797	617	3	10.1016	10.1016	NUM
dpc-1797	617	4	/	/	SYM
dpc-1797	617	5	j.	j.	PROPN
dpc-1797	617	6	ejca.2019.04.001	ejca.2019.04.001	PROPN
dpc-1797	617	7	.	.	PROPN
dpc-1797	618	1	76	76	NUM
dpc-1797	618	2	.	.	PUNCT
dpc-1797	619	1	ackerman	ackerman	PROPN
dpc-1797	619	2	lv	lv	PROPN
dpc-1797	619	3	.	.	PROPN
dpc-1797	619	4	malignant	malignant	ADJ
dpc-1797	619	5	melanoma	melanoma	NOUN
dpc-1797	619	6	of	of	ADP
dpc-1797	619	7	the	the	DET
dpc-1797	619	8	skin	skin	NOUN
dpc-1797	619	9	;	;	PUNCT
dpc-1797	619	10	clinical	clinical	ADJ
dpc-1797	619	11	and	and	CCONJ
dpc-1797	619	12	pathologic	pathologic	ADJ
dpc-1797	619	13	analysis	analysis	NOUN
dpc-1797	619	14	of	of	ADP
dpc-1797	619	15	75	75	NUM
dpc-1797	619	16	cases	case	NOUN
dpc-1797	619	17	.	.	PUNCT
dpc-1797	620	1	am	be	AUX
dpc-1797	620	2	j	j	PROPN
dpc-1797	620	3	clin	clin	PROPN
dpc-1797	620	4	pathol	pathol	NOUN
dpc-1797	620	5	.	.	PUNCT
dpc-1797	621	1	1948;18	1948;18	NUM
dpc-1797	621	2	:	:	PUNCT
dpc-1797	622	1	602–624	602–624	NUM
dpc-1797	622	2	.	.	PUNCT
dpc-1797	623	1	doi	doi	NOUN
dpc-1797	623	2	.	.	PROPN
dpc-1797	623	3	10.1093	10.1093	NUM
dpc-1797	623	4	/	/	SYM
dpc-1797	623	5	ajcp/18.8.602	ajcp/18.8.602	PROPN
dpc-1797	623	6	.	.	PUNCT
dpc-1797	624	1	77	77	NUM
dpc-1797	624	2	.	.	PUNCT
dpc-1797	625	1	allen	allen	PROPN
dpc-1797	625	2	ac	ac	PROPN
dpc-1797	625	3	,	,	PUNCT
dpc-1797	625	4	spitz	spitz	PROPN
dpc-1797	625	5	s.	s.	PROPN
dpc-1797	625	6	malignant	malignant	PROPN
dpc-1797	625	7	melanoma	melanoma	NOUN
dpc-1797	625	8	;	;	PUNCT
dpc-1797	625	9	a	a	DET
dpc-1797	625	10	clinicopathological	clinicopathological	ADJ
dpc-1797	625	11	analysis	analysis	NOUN
dpc-1797	625	12	of	of	ADP
dpc-1797	625	13	the	the	DET
dpc-1797	625	14	criteria	criterion	NOUN
dpc-1797	625	15	for	for	ADP
dpc-1797	625	16	diagnosis	diagnosis	NOUN
dpc-1797	625	17	and	and	CCONJ
dpc-1797	625	18	prognosis	prognosis	NOUN
dpc-1797	625	19	.	.	PUNCT
dpc-1797	626	1	cancer	cancer	NOUN
dpc-1797	626	2	.	.	PUNCT
dpc-1797	627	1	1953;6	1953;6	NUM
dpc-1797	627	2	:	:	PUNCT
dpc-1797	627	3	1–45.doi	1–45.doi	NUM
dpc-1797	627	4	:	:	PUNCT
dpc-1797	627	5	10.1002/1097	10.1002/1097	NUM
dpc-1797	627	6	-	-	PUNCT
dpc-1797	627	7	0142(195301)6:1<1::aid	0142(195301)6:1<1::aid	VERB
dpc-1797	627	8	-	-	PUNCT
dpc-1797	627	9	cncr2820060102>3.0.co;2	cncr2820060102>3.0.co;2	NOUN
dpc-1797	627	10	-	-	PUNCT
dpc-1797	627	11	c.	c.	NOUN
dpc-1797	627	12	78	78	NUM
dpc-1797	627	13	.	.	PUNCT
dpc-1797	628	1	mihm	mihm	PROPN
dpc-1797	628	2	mc	mc	PROPN
dpc-1797	628	3	,	,	PUNCT
dpc-1797	628	4	clark	clark	PROPN
dpc-1797	628	5	wh	wh	PROPN
dpc-1797	628	6	,	,	PUNCT
dpc-1797	628	7	from	from	ADP
dpc-1797	628	8	l.	l.	PROPN
dpc-1797	628	9	the	the	DET
dpc-1797	628	10	clinical	clinical	ADJ
dpc-1797	628	11	diagnosis	diagnosis	NOUN
dpc-1797	628	12	,	,	PUNCT
dpc-1797	628	13	classification	classification	NOUN
dpc-1797	628	14	and	and	CCONJ
dpc-1797	628	15	histogenetic	histogenetic	ADJ
dpc-1797	628	16	concepts	concept	NOUN
dpc-1797	628	17	of	of	ADP
dpc-1797	628	18	the	the	DET
dpc-1797	628	19	early	early	ADJ
dpc-1797	628	20	stages	stage	NOUN
dpc-1797	628	21	of	of	ADP
dpc-1797	628	22	cutaneous	cutaneous	ADJ
dpc-1797	628	23	malignant	malignant	ADJ
dpc-1797	628	24	melanomas	melanoma	NOUN
dpc-1797	628	25	.	.	PUNCT
dpc-1797	629	1	n	n	PROPN
dpc-1797	629	2	engl	engl	PROPN
dpc-1797	629	3	j	j	PROPN
dpc-1797	629	4	med	med	PROPN
dpc-1797	629	5	.	.	PUNCT
dpc-1797	630	1	1971;284	1971;284	NUM
dpc-1797	630	2	.	.	PUNCT
dpc-1797	631	1	doi	doi	NOUN
dpc-1797	631	2	:	:	PUNCT
dpc-1797	631	3	10.1056/	10.1056/	NUM
dpc-1797	631	4	nejm197105132841907	nejm197105132841907	PROPN
dpc-1797	631	5	.	.	PUNCT
dpc-1797	632	1	79	79	NUM
dpc-1797	632	2	.	.	PUNCT
dpc-1797	633	1	clark	clark	PROPN
dpc-1797	633	2	wh	wh	PROPN
dpc-1797	633	3	,	,	PUNCT
dpc-1797	633	4	from	from	ADP
dpc-1797	633	5	l	l	NOUN
dpc-1797	633	6	,	,	PUNCT
dpc-1797	633	7	bernardino	bernardino	PROPN
dpc-1797	633	8	ea	ea	NOUN
dpc-1797	633	9	,	,	PUNCT
