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maciekwisniewski
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skincancerdataset_v1

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train · 361k rows

isic_id stringlengths 12 12	target class label 2 classes	patient_id stringlengths 10 10	clin_size_long_diam_mm float64 -1.68 14.1	image_type stringclasses 1 value	tbp_tile_type stringclasses 2 values	tbp_lv_A float64 -5.61 7.05	tbp_lv_Aext float64 -6.8 6.26	tbp_lv_B float64 -5.5 4.93	tbp_lv_Bext float64 -3.94 4.75	tbp_lv_C float64 -5.56 4.2	tbp_lv_Cext float64 -3.95 4.84	tbp_lv_H float64 -10.19 9.28	tbp_lv_Hext float64 -5.78 12.4	tbp_lv_L float64 -3.5 4.17	tbp_lv_Lext float64 -2.77 3.92	tbp_lv_areaMM2 float64 -0.84 33.8	tbp_lv_area_perim_ratio float64 -1.55 12.7	tbp_lv_color_std_mean float64 -1.4 10.2	tbp_lv_deltaA float64 -7.13 10.2	tbp_lv_deltaB float64 -8.78 5.08	tbp_lv_deltaL float64 -8.62 2.11	tbp_lv_deltaLB float64 -1.88 8.58	tbp_lv_deltaLBnorm float64 -1.89 9.54	tbp_lv_eccentricity float64 -4.96 1.63	tbp_lv_minorAxisMM float64 -1.93 13.5	tbp_lv_nevi_confidence float64 -0.93 1.48	tbp_lv_norm_border float64 -1.66 3.8	tbp_lv_norm_color float64 -1.51 3.38	tbp_lv_perimeterMM float64 -1.57 15.3	tbp_lv_radial_color_std_max float64 -1.38 14.3	tbp_lv_stdL float64 -1.36 8.53	tbp_lv_stdLExt float64 -2.57 37.4	tbp_lv_symm_2axis float64 -2.04 5.36	tbp_lv_symm_2axis_angle float64 -1.64 1.69	tbp_lv_x float64 -2.97 3.13	tbp_lv_y float64 -5.1 2.07	tbp_lv_z float64 -3.95 3	attribution stringclasses 7 values	copyright_license stringclasses 3 values	lesion_id stringlengths 10 10 ⌀	iddx_full stringclasses 51 values	iddx_1 stringclasses 3 values	iddx_2 stringclasses 14 values	iddx_3 stringclasses 25 values	iddx_4 stringclasses 25 values	mel_mitotic_index stringclasses 7 values	mel_thick_mm float64 0.2 5 ⌀	tbp_lv_dnn_lesion_confidence float64 0 100	age_approx_25.0 float64 0 1 ⌀	age_approx_30.0 float64 0 1 ⌀	age_approx_35.0 float64 0 1 ⌀	age_approx_40.0 float64 0 1 ⌀	age_approx_45.0 float64 0 1 ⌀	age_approx_50.0 float64 0 1 ⌀	age_approx_55.0 float64 0 1 ⌀	age_approx_60.0 float64 0 1 ⌀	age_approx_65.0 float64 0 1 ⌀	age_approx_70.0 float64 0 1 ⌀	age_approx_75.0 float64 0 1 ⌀	age_approx_80.0 float64 0 1 ⌀	age_approx_85.0 float64 0 1 ⌀	age_approx_nan float64 0 1 ⌀	sex_female float64 0 1 ⌀	sex_male float64 0 1 ⌀	sex_nan float64 0 1 ⌀	anatom_site_general_anterior torso float64 0 1 ⌀	anatom_site_general_lower extremity float64 0 1 ⌀	anatom_site_general_posterior torso float64 0 1 ⌀	anatom_site_general_upper extremity float64 0 1 ⌀	anatom_site_general_nan float64 0 1 ⌀	tbp_lv_location_Left Arm - Lower float64 0 1 ⌀	tbp_lv_location_Left Arm - Upper float64 0 1 ⌀	tbp_lv_location_Left Leg - Lower float64 0 1 ⌀	tbp_lv_location_Left Leg - Upper float64 0 1 ⌀	tbp_lv_location_Right Arm - Lower float64 0 1 ⌀	tbp_lv_location_Right Arm - Upper float64 0 1 ⌀	tbp_lv_location_Right Leg - Lower float64 0 1 ⌀	tbp_lv_location_Right Leg - Upper float64 0 1 ⌀	tbp_lv_location_Torso Back Bottom Third float64 0 1 ⌀	tbp_lv_location_Torso Back Middle Third float64 0 1 ⌀	tbp_lv_location_Torso Back Top Third float64 0 