id	sid	eid	entity	type
dpc-1863	2	1	2022;12(3):e2022126	CARDINAL
dpc-1863	2	2	1	CARDINAL
dpc-1863	2	3	katsch1	ORG
dpc-1863	2	4	christoph rinner1	PERSON
dpc-1863	2	5	tschandl2 1	PERSON
dpc-1863	2	6	university of vienna	ORG
dpc-1863	2	7	vienna	GPE
dpc-1863	2	8	austria 2	ORG
dpc-1863	2	9	university of vienna	ORG
dpc-1863	2	10	vienna	GPE
dpc-1863	2	11	austria	GPE
dpc-1863	5	1	2022;12(3):e2022126	CARDINAL
dpc-1863	6	1	december 7	DATE
dpc-1863	6	2	2021	CARDINAL
dpc-1863	7	1	july 2022	DATE
dpc-1863	7	2	2022	CARDINAL
dpc-1863	8	1	https://creativecommons.org/licenses/by-nc/4.0/	ORG
dpc-1863	10	1	novartis	ORG
dpc-1863	10	2	lilly	ORG
dpc-1863	10	3	lilly	ORG
dpc-1863	13	1	philipp	PERSON
dpc-1863	13	2	phd, department of dermatology	ORG
dpc-1863	13	3	university of vienna	ORG
dpc-1863	13	4	18-20	CARDINAL
dpc-1863	13	5	1090	CARDINAL
dpc-1863	13	6	vienna	GPE
dpc-1863	13	7	austria	GPE
dpc-1863	15	1	3	CARDINAL
dpc-1863	15	2	resnet-34	GPE
dpc-1863	16	1	7	CARDINAL
dpc-1863	19	1	resnet-34	ORG
dpc-1863	20	1	0.030	CARDINAL
dpc-1863	20	2	resnet-34	ORG
dpc-1863	20	3	0.045	CARDINAL
dpc-1863	20	4	only 0.011	CARDINAL
dpc-1863	21	1	40%	PERCENT
dpc-1863	25	1	2	CARDINAL
dpc-1863	26	1	2022;12(3):e2022126	CARDINAL
dpc-1863	26	2	the last 30 years	DATE
dpc-1863	26	3	1	CARDINAL
dpc-1863	27	1	the american joint committee	ORG
dpc-1863	27	2	five-year	DATE
dpc-1863	27	3	more than 90%	PERCENT
dpc-1863	27	4	less than 15%	PERCENT
dpc-1863	28	1	2	CARDINAL
dpc-1863	29	1	3,4	CARDINAL
dpc-1863	30	1	decades	DATE
dpc-1863	30	2	recent years	DATE
dpc-1863	31	1	5,6	CARDINAL
dpc-1863	32	1	7	CARDINAL
dpc-1863	33	1	two	CARDINAL
dpc-1863	33	2	1	CARDINAL
dpc-1863	34	1	13,14	CARDINAL
dpc-1863	35	1	first	ORDINAL
dpc-1863	35	2	one	CARDINAL
dpc-1863	36	1	one	CARDINAL
dpc-1863	36	2	cnn	ORG
dpc-1863	37	1	17	CARDINAL
dpc-1863	40	1	18	CARDINAL
dpc-1863	42	1	19	CARDINAL
dpc-1863	43	1	8	CARDINAL
dpc-1863	44	1	10,015	CARDINAL
dpc-1863	44	2	600x450	CARDINAL
dpc-1863	44	3	3-8	CARDINAL
dpc-1863	45	1	one	CARDINAL
dpc-1863	45	2	seven	CARDINAL
dpc-1863	47	1	ec	ORG
dpc-1863	47	2	1	CARDINAL
dpc-1863	48	1	three	CARDINAL
dpc-1863	51	1	2022;12(3):e2022126 3	CARDINAL
dpc-1863	51	2	bcc	ORG
dpc-1863	51	3	mel	PERSON
dpc-1863	52	1	7	CARDINAL
dpc-1863	52	2	20,21	CARDINAL
dpc-1863	54	1	isic2018	ORG
dpc-1863	57	1	three	CARDINAL
dpc-1863	58	1	60	CARDINAL
dpc-1863	58	2	7	CARDINAL
dpc-1863	59	1	adobe®	ORG
dpc-1863	59	2	2018	DATE
dpc-1863	59	3	19.1.9	CARDINAL
dpc-1863	59	4	adobe inc.	ORG
dpc-1863	59	5	rgb	ORG
dpc-1863	59	6	2	CARDINAL
dpc-1863	61	1	3	CARDINAL
dpc-1863	64	1	isic2018	ORG