dpc-1797	633	10	mihm	mihm	PROPN
dpc-1797	633	11	mc	mc	PROPN
dpc-1797	633	12	.	.	PUNCT
dpc-1797	634	1	the	the	DET
dpc-1797	634	2	histogenesis	histogenesis	NOUN
dpc-1797	634	3	and	and	CCONJ
dpc-1797	634	4	biologic	biologic	NOUN
dpc-1797	634	5	behavior	behavior	NOUN
dpc-1797	634	6	of	of	ADP
dpc-1797	634	7	primary	primary	ADJ
dpc-1797	634	8	human	human	ADJ
dpc-1797	634	9	malignant	malignant	ADJ
dpc-1797	634	10	melanomas	melanomas	NOUN
dpc-1797	634	11	of	of	ADP
dpc-1797	634	12	the	the	DET
dpc-1797	634	13	skin	skin	NOUN
dpc-1797	634	14	.	.	PUNCT
dpc-1797	635	1	cancer	cancer	NOUN
dpc-1797	635	2	res	re	NOUN
dpc-1797	635	3	.	.	PUNCT
dpc-1797	636	1	1969;29	1969;29	NUM
dpc-1797	636	2	.	.	PUNCT
dpc-1797	637	1	accessed	access	VERB
dpc-1797	637	2	:	:	PUNCT
dpc-1797	638	1	https://pubmed.ncbi	https://pubmed.ncbi	PROPN
dpc-1797	638	2	.	.	PROPN
dpc-1797	638	3	nlm.nih.gov/5773814/	nlm.nih.gov/5773814/	PROPN
dpc-1797	638	4	80	80	NUM
dpc-1797	638	5	.	.	PUNCT
dpc-1797	639	1	breslow	breslow	NOUN
dpc-1797	639	2	a.	a.	NOUN
dpc-1797	639	3	thickness	thickness	PROPN
dpc-1797	639	4	,	,	PUNCT
dpc-1797	639	5	cross	cross	ADJ
dpc-1797	639	6	-	-	ADJ
dpc-1797	639	7	sectional	sectional	ADJ
dpc-1797	639	8	areas	area	NOUN
dpc-1797	639	9	and	and	CCONJ
dpc-1797	639	10	depth	depth	NOUN
dpc-1797	639	11	of	of	ADP
dpc-1797	639	12	invasion	invasion	NOUN
dpc-1797	639	13	in	in	ADP
dpc-1797	639	14	the	the	DET
dpc-1797	639	15	prognosis	prognosis	NOUN
dpc-1797	639	16	of	of	ADP
dpc-1797	639	17	cutaneous	cutaneous	ADJ
dpc-1797	639	18	melanoma	melanoma	NOUN
dpc-1797	639	19	.	.	PUNCT
dpc-1797	640	1	ann	ann	PROPN
dpc-1797	640	2	surg	surg	PROPN
dpc-1797	640	3	.	.	PUNCT
dpc-1797	641	1	1970;172	1970;172	PROPN
dpc-1797	641	2	.	.	PUNCT
dpc-1797	642	1	doi:10.1097/00000658	doi:10.1097/00000658	PROPN
dpc-1797	642	2	-	-	PUNCT
dpc-1797	642	3	197011000	197011000	NUM
dpc-1797	642	4	-	-	PUNCT
dpc-1797	642	5	00017	00017	NUM
dpc-1797	642	6	.	.	PUNCT
dpc-1797	643	1	81	81	NUM
dpc-1797	643	2	.	.	PUNCT
dpc-1797	644	1	breslow	breslow	PROPN
dpc-1797	644	2	a.	a.	NOUN
dpc-1797	644	3	tumor	tumor	PROPN
dpc-1797	644	4	thickness	thickness	NOUN
dpc-1797	644	5	in	in	ADP
dpc-1797	644	6	evaluating	evaluate	VERB
dpc-1797	644	7	prognosis	prognosis	NOUN
dpc-1797	644	8	of	of	ADP
dpc-1797	644	9	cutaneous	cutaneous	ADJ
dpc-1797	644	10	melanoma	melanoma	NOUN
dpc-1797	644	11	.	.	PUNCT
dpc-1797	645	1	ann	ann	PROPN
dpc-1797	645	2	surg	surg	PROPN
dpc-1797	645	3	.	.	PUNCT
dpc-1797	646	1	1978;187	1978;187	NUM
dpc-1797	646	2	.	.	PUNCT
dpc-1797	646	3	doi:10.1097/00000658197804000	doi:10.1097/00000658197804000	PROPN
dpc-1797	646	4	-	-	PUNCT
dpc-1797	646	5	00020	00020	NUM
dpc-1797	646	6	.	.	PUNCT
dpc-1797	647	1	82	82	NUM
dpc-1797	647	2	.	.	PUNCT
dpc-1797	648	1	price	price	NOUN
dpc-1797	648	2	nm	nm	PROPN
dpc-1797	648	3	,	,	PUNCT
dpc-1797	648	4	rywlin	rywlin	PROPN
dpc-1797	648	5	am	am	PROPN
dpc-1797	648	6	,	,	PUNCT
dpc-1797	648	7	ackerman	ackerman	PROPN
dpc-1797	648	8	ab	ab	PROPN
dpc-1797	648	9	.	.	PUNCT
dpc-1797	649	1	histologic	histologic	PROPN
dpc-1797	649	2	criteria	criterion	NOUN
dpc-1797	649	3	for	for	ADP
dpc-1797	649	4	the	the	DET
dpc-1797	649	5	diagnosis	diagnosis	NOUN
dpc-1797	649	6	of	of	ADP
dpc-1797	649	7	superficial	superficial	ADJ
dpc-1797	649	8	spreading	spread	VERB
dpc-1797	649	9	malignant	malignant	ADJ
dpc-1797	649	10	melanoma	melanoma	NOUN
dpc-1797	649	11	:	:	PUNCT
dpc-1797	649	12	formulated	formulate	VERB
dpc-1797	649	13	on	on	ADP
dpc-1797	649	14	the	the	DET
dpc-1797	649	15	basis	basis	NOUN
dpc-1797	649	16	of	of	ADP
dpc-1797	649	17	proven	prove	VERB
dpc-1797	649	18	metastatic	metastatic	ADJ
dpc-1797	649	19	lesions	lesion	NOUN
dpc-1797	649	20	.	.	PUNCT
dpc-1797	650	1	cancer	cancer	NOUN
dpc-1797	650	2	.	.	PUNCT
dpc-1797	651	1	1976;38	1976;38	X
dpc-1797	651	2	.	.	PUNCT
dpc-1797	652	1	doi:10.1002/1097	doi:10.1002/1097	X
dpc-1797	652	2	-	-	PUNCT
dpc-1797	652	3	0142(197612)38:6<2434::aid	0142(197612)38:6<2434::aid	NUM
dpc-1797	652	4	-	-	PUNCT
dpc-1797	652	5	cncr2820380631>3.0.co;2	cncr2820380631>3.0.co;2	NOUN
dpc-1797	652	6	-	-	PUNCT
dpc-1797	652	7	n.	n.	NOUN
dpc-1797	652	8	83	83	NUM
dpc-1797	652	9	.	.	PUNCT
dpc-1797	653	1	nih	nih	PROPN
dpc-1797	653	2	consensus	consensus	PROPN
dpc-1797	653	3	conference	conference	PROPN
dpc-1797	653	4	.	.	PUNCT
dpc-1797	654	1	diagnosis	diagnosis	NOUN
dpc-1797	654	2	and	and	CCONJ
dpc-1797	654	3	treatment	treatment	NOUN
dpc-1797	654	4	of	of	ADP
dpc-1797	654	5	early	early	ADJ
dpc-1797	654	6	melanoma	melanoma	NOUN
dpc-1797	654	7	.	.	PUNCT
dpc-1797	655	1	jama	jama	PROPN
dpc-1797	655	2	.	.	PUNCT
dpc-1797	656	1	1992;268	1992;268	NUM
dpc-1797	656	2	.	.	PUNCT
dpc-1797	657	1	doi:10.1001/	doi:10.1001/	PROPN
dpc-1797	658	1	jama.1992.03490100112037	jama.1992.03490100112037	PROPN
dpc-1797	658	2	.	.	PROPN
dpc-1797	658	3	84	84	NUM
dpc-1797	658	4	.	.	PUNCT
dpc-1797	659	1	ferrara	ferrara	PROPN
dpc-1797	659	2	g	g	NOUN
dpc-1797	659	3	,	,	PUNCT
dpc-1797	659	4	argenziano	argenziano	ADJ
dpc-1797	659	5	g	g	PROPN
dpc-1797	659	6	,	,	PUNCT
dpc-1797	659	7	soyer	soyer	PROPN
dpc-1797	659	8	hp	hp	PROPN
dpc-1797	659	9	,	,	PUNCT
dpc-1797	659	10	d’argenio	d’argenio	PROPN
dpc-1797	659	11	p	p	NOUN
dpc-1797	659	12	,	,	PUNCT
dpc-1797	659	13	carli	carli	NOUN
dpc-1797	659	14	p	p	NOUN
dpc-1797	659	15	,	,	PUNCT
dpc-1797	659	16	cerroni	cerroni	NOUN
dpc-1797	659	17	l	l	NOUN
dpc-1797	659	18	,	,	PUNCT
dpc-1797	659	19	et	et	PROPN
dpc-1797	659	20	al	al	PROPN
dpc-1797	659	21	.	.	PROPN
dpc-1797	659	22	histopathologic	histopathologic	PROPN
dpc-1797	659	23	interobserver	interobserver	PROPN
dpc-1797	659	24	agreement	agreement	NOUN
dpc-1797	659	25	on	on	ADP
dpc-1797	659	26	the	the	DET
dpc-1797	659	27	diagnosis	diagnosis	NOUN
dpc-1797	659	28	of	of	ADP
dpc-1797	659	29	melanocytic	melanocytic	ADJ
dpc-1797	659	30	skin	skin	NOUN
dpc-1797	659	31	lesions	lesion	NOUN
dpc-1797	659	32	with	with	ADP
dpc-1797	659	33	equivocal	equivocal	ADJ
dpc-1797	659	34	dermoscopic	dermoscopic	NOUN
dpc-1797	659	35	features	feature	NOUN
dpc-1797	659	36	:	:	PUNCT
dpc-1797	659	37	a	a	DET
dpc-1797	659	38	pilot	pilot	NOUN
dpc-1797	659	39	study	study	NOUN
dpc-1797	659	40	.	.	PUNCT
dpc-1797	660	1	tumori	tumori	PROPN
dpc-1797	660	2	.	.	PUNCT
dpc-1797	661	1	2000;86	2000;86	PRON
dpc-1797	661	2	.	.	PROPN
dpc-1797	661	3	accessed	access	VERB
dpc-1797	661	4	:	:	PUNCT
dpc-1797	661	5	https://pubmed.ncbi.nlm.nih.gov/11218183/	https://pubmed.ncbi.nlm.nih.gov/11218183/	NOUN
dpc-1797	661	6	doi	doi	NOUN
dpc-1797	661	7	:	:	PUNCT
dpc-1797	661	8	10.1177/030089160008600602	10.1177/030089160008600602	NUM
dpc-1797	661	9	.	.	NOUN
dpc-1797	661	10	85	85	NUM
dpc-1797	661	11	.	.	PUNCT
dpc-1797	662	1	lodha	lodha	PROPN
dpc-1797	662	2	s	s	PROPN
dpc-1797	662	3	,	,	PUNCT
dpc-1797	662	4	saggar	saggar	NOUN
dpc-1797	662	5	s	s	PROPN
dpc-1797	662	6	,	,	PUNCT
dpc-1797	662	7	celebi	celebi	PROPN
dpc-1797	662	8	jt	jt	PROPN
dpc-1797	662	9	,	,	PUNCT
dpc-1797	662	10	silvers	silvers	PROPN
dpc-1797	662	11	dn	dn	PROPN
dpc-1797	662	12	.	.	PROPN
dpc-1797	662	13	discordance	discordance	NOUN
dpc-1797	662	14	in	in	ADP
dpc-1797	662	15	the	the	DET
dpc-1797	662	16	histopathologic	histopathologic	ADJ
dpc-1797	662	17	diagnosis	diagnosis	NOUN
dpc-1797	662	18	of	of	ADP
dpc-1797	662	19	difficult	difficult	ADJ
dpc-1797	662	20	melanocytic	melanocytic	ADJ
dpc-1797	662	21	neoplasms	neoplasm	NOUN
dpc-1797	662	22	in	in	ADP
dpc-1797	662	23	the	the	DET
dpc-1797	662	24	clinical	clinical	ADJ
dpc-1797	662	25	setting	setting	NOUN
dpc-1797	662	26	.	.	PUNCT
dpc-1797	663	1	j	j	PROPN
dpc-1797	663	2	cutan	cutan	PROPN
dpc-1797	663	3	pathol	pathol	PROPN
dpc-1797	663	4	.	.	PUNCT
dpc-1797	664	1	2008;35.doi:10.1111	2008;35.doi:10.1111	NUM
dpc-1797	664	2	/	/	SYM
dpc-1797	664	3	j.16000560.2007.00970.x	j.16000560.2007.00970.x	NOUN
dpc-1797	664	4	.	.	PUNCT
dpc-1797	665	1	86	86	NUM
dpc-1797	665	2	.	.	PUNCT
dpc-1797	666	1	shoo	shoo	PROPN