dpc-1863	64	2	3	CARDINAL
dpc-1863	64	3	1,511	CARDINAL
dpc-1863	65	1	20%	PERCENT
dpc-1863	66	1	resnet-34	ORG
dpc-1863	67	1	3	CARDINAL
dpc-1863	68	1	rgb channel-	ORG
dpc-1863	68	2	2	CARDINAL
dpc-1863	69	1	2	CARDINAL
dpc-1863	70	1	1	CARDINAL
dpc-1863	70	2	2	CARDINAL
dpc-1863	71	1	3	CARDINAL
dpc-1863	72	1	4	CARDINAL
dpc-1863	73	1	2022;12(3):e2022126	CARDINAL
dpc-1863	73	2	resnet-34	ORG
dpc-1863	73	3	resnet-34	ORG
dpc-1863	74	1	22	CARDINAL
dpc-1863	75	1	9	CARDINAL
dpc-1863	75	2	5-fold	CARDINAL
dpc-1863	77	1	13	CARDINAL
dpc-1863	78	1	23	CARDINAL
dpc-1863	80	1	two	CARDINAL
dpc-1863	80	2	0.05	CARDINAL
dpc-1863	80	3	0.12.2	CARDINAL
dpc-1863	81	1	24	CARDINAL
dpc-1863	82	1	0.8	CARDINAL
dpc-1863	82	2	resnet-34	ORG
dpc-1863	82	3	0.72	CARDINAL
dpc-1863	83	1	three	CARDINAL
dpc-1863	83	2	4	CARDINAL
dpc-1863	83	3	resnet-34	ORG
dpc-1863	84	1	0.05	CARDINAL
dpc-1863	84	2	-0.03	CARDINAL
dpc-1863	84	3	second	ORDINAL
dpc-1863	85	1	resnet-34	GPE
dpc-1863	85	2	above 40%	PERCENT
dpc-1863	85	3	0.01	CARDINAL
dpc-1863	86	1	0.17	CARDINAL
dpc-1863	87	1	three	CARDINAL
dpc-1863	88	1	3	CARDINAL
dpc-1863	90	1	3	CARDINAL
dpc-1863	92	1	2022;12(3):e2022126 5	CARDINAL
dpc-1863	92	2	0.218	CARDINAL
dpc-1863	92	3	resnet-34	ORG
dpc-1863	92	4	0.129	CARDINAL
dpc-1863	92	5	0.155	CARDINAL
dpc-1863	95	1	three	CARDINAL
dpc-1863	98	1	r-cnn	PERSON
dpc-1863	98	2	5	CARDINAL
dpc-1863	99	1	first	ORDINAL
dpc-1863	100	1	resnet-34	ORG
dpc-1863	103	1	0.00	CARDINAL
dpc-1863	103	2	0.02	CARDINAL
dpc-1863	103	3	0.04	CARDINAL
dpc-1863	103	4	0.0 0.2 0.4 0.6 0.8 1.0	QUANTITY
dpc-1863	103	5	ge	ORG
dpc-1863	103	6	0.06	CARDINAL
dpc-1863	103	7	4	CARDINAL
dpc-1863	104	1	0%	PERCENT
dpc-1863	105	1	resnet-34	DATE
dpc-1863	106	1	95%-confidence	CARDINAL
dpc-1863	107	1	5	CARDINAL
dpc-1863	109	1	6	CARDINAL
dpc-1863	110	1	three	CARDINAL
dpc-1863	112	1	r-cnn	PERSON
dpc-1863	113	1	three	CARDINAL
dpc-1863	114	1	maron et al	PERSON
dpc-1863	114	2	25	CARDINAL
dpc-1863	115	1	26,27	CARDINAL
dpc-1863	118	1	28	CARDINAL
dpc-1863	122	1	1	CARDINAL
dpc-1863	123	1	apalla	PERSON
dpc-1863	123	2	sotiriou e	GPE
dpc-1863	125	1	2017;7(2):1	CARDINAL
dpc-1863	125	2	10.5826	CARDINAL
dpc-1863	126	1	pmid	PERSON
dpc-1863	126	2	28515985	DATE
dpc-1863	128	1	2	CARDINAL
dpc-1863	128	2	balch cm	PERSON
dpc-1863	128	3	soong s-j	PERSON
dpc-1863	128	4	atkins mb	PERSON
dpc-1863	130	1	j clin	PERSON
dpc-1863	131	1	2004;54(3):131-149	CARDINAL
dpc-1863	131	2	182	CARDINAL
dpc-1863	132	1	10.3322	CARDINAL
dpc-1863	133	1	pmid	PERSON
dpc-1863	133	2	15195788	DATE
dpc-1863	134	1	3	CARDINAL
dpc-1863	134	2	kittler h	ORG
dpc-1863	134	3	pehamberger h	ORG