dpc-1797	666	2	ba	ba	PROPN
dpc-1797	666	3	,	,	PUNCT
dpc-1797	666	4	sagebiel	sagebiel	PROPN
dpc-1797	666	5	rw	rw	PROPN
dpc-1797	666	6	,	,	PUNCT
dpc-1797	666	7	kashani	kashani	PROPN
dpc-1797	666	8	-	-	PUNCT
dpc-1797	666	9	sabet	sabet	PROPN
dpc-1797	666	10	m.	m.	NOUN
dpc-1797	666	11	discordance	discordance	NOUN
dpc-1797	666	12	in	in	ADP
dpc-1797	666	13	the	the	DET
dpc-1797	666	14	histopathologic	histopathologic	ADJ
dpc-1797	666	15	diagnosis	diagnosis	NOUN
dpc-1797	666	16	of	of	ADP
dpc-1797	666	17	melanoma	melanoma	NOUN
dpc-1797	666	18	at	at	ADP
dpc-1797	666	19	a	a	DET
dpc-1797	666	20	melanoma	melanoma	ADJ
dpc-1797	666	21	referral	referral	ADJ
dpc-1797	666	22	center	center	NOUN
dpc-1797	666	23	.	.	PUNCT
dpc-1797	667	1	j	j	PROPN
dpc-1797	667	2	am	be	AUX
dpc-1797	667	3	acad	acad	ADJ
dpc-1797	667	4	dermatol	dermatol	NOUN
dpc-1797	667	5	.	.	PUNCT
dpc-1797	668	1	2010;62	2010;62	PROPN
dpc-1797	668	2	.	.	PUNCT
dpc-1797	668	3	doi:10.1016	doi:10.1016	PROPN
dpc-1797	668	4	/	/	SYM
dpc-1797	668	5	j.	j.	PROPN
dpc-1797	668	6	jaad.2009.09.043	jaad.2009.09.043	PROPN
dpc-1797	668	7	.	.	PROPN
dpc-1797	669	1	87	87	NUM
dpc-1797	669	2	.	.	PUNCT
dpc-1797	670	1	elmore	elmore	PROPN
dpc-1797	670	2	jg	jg	PROPN
dpc-1797	670	3	,	,	PUNCT
dpc-1797	670	4	barnhill	barnhill	PROPN
dpc-1797	670	5	rl	rl	PROPN
dpc-1797	670	6	,	,	PUNCT
dpc-1797	670	7	elder	elder	NOUN
dpc-1797	670	8	de	de	PROPN
dpc-1797	670	9	,	,	PUNCT
dpc-1797	670	10	longton	longton	PROPN
dpc-1797	670	11	gm	gm	PROPN
dpc-1797	670	12	,	,	PUNCT
dpc-1797	670	13	pepe	pepe	PROPN
dpc-1797	670	14	ms	ms	PROPN
dpc-1797	670	15	,	,	PUNCT
dpc-1797	670	16	reisch	reisch	VERB
dpc-1797	670	17	lm	lm	PROPN
dpc-1797	670	18	,	,	PUNCT
dpc-1797	670	19	et	et	PROPN
dpc-1797	670	20	al	al	PROPN
dpc-1797	670	21	.	.	PUNCT
dpc-1797	670	22	pathologists	pathologist	NOUN
dpc-1797	670	23	’	'	PUNCT
dpc-1797	670	24	diagnosis	diagnosis	NOUN
dpc-1797	670	25	of	of	ADP
dpc-1797	670	26	invasive	invasive	ADJ
dpc-1797	670	27	melanoma	melanoma	NOUN
dpc-1797	670	28	and	and	CCONJ
dpc-1797	670	29	melanocytic	melanocytic	ADJ
dpc-1797	670	30	proliferations	proliferation	NOUN
dpc-1797	670	31	:	:	PUNCT
dpc-1797	670	32	observer	observer	NOUN
dpc-1797	670	33	accuracy	accuracy	NOUN
dpc-1797	670	34	and	and	CCONJ
dpc-1797	670	35	reproducibility	reproducibility	NOUN
dpc-1797	670	36	study	study	NOUN
dpc-1797	670	37	.	.	PUNCT
dpc-1797	671	1	bmj	bmj	PROPN
dpc-1797	671	2	.	.	PUNCT
dpc-1797	671	3	2017;357	2017;357	NUM
dpc-1797	671	4	.	.	PUNCT
dpc-1797	672	1	doi:10.1136	doi:10.1136	NOUN
dpc-1797	672	2	/	/	SYM
dpc-1797	672	3	bmj.j2813	bmj.j2813	PROPN
dpc-1797	672	4	.	.	PUNCT
dpc-1797	673	1	88	88	NUM
dpc-1797	673	2	.	.	PUNCT
dpc-1797	674	1	gerami	gerami	PROPN
dpc-1797	674	2	p	p	PROPN
dpc-1797	674	3	,	,	PUNCT
dpc-1797	674	4	busam	busam	PROPN
dpc-1797	674	5	k	k	PROPN
dpc-1797	674	6	,	,	PUNCT
dpc-1797	674	7	cochran	cochran	NOUN
dpc-1797	674	8	a	a	PRON
dpc-1797	674	9	,	,	PUNCT
dpc-1797	674	10	cook	cook	VERB
dpc-1797	674	11	mg	mg	PROPN
dpc-1797	674	12	,	,	PUNCT
dpc-1797	674	13	duncan	duncan	PROPN
dpc-1797	674	14	lm	lm	PROPN
dpc-1797	674	15	,	,	PUNCT
dpc-1797	674	16	elder	elder	NOUN
dpc-1797	674	17	de	de	PROPN
dpc-1797	674	18	,	,	PUNCT
dpc-1797	674	19	et	et	PROPN
dpc-1797	674	20	al	al	PROPN
dpc-1797	674	21	.	.	PUNCT
dpc-1797	675	1	histomorphologic	histomorphologic	ADJ
dpc-1797	675	2	assessment	assessment	NOUN
dpc-1797	675	3	and	and	CCONJ
dpc-1797	675	4	interobserver	interobserver	ADJ
dpc-1797	675	5	diagnostic	diagnostic	ADJ
dpc-1797	675	6	reproducibility	reproducibility	NOUN
dpc-1797	675	7	of	of	ADP
dpc-1797	675	8	atypical	atypical	ADJ
dpc-1797	675	9	spitzoid	spitzoid	ADJ
dpc-1797	675	10	melanocytic	melanocytic	ADJ
dpc-1797	675	11	neoplasms	neoplasm	NOUN
dpc-1797	675	12	with	with	ADP
dpc-1797	675	13	long	long	ADJ
dpc-1797	675	14	-	-	PUNCT
dpc-1797	675	15	term	term	NOUN
dpc-1797	675	16	follow	follow	NOUN
dpc-1797	675	17	-	-	PUNCT
dpc-1797	675	18	up	up	NOUN
dpc-1797	675	19	.	.	PUNCT
dpc-1797	676	1	am	be	AUX
dpc-1797	676	2	j	j	PROPN
dpc-1797	676	3	surg	surg	PROPN
dpc-1797	676	4	pathol	pathol	NOUN
dpc-1797	676	5	.	.	PUNCT
dpc-1797	677	1	2014;38	2014;38	X
dpc-1797	677	2	.	.	PUNCT
dpc-1797	678	1	doi:10.1097	doi:10.1097	NOUN
dpc-1797	678	2	/	/	SYM
dpc-1797	678	3	pas.0000000000000198	pas.0000000000000198	NOUN
dpc-1797	678	4	.	.	NOUN
dpc-1797	678	5	89	89	NUM
dpc-1797	678	6	.	.	PUNCT
dpc-1797	679	1	pusiol	pusiol	PROPN
dpc-1797	679	2	t	t	PROPN
dpc-1797	679	3	,	,	PUNCT
dpc-1797	679	4	morichetti	morichetti	PROPN
dpc-1797	679	5	d	d	PROPN
dpc-1797	679	6	,	,	PUNCT
dpc-1797	679	7	piscioli	piscioli	PROPN
dpc-1797	679	8	f	f	NOUN
dpc-1797	679	9	,	,	PUNCT
dpc-1797	679	10	zorzi	zorzi	VERB
dpc-1797	679	11	mg	mg	PROPN
dpc-1797	679	12	.	.	PUNCT
dpc-1797	679	13	theory	theory	NOUN
dpc-1797	679	14	and	and	CCONJ
dpc-1797	679	15	practical	practical	ADJ
dpc-1797	679	16	application	application	NOUN
dpc-1797	679	17	of	of	ADP
dpc-1797	679	18	superficial	superficial	ADJ
dpc-1797	679	19	atypical	atypical	ADJ
dpc-1797	679	20	melanocytic	melanocytic	ADJ
dpc-1797	679	21	proliferations	proliferation	NOUN
dpc-1797	679	22	of	of	ADP
dpc-1797	679	23	uncertain	uncertain	ADJ
dpc-1797	679	24	significance	significance	NOUN
dpc-1797	679	25	(	(	PUNCT
dpc-1797	679	26	sampus	sampus	PROPN
dpc-1797	679	27	)	)	PUNCT
dpc-1797	679	28	and	and	CCONJ
dpc-1797	679	29	melanocytic	melanocytic	ADJ
dpc-1797	679	30	tumours	tumour	NOUN
dpc-1797	679	31	of	of	ADP
dpc-1797	679	32	10	10	NUM
dpc-1797	679	33	review	review	NOUN
dpc-1797	679	34	|	|	ADV
dpc-1797	679	35	dermatol	dermatol	ADJ
dpc-1797	679	36	pract	pract	NOUN
dpc-1797	679	37	concept	concept	NOUN
dpc-1797	679	38	.	.	PUNCT
dpc-1797	680	1	2021	2021	NUM
dpc-1797	680	2	;	;	PUNCT
dpc-1797	680	3	11(s1	11(s1	NUM
dpc-1797	680	4	):	):	PUNCT
dpc-1797	680	5	e2021163s	e2021163s	PRON
dpc-1797	680	6	uncertain	uncertain	ADJ
dpc-1797	680	7	malignant	malignant	ADJ
dpc-1797	680	8	potential	potential	NOUN
dpc-1797	680	9	(	(	PUNCT
dpc-1797	680	10	meltump	meltump	NOUN
dpc-1797	680	11	)	)	PUNCT
dpc-1797	680	12	terminology	terminology	NOUN
dpc-1797	680	13	:	:	PUNCT
dpc-1797	680	14	experience	experience	NOUN
dpc-1797	680	15	with	with	ADP
dpc-1797	680	16	second	second	ADJ
dpc-1797	680	17	opinion	opinion	NOUN
dpc-1797	680	18	consultation	consultation	NOUN
dpc-1797	680	19	.	.	PUNCT
dpc-1797	681	1	pathologica	pathologica	PROPN
dpc-1797	681	2	.	.	PUNCT
dpc-1797	682	1	2012;104	2012;104	PROPN
dpc-1797	682	2	.	.	PROPN
dpc-1797	682	3	accessed	access	VERB
dpc-1797	682	4	:	:	PUNCT
dpc-1797	682	5	https://pubmed.ncbi.nlm.nih.gov/22953503/	https://pubmed.ncbi.nlm.nih.gov/22953503/	PROPN
dpc-1797	682	6	90	90	NUM
dpc-1797	682	7	.	.	PUNCT
dpc-1797	683	1	davies	davies	PROPN
dpc-1797	683	2	h	h	PROPN
dpc-1797	683	3	,	,	PUNCT
dpc-1797	683	4	bignell	bignell	VERB
dpc-1797	683	5	gr	gr	PROPN
dpc-1797	683	6	,	,	PUNCT
dpc-1797	683	7	cox	cox	PROPN
dpc-1797	683	8	c	c	PROPN
dpc-1797	683	9	,	,	PUNCT
dpc-1797	683	10	stephens	stephens	PROPN
dpc-1797	683	11	p	p	PROPN
dpc-1797	683	12	,	,	PUNCT
dpc-1797	683	13	edkins	edkin	VERB
dpc-1797	683	14	s	s	PROPN
dpc-1797	683	15	,	,	PUNCT
dpc-1797	683	16	clegg	clegg	PROPN
dpc-1797	683	17	s	s	PROPN
dpc-1797	683	18	,	,	PUNCT
dpc-1797	683	19	et	et	PROPN
dpc-1797	683	20	al	al	PROPN
dpc-1797	683	21	.	.	PUNCT
dpc-1797	684	1	mutations	mutation	NOUN
dpc-1797	684	2	of	of	ADP
dpc-1797	684	3	the	the	DET
dpc-1797	684	4	braf	braf	NOUN
dpc-1797	684	5	gene	gene	NOUN
dpc-1797	684	6	in	in	ADP
dpc-1797	684	7	human	human	ADJ
dpc-1797	684	8	cancer	cancer	NOUN
dpc-1797	684	9	.	.	PUNCT
dpc-1797	685	1	nature	nature	NOUN
dpc-1797	685	2	.	.	PUNCT
dpc-1797	686	1	2002;417	2002;417	NUM
dpc-1797	686	2	.	.	PUNCT
dpc-1797	687	1	doi:10.1038	doi:10.1038	PROPN
dpc-1797	687	2	/	/	SYM
dpc-1797	687	3	nature00766	nature00766	PROPN
dpc-1797	687	4	.	.	PUNCT
dpc-1797	687	5	91	91	NUM
dpc-1797	687	6	.	.	PUNCT