dpc-1863	134	4	wolff k	PERSON
dpc-1863	136	1	2002;3(3):159-165	CARDINAL
dpc-1863	137	1	10.1016	CARDINAL
dpc-1863	137	2	2045(02)00679-4	CARDINAL
dpc-1863	138	1	11902502	DATE
dpc-1863	139	1	korotkov k	PERSON
dpc-1863	139	2	garcia r.	PERSON
dpc-1863	140	1	artif intell med	PERSON
dpc-1863	141	1	2012;56(2):69	CARDINAL
dpc-1863	142	1	10.1016/j.artmed.2012.08.002	DATE
dpc-1863	143	1	23063256	DATE
dpc-1863	144	1	5	CARDINAL
dpc-1863	145	1	digital dermoscopy analysis	ORG
dpc-1863	147	1	2002;119(2):471	CARDINAL
dpc-1863	149	1	12190872	DATE
dpc-1863	150	1	6	CARDINAL
dpc-1863	150	2	novoa ra	PERSON
dpc-1863	152	1	2017;542(7639):115	CARDINAL
dpc-1863	153	1	10.1038	CARDINAL
dpc-1863	154	1	28117445	CARDINAL
dpc-1863	157	1	muñoz-lópez	PERSON
dpc-1863	157	2	ramírez-cornejo	PERSON
dpc-1863	157	3	marchetti ma	PERSON
dpc-1863	159	1	2021;35(2):546	CARDINAL
dpc-1863	160	1	10.1111	CARDINAL
dpc-1863	161	1	33037709	CARDINAL
dpc-1863	163	1	8	CARDINAL
dpc-1863	165	1	nat med.	PERSON
dpc-1863	166	1	2020;26(8):12291234	CARDINAL
dpc-1863	166	2	10.1038	CARDINAL
dpc-1863	167	1	32572267	DATE
dpc-1863	168	1	9	CARDINAL
dpc-1863	168	2	buhl	ORG
dpc-1863	171	1	2020;34(6):1355-1361	CARDINAL
dpc-1863	172	1	10.1111	CARDINAL
dpc-1863	173	1	31856342	DATE
dpc-1863	174	1	10	CARDINAL
dpc-1863	175	1	okuboyejo da	PERSON
dpc-1863	177	1	j. 2018;12(1):14-53	PERSON
dpc-1863	178	1	10.2174/187437220181201014 11	DATE
dpc-1863	179	1	winkler jk	PERSON
dpc-1863	182	1	10.1001	CARDINAL
dpc-1863	183	1	pmid	PERSON
dpc-1863	183	2	31411641	CARDINAL
dpc-1863	185	1	12	CARDINAL
dpc-1863	186	1	navarrete-dechent c	ORG
dpc-1863	186	2	dusza sw	PERSON
dpc-1863	186	3	liopyris k	PERSON
dpc-1863	186	4	halpern ac	PERSON
dpc-1863	186	5	marchetti ma	PERSON
dpc-1863	188	1	10.1016	CARDINAL
dpc-1863	189	1	29864435	DATE
dpc-1863	191	1	13	CARDINAL
dpc-1863	192	1	ren s	PERSON
dpc-1863	192	2	sun j. faster r-cnn	PERSON
dpc-1863	194	1	2017;39(6):1137-1149	CARDINAL
dpc-1863	195	1	10.1109/tpami.2016.2577031	MONEY
dpc-1863	196	1	27295650	DATE
dpc-1863	197	1	14	DATE
dpc-1863	198	1	girshick r. mask	PERSON
dpc-1863	199	1	2017	CARDINAL
dpc-1863	199	2	iccv	GPE
dpc-1863	200	1	2017:2980-2988	CARDINAL
dpc-1863	201	1	10.1109	CARDINAL
dpc-1863	201	2	15	CARDINAL
dpc-1863	202	1	kaur r	PERSON
dpc-1863	202	2	leander r	PERSON
dpc-1863	202	3	mishra nk	PERSON
dpc-1863	204	1	2017;23(3):416-428	CARDINAL
dpc-1863	205	1	10.1111/	CARDINAL
dpc-1863	206	1	27892649	DATE
dpc-1863	207	1	16	CARDINAL
dpc-1863	208	1	mishra nk	PERSON
dpc-1863	208	2	kaur r	PERSON
dpc-1863	211	1	2019;25(4):544-552	CARDINAL