dpc-1797	688	1	curtin	curtin	PROPN
dpc-1797	688	2	ja	ja	PROPN
dpc-1797	688	3	,	,	PUNCT
dpc-1797	688	4	fridlyand	fridlyand	PROPN
dpc-1797	688	5	j	j	PROPN
dpc-1797	688	6	,	,	PUNCT
dpc-1797	688	7	kageshita	kageshita	PROPN
dpc-1797	688	8	t	t	PROPN
dpc-1797	688	9	,	,	PUNCT
dpc-1797	688	10	patel	patel	PROPN
dpc-1797	688	11	hn	hn	PROPN
dpc-1797	688	12	,	,	PUNCT
dpc-1797	688	13	busam	busam	PROPN
dpc-1797	688	14	kj	kj	PROPN
dpc-1797	688	15	,	,	PUNCT
dpc-1797	688	16	kutzner	kutzner	PROPN
dpc-1797	688	17	h	h	PROPN
dpc-1797	688	18	,	,	PUNCT
dpc-1797	688	19	et	et	PROPN
dpc-1797	688	20	al	al	PROPN
dpc-1797	688	21	.	.	PUNCT
dpc-1797	688	22	distinct	distinct	ADJ
dpc-1797	688	23	sets	set	NOUN
dpc-1797	688	24	of	of	ADP
dpc-1797	688	25	genetic	genetic	ADJ
dpc-1797	688	26	alterations	alteration	NOUN
dpc-1797	688	27	in	in	ADP
dpc-1797	688	28	melanoma	melanoma	NOUN
dpc-1797	688	29	.	.	PUNCT
dpc-1797	689	1	n	n	PRON
dpc-1797	689	2	engl	engl	PROPN
dpc-1797	689	3	j	j	PROPN
dpc-1797	689	4	med	med	PROPN
dpc-1797	689	5	.	.	PUNCT
dpc-1797	690	1	2005;353	2005;353	PROPN
dpc-1797	690	2	.	.	PUNCT
dpc-1797	690	3	doi:10.1056	doi:10.1056	PROPN
dpc-1797	690	4	/	/	SYM
dpc-1797	690	5	nejmoa050092	nejmoa050092	PROPN
dpc-1797	690	6	.	.	PUNCT
dpc-1797	691	1	92	92	NUM
dpc-1797	691	2	.	.	PUNCT
dpc-1797	692	1	hayward	hayward	PROPN
dpc-1797	692	2	nk	nk	PROPN
dpc-1797	692	3	,	,	PUNCT
dpc-1797	692	4	wilmott	wilmott	PROPN
dpc-1797	692	5	js	js	PROPN
dpc-1797	692	6	,	,	PUNCT
dpc-1797	692	7	waddell	waddell	PROPN
dpc-1797	692	8	n	n	CCONJ
dpc-1797	692	9	,	,	PUNCT
dpc-1797	692	10	johansson	johansson	PROPN
dpc-1797	692	11	pa	pa	PROPN
dpc-1797	692	12	,	,	PUNCT
dpc-1797	692	13	field	field	PROPN
dpc-1797	692	14	ma	ma	PROPN
dpc-1797	692	15	,	,	PUNCT
dpc-1797	692	16	nones	nones	PROPN
dpc-1797	692	17	k	k	PROPN
dpc-1797	692	18	,	,	PUNCT
dpc-1797	692	19	et	et	PROPN
dpc-1797	692	20	al	al	PROPN
dpc-1797	692	21	.	.	PUNCT
dpc-1797	693	1	whole	whole	ADJ
dpc-1797	693	2	-	-	PUNCT
dpc-1797	693	3	genome	genome	NOUN
dpc-1797	693	4	landscapes	landscape	NOUN
dpc-1797	693	5	of	of	ADP
dpc-1797	693	6	major	major	ADJ
dpc-1797	693	7	melanoma	melanoma	NOUN
dpc-1797	693	8	subtypes	subtype	NOUN
dpc-1797	693	9	.	.	PUNCT
dpc-1797	694	1	nature	nature	NOUN
dpc-1797	694	2	.	.	PUNCT
dpc-1797	695	1	2017;545	2017;545	X
dpc-1797	695	2	.	.	PUNCT
dpc-1797	696	1	doi:10.1038	doi:10.1038	NOUN
dpc-1797	696	2	/	/	SYM
dpc-1797	696	3	nature22071	nature22071	PROPN
dpc-1797	696	4	.	.	PUNCT
dpc-1797	697	1	93	93	NUM
dpc-1797	697	2	.	.	PUNCT
dpc-1797	698	1	karasarides	karasarides	PROPN
dpc-1797	698	2	m	m	PROPN
dpc-1797	698	3	,	,	PUNCT
dpc-1797	698	4	chiloeches	chiloeche	VERB
dpc-1797	698	5	a	a	DET
dpc-1797	698	6	,	,	PUNCT
dpc-1797	698	7	hayward	hayward	PROPN
dpc-1797	698	8	r	r	NOUN
dpc-1797	698	9	,	,	PUNCT
dpc-1797	698	10	niculescu	niculescu	NOUN
dpc-1797	698	11	-	-	PUNCT
dpc-1797	698	12	duvaz	duvaz	NOUN
dpc-1797	698	13	d	d	NOUN
dpc-1797	698	14	,	,	PUNCT
dpc-1797	698	15	scanlon	scanlon	PROPN
dpc-1797	698	16	i	i	PROPN
dpc-1797	698	17	,	,	PUNCT
dpc-1797	698	18	friedlos	friedlos	PROPN
dpc-1797	698	19	f	f	PROPN
dpc-1797	698	20	,	,	PUNCT
dpc-1797	698	21	et	et	PROPN
dpc-1797	698	22	al	al	PROPN
dpc-1797	698	23	.	.	PUNCT
dpc-1797	699	1	b	b	X
dpc-1797	699	2	-	-	PUNCT
dpc-1797	699	3	raf	raf	PROPN
dpc-1797	699	4	is	be	AUX
dpc-1797	699	5	a	a	DET
dpc-1797	699	6	therapeutic	therapeutic	ADJ
dpc-1797	699	7	target	target	NOUN
dpc-1797	699	8	in	in	ADP
dpc-1797	699	9	melanoma	melanoma	NOUN
dpc-1797	699	10	.	.	PUNCT
dpc-1797	700	1	oncogene	oncogene	NOUN
dpc-1797	700	2	.	.	PUNCT
dpc-1797	701	1	2004;23	2004;23	X
dpc-1797	701	2	.	.	PUNCT
dpc-1797	701	3	doi:10.1038	doi:10.1038	NOUN
dpc-1797	701	4	/	/	SYM
dpc-1797	701	5	sj.onc.1207785	sj.onc.1207785	X
dpc-1797	701	6	.	.	PUNCT
dpc-1797	702	1	94	94	NUM
dpc-1797	702	2	.	.	PUNCT
dpc-1797	703	1	gerami	gerami	PROPN
dpc-1797	703	2	p	p	PROPN
dpc-1797	703	3	,	,	PUNCT
dpc-1797	703	4	scolyer	scolyer	PROPN
dpc-1797	703	5	ra	ra	PROPN
dpc-1797	703	6	,	,	PUNCT
dpc-1797	703	7	xu	xu	PROPN
dpc-1797	703	8	x	x	PROPN
dpc-1797	703	9	,	,	PUNCT
dpc-1797	703	10	elder	elder	NOUN
dpc-1797	703	11	de	de	PROPN
dpc-1797	703	12	,	,	PUNCT
dpc-1797	703	13	abraham	abraham	PROPN
dpc-1797	703	14	rm	rm	PROPN
dpc-1797	703	15	,	,	PUNCT
dpc-1797	703	16	fullen	fullen	VERB
dpc-1797	703	17	d	d	PROPN
dpc-1797	703	18	,	,	PUNCT
dpc-1797	703	19	et	et	PROPN
dpc-1797	703	20	al	al	PROPN
dpc-1797	703	21	.	.	PUNCT
dpc-1797	704	1	risk	risk	NOUN
dpc-1797	704	2	assessment	assessment	NOUN
dpc-1797	704	3	for	for	ADP
dpc-1797	704	4	atypical	atypical	ADJ
dpc-1797	704	5	spitzoid	spitzoid	ADJ
dpc-1797	704	6	melanocytic	melanocytic	ADJ
dpc-1797	704	7	neoplasms	neoplasm	NOUN
dpc-1797	704	8	using	use	VERB
dpc-1797	704	9	fish	fish	NOUN
dpc-1797	704	10	to	to	PART
dpc-1797	704	11	identify	identify	VERB
dpc-1797	704	12	chromosomal	chromosomal	ADJ
dpc-1797	704	13	copy	copy	NOUN
dpc-1797	704	14	number	number	NOUN
dpc-1797	704	15	aberrations	aberration	NOUN
dpc-1797	704	16	.	.	PUNCT
dpc-1797	705	1	am	be	AUX
dpc-1797	705	2	j	j	PROPN
dpc-1797	705	3	surg	surg	PROPN
dpc-1797	705	4	pathol	pathol	NOUN
dpc-1797	705	5	.	.	PUNCT
dpc-1797	706	1	2013;37	2013;37	NUM
dpc-1797	706	2	.	.	PUNCT
dpc-1797	706	3	doi:10.1097	doi:10.1097	NOUN
dpc-1797	706	4	/	/	SYM
dpc-1797	706	5	pas.0b013e3182753de6	pas.0b013e3182753de6	NOUN
dpc-1797	706	6	.	.	PUNCT
dpc-1797	707	1	95	95	NUM
dpc-1797	707	2	.	.	PUNCT
dpc-1797	708	1	miedema	miedema	PROPN
dpc-1797	708	2	j	j	PROPN
dpc-1797	708	3	,	,	PUNCT
dpc-1797	708	4	andea	andea	PROPN
dpc-1797	708	5	aa	aa	PROPN
dpc-1797	708	6	.	.	PUNCT
dpc-1797	709	1	through	through	ADP
dpc-1797	709	2	the	the	DET
dpc-1797	709	3	looking	look	VERB
dpc-1797	709	4	glass	glass	NOUN
dpc-1797	709	5	and	and	CCONJ
dpc-1797	709	6	what	what	PRON
dpc-1797	709	7	you	you	PRON
dpc-1797	709	8	find	find	VERB
dpc-1797	709	9	there	there	ADV
dpc-1797	709	10	:	:	PUNCT
dpc-1797	709	11	making	make	VERB
dpc-1797	709	12	sense	sense	NOUN
dpc-1797	709	13	of	of	ADP
dpc-1797	709	14	comparative	comparative	ADJ
dpc-1797	709	15	genomic	genomic	NOUN
dpc-1797	709	16	hybridization	hybridization	NOUN
dpc-1797	709	17	and	and	CCONJ
dpc-1797	709	18	fluorescence	fluorescence	NOUN
dpc-1797	709	19	in	in	ADP
dpc-1797	709	20	situ	situ	ADJ
dpc-1797	709	21	hybridization	hybridization	NOUN
dpc-1797	709	22	for	for	ADP
dpc-1797	709	23	melanoma	melanoma	ADJ
dpc-1797	709	24	diagnosis	diagnosis	NOUN
dpc-1797	709	25	.	.	PUNCT
dpc-1797	710	1	mod	mod	PROPN
dpc-1797	710	2	pathol	pathol	PROPN
dpc-1797	710	3	.	.	PUNCT
dpc-1797	711	1	2020;33	2020;33	NUM
dpc-1797	711	2	.	.	PUNCT
dpc-1797	711	3	doi:10.1038	doi:10.1038	NOUN
dpc-1797	711	4	/	/	SYM
dpc-1797	711	5	s41379	s41379	NOUN
dpc-1797	711	6	-	-	PUNCT
dpc-1797	711	7	020	020	NUM
dpc-1797	711	8	-	-	PUNCT
dpc-1797	711	9	0490	0490	NUM
dpc-1797	711	10	-	-	SYM
dpc-1797	711	11	7	7	NUM
dpc-1797	711	12	.	.	NOUN
dpc-1797	711	13	96	96	NUM
dpc-1797	711	14	.	.	PUNCT
dpc-1797	711	15	ferrara	ferrara	PROPN
dpc-1797	711	16	g	g	PROPN
dpc-1797	711	17	,	,	PUNCT
dpc-1797	711	18	argenyi	argenyi	PROPN
dpc-1797	711	19	z	z	PROPN
dpc-1797	711	20	,	,	PUNCT
dpc-1797	711	21	argenziano	argenziano	ADJ
dpc-1797	711	22	g	g	PROPN
dpc-1797	711	23	,	,	PUNCT
dpc-1797	711	24	cerio	cerio	PROPN
dpc-1797	711	25	r	r	NOUN
dpc-1797	711	26	,	,	PUNCT
dpc-1797	711	27	cerroni	cerroni	NOUN
dpc-1797	711	28	l	l	NOUN
dpc-1797	711	29	,	,	PUNCT
dpc-1797	711	30	di	di	PROPN
dpc-1797	711	31	blasi	blasi	PROPN
dpc-1797	711	32	a	a	PROPN
dpc-1797	711	33	,	,	PUNCT
dpc-1797	711	34	et	et	PROPN
dpc-1797	711	35	al	al	PROPN
dpc-1797	711	36	.	.	PUNCT
dpc-1797	712	1	the	the	DET
dpc-1797	712	2	influence	influence	NOUN
dpc-1797	712	3	of	of	ADP
dpc-1797	712	4	clinical	clinical	ADJ
dpc-1797	712	5	information	information	NOUN
dpc-1797	712	6	in	in	ADP
dpc-1797	712	7	the	the	DET
dpc-1797	712	8	histopathologic	histopathologic	ADJ