dpc-1863	211	2	10.1111/	CARDINAL
dpc-1863	212	1	30868667	DATE
dpc-1863	214	1	17	CARDINAL
dpc-1863	214	2	han ss	PERSON
dpc-1863	214	3	lim w	PERSON
dpc-1863	216	1	2020;156(1):29-37	DATE
dpc-1863	217	1	10.1001	CARDINAL
dpc-1863	218	1	31799995	DATE
dpc-1863	220	1	18	CARDINAL
dpc-1863	221	1	lee t	PERSON
dpc-1863	221	2	gallagher	PERSON
dpc-1863	221	3	mclean	NORP
dpc-1863	221	4	d. dullrazor	PERSON
dpc-1863	223	1	7	CARDINAL
dpc-1863	224	1	1997;27(6):533-543	CARDINAL
dpc-1863	225	1	10.1016	CARDINAL
dpc-1863	226	1	9437554	DATE
dpc-1863	227	1	19	CARDINAL
dpc-1863	229	1	sci data	ORG
dpc-1863	231	1	10.1038/	CARDINAL
dpc-1863	232	1	30106392	DATE
dpc-1863	234	1	20	CARDINAL
dpc-1863	235	1	mendonça t	PERSON
dpc-1863	235	2	ferreira pm	PERSON
dpc-1863	235	3	marques	PERSON
dpc-1863	235	4	j. ph2	PERSON
dpc-1863	236	1	2013 35th	DATE
dpc-1863	236	2	annual	DATE
dpc-1863	236	3	2013:5437-5440	CARDINAL
dpc-1863	237	1	10.1109/embc.2013.6610779	CARDINAL
dpc-1863	238	1	pmid	PERSON
dpc-1863	238	2	24110966	CARDINAL
dpc-1863	239	1	21	CARDINAL
dpc-1863	239	2	kawahara j	PERSON
dpc-1863	239	3	hamarneh g.	PERSON
dpc-1863	239	4	seven	CARDINAL
dpc-1863	240	1	ieee journal of biomedical	ORG
dpc-1863	241	1	2019;23(2):538-546	CARDINAL
dpc-1863	242	1	10.1109/	CARDINAL
dpc-1863	243	1	29993994	DATE
dpc-1863	244	1	22	CARDINAL
dpc-1863	245	1	massa	PERSON
dpc-1863	246	1	wallach h	ORG
dpc-1863	246	2	garnett r	PERSON
dpc-1863	246	3	32	CARDINAL
dpc-1863	247	1	curran associates, inc.	ORG
dpc-1863	247	2	2019:8026-8037	DATE
dpc-1863	248	1	23	CARDINAL
dpc-1863	249	1	pedregosa	PERSON
dpc-1863	249	2	varoquaux g	PERSON
dpc-1863	251	1	2011;12:2825	CARDINAL
dpc-1863	252	1	24	CARDINAL
dpc-1863	253	1	j. statsmodels	PERSON
dpc-1863	255	1	9th	ORDINAL
dpc-1863	257	1	austin	GPE
dpc-1863	257	2	tx	ORG
dpc-1863	258	1	25	CARDINAL
dpc-1863	259	1	maron rc	PERSON
dpc-1863	259	2	von kalle	PERSON
dpc-1863	262	1	2021;145:81-91	CARDINAL
dpc-1863	263	1	10.1016	CARDINAL
dpc-1863	263	2	j. ejca.2020.11.020.	PERSON
dpc-1863	264	1	33423009	CARDINAL
dpc-1863	265	1	26	CARDINAL
dpc-1863	266	1	aggarwal slp.	PERSON
dpc-1863	269	1	2019;25(6):815820	CARDINAL
dpc-1863	270	1	10.1111	CARDINAL
dpc-1863	270	2	31140653	DATE
dpc-1863	271	1	27	CARDINAL
dpc-1863	271	2	winkler jk	PERSON
dpc-1863	271	3	sies k	PERSON
dpc-1863	273	1	2021;145:146-154	CARDINAL
dpc-1863	274	1	10.1016	CARDINAL
dpc-1863	275	1	33465706	DATE
dpc-1863	276	1	28	CARDINAL
dpc-1863	277	1	michaelis	PERSON
dpc-1863	278	1	winter	DATE
dpc-1863	279	1	arxiv	ORG
dpc-1863	281	1	july 17, 2019	DATE
dpc-1863	282	1	http://arxiv.org/abs/1907.07484	GPE