dpc-1797	712	9	diagnosis	diagnosis	NOUN
dpc-1797	712	10	of	of	ADP
dpc-1797	712	11	melanocytic	melanocytic	ADJ
dpc-1797	712	12	skin	skin	NOUN
dpc-1797	712	13	neoplasms	neoplasm	NOUN
dpc-1797	712	14	.	.	PUNCT
dpc-1797	713	1	plos	plos	PROPN
dpc-1797	713	2	one	one	NUM
dpc-1797	713	3	.	.	PUNCT
dpc-1797	714	1	2009;4	2009;4	NOUN
dpc-1797	714	2	.	.	PUNCT
dpc-1797	715	1	doi:10.1371	doi:10.1371	PROPN
dpc-1797	715	2	/	/	SYM
dpc-1797	716	1	journal.pone.0005375	journal.pone.0005375	PROPN
dpc-1797	716	2	.	.	PROPN
dpc-1797	717	1	97	97	NUM
dpc-1797	717	2	.	.	PUNCT
dpc-1797	718	1	brinker	brinker	PROPN
dpc-1797	718	2	tj	tj	PROPN
dpc-1797	718	3	,	,	PUNCT
dpc-1797	718	4	schmitt	schmitt	PROPN
dpc-1797	718	5	m	m	PROPN
dpc-1797	718	6	,	,	PUNCT
dpc-1797	718	7	krieghoff	krieghoff	NOUN
dpc-1797	718	8	-	-	PUNCT
dpc-1797	718	9	henning	henning	PROPN
dpc-1797	718	10	ei	ei	PROPN
dpc-1797	718	11	,	,	PUNCT
dpc-1797	718	12	barnhill	barnhill	PROPN
dpc-1797	718	13	r	r	PROPN
dpc-1797	718	14	,	,	PUNCT
dpc-1797	718	15	beltraminelli	beltraminelli	PROPN
dpc-1797	718	16	h	h	NOUN
dpc-1797	718	17	,	,	PUNCT
dpc-1797	718	18	braun	braun	PROPN
dpc-1797	718	19	sa	sa	PROPN
dpc-1797	718	20	,	,	PUNCT
dpc-1797	718	21	et	et	PROPN
dpc-1797	718	22	al	al	PROPN
dpc-1797	718	23	.	.	PUNCT
dpc-1797	719	1	diagnostic	diagnostic	ADJ
dpc-1797	719	2	performance	performance	NOUN
dpc-1797	719	3	of	of	ADP
dpc-1797	719	4	artificial	artificial	ADJ
dpc-1797	719	5	intelligence	intelligence	NOUN
dpc-1797	719	6	for	for	ADP
dpc-1797	719	7	histologic	histologic	ADJ
dpc-1797	719	8	melanoma	melanoma	NOUN
dpc-1797	719	9	recognition	recognition	NOUN
dpc-1797	719	10	compared	compare	VERB
dpc-1797	719	11	to	to	ADP
dpc-1797	719	12	18	18	NUM
dpc-1797	719	13	international	international	ADJ
dpc-1797	719	14	expert	expert	NOUN
dpc-1797	719	15	pathologists	pathologist	NOUN
dpc-1797	719	16	.	.	PUNCT
dpc-1797	720	1	j	j	PROPN
dpc-1797	720	2	am	be	AUX
dpc-1797	720	3	acad	acad	ADJ
dpc-1797	720	4	dermatol	dermatol	NOUN
dpc-1797	720	5	.	.	PUNCT
dpc-1797	721	1	2021	2021	NUM
dpc-1797	721	2	.	.	PUNCT
dpc-1797	722	1	doi:10.1016	doi:10.1016	PROPN
dpc-1797	722	2	/	/	SYM
dpc-1797	722	3	j.jaad.2021.02.009	j.jaad.2021.02.009	PROPN
dpc-1797	722	4	.	.	PROPN
dpc-1797	722	5	98	98	NUM
dpc-1797	722	6	.	.	PUNCT
dpc-1797	723	1	hekler	hekler	PROPN
dpc-1797	723	2	a	a	PRON
dpc-1797	723	3	,	,	PUNCT
dpc-1797	723	4	utikal	utikal	PROPN
dpc-1797	723	5	js	js	PROPN
dpc-1797	723	6	,	,	PUNCT
dpc-1797	723	7	enk	enk	PROPN
dpc-1797	723	8	ah	ah	INTJ
dpc-1797	723	9	,	,	PUNCT
dpc-1797	723	10	solass	solass	VERB
dpc-1797	723	11	w	w	PROPN
dpc-1797	723	12	,	,	PUNCT
dpc-1797	723	13	schmitt	schmitt	PROPN
dpc-1797	723	14	m	m	PROPN
dpc-1797	723	15	,	,	PUNCT
dpc-1797	723	16	klode	klode	PROPN
dpc-1797	723	17	j	j	PROPN
dpc-1797	723	18	,	,	PUNCT
dpc-1797	723	19	et	et	PROPN
dpc-1797	723	20	al	al	PROPN
dpc-1797	723	21	.	.	PUNCT
dpc-1797	724	1	deep	deep	ADJ
dpc-1797	724	2	learning	learning	NOUN
dpc-1797	724	3	outperformed	outperform	VERB
dpc-1797	724	4	11	11	NUM
dpc-1797	724	5	pathologists	pathologist	NOUN
dpc-1797	724	6	in	in	ADP
dpc-1797	724	7	the	the	DET
dpc-1797	724	8	classification	classification	NOUN
dpc-1797	724	9	of	of	ADP
dpc-1797	724	10	histopathological	histopathological	ADJ
dpc-1797	724	11	melanoma	melanoma	NOUN
dpc-1797	724	12	images	image	NOUN
dpc-1797	724	13	.	.	PUNCT
dpc-1797	725	1	eur	eur	PROPN
dpc-1797	725	2	j	j	PROPN
dpc-1797	725	3	cancer	cancer	NOUN
dpc-1797	725	4	.	.	PUNCT
dpc-1797	726	1	2019;118	2019;118	NUM
dpc-1797	726	2	:	:	PUNCT
dpc-1797	727	1	91–96	91–96	NUM
dpc-1797	727	2	.	.	PUNCT
dpc-1797	728	1	doi	doi	NOUN
dpc-1797	728	2	:	:	PUNCT
dpc-1797	728	3	10.1016	10.1016	NUM
dpc-1797	728	4	/	/	SYM
dpc-1797	728	5	j.ejca.2019.06.012	j.ejca.2019.06.012	PROPN
dpc-1797	728	6	.	.	PROPN
dpc-1797	729	1	1	1	NUM
dpc-1797	729	2	-	-	PUNCT
dpc-1797	729	3	indice	indice	NOUN
dpc-1797	729	4	3	3	NUM
dpc-1797	729	5	-	-	SYM
dpc-1797	729	6	1797	1797	NUM