1 ⌀	tbp_lv_location_Torso Front Bottom Half float64 0 1 ⌀	tbp_lv_location_Torso Front Top Half float64 0 1 ⌀	tbp_lv_location_Unknown float64 0 1 ⌀	tbp_lv_location_simple_Left Arm float64 0 1 ⌀	tbp_lv_location_simple_Left Leg float64 0 1 ⌀	tbp_lv_location_simple_Right Arm float64 0 1 ⌀	tbp_lv_location_simple_Right Leg float64 0 1 ⌀	tbp_lv_location_simple_Torso Back float64 0 1 ⌀	tbp_lv_location_simple_Torso Front float64 0 1 ⌀	tbp_lv_location_simple_Unknown float64 0 1 ⌀
ISIC_0015670	0benign	IP_1235828	-0.511143	TBP tile: close-up	3D: white	0.067906	0.381203	-0.257311	-0.659598	-0.192657	-0.406883	-0.289141	-0.918345	1.11128	0.894233	-0.557925	1.569224	-1.402295	-0.405692	0.720692	0.361456	-0.316161	-0.729759	1.113748	-0.85087	-0.928856	2.112521	-1.512761	-0.434732	-1.384507	-0.390656	0.642441	2.269578	-0.02575	-0.910243	-1.039833	-1.116011	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	97.517282	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0
ISIC_0015845	0benign	IP_8170065	-1.625849	TBP tile: close-up	3D: white	2.934425	2.960699	-0.369396	-0.526922	1.127311	0.907507	-2.708775	-3.008162	0.60456	0.343673	-0.789482	-1.2791	-1.402295	0.488179	0.185785	0.695551	-0.754901	-1.06115	-0.704346	-1.466672	-0.92892	-0.773951	-1.512761	-1.44256	-1.384507	-1.070545	2.691925	-0.168457	-0.596522	0.014958	1.308393	0.016262	Memorial Sloan Kettering Cancer Center	CC-BY	IL_6727506	Benign	Benign	null	null	null	null	null	3.141455	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0015864	0benign	IP_6724798	-0.30429	TBP tile: close-up	3D: XP	0.650653	0.626661	1.836409	1.467321	1.645161	1.386471	0.835434	0.339432	1.073891	0.864886	-0.54625	0.954076	-1.402295	0.148005	1.405074	0.346711	-0.105144	-0.519358	1.32827	-1.148149	-0.928913	0.782107	-1.512761	-0.505956	-1.384507	-0.55879	-0.461818	0.441052	0.354765	0.641779	1.05537	2.013998	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.80404	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0015902	0benign	IP_4111386	-0.407716	TBP tile: close-up	3D: XP	-1.432346	-0.779845	-1.294751	-1.291922	-1.58341	-1.355287	0.318843	-0.166702	-2.175904	-2.304262	-0.254372	-0.783111	-0.72856	-1.125538	-0.470433	1.225383	-1.347631	-0.473691	-0.602991	-0.049574	-0.398781	-0.855485	-0.64616	-0.399603	-0.479545	-0.837598	-1.067864	-0.77751	0.830409	-0.699093	0.982584	0.029736	ACEMID MIA	CC-0	null	Benign	Benign	null	null	null	null	null	99.989998	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
ISIC_0024200	0benign	IP_8313778	-0.689266	TBP tile: close-up	3D: white	1.187978	1.456752	-0.344021	-0.267788	0.251166	0.350256	-1.396535	-1.591168	0.366639	0.301813	-0.666893	0.153814	-1.402295	-0.146603	-0.277551	0.095553	-0.088962	-0.419182	1.427729	-1.374444	-0.928887	0.12098	-1.512761	-0.915454	-1.384507	-0.362371	0.38965	0.053285	-1.262423	-0.351005	1.096151	-0.390091	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	70.44251	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
ISIC_0035502	0benign	IP_3026693	-0.798438	TBP tile: close-up	3D: white	0.539011	1.415366	-0.790942	-0.727693	-0.361035	-0.000434	-1.305427	-1.970648	-0.320115	-0.602316	-0.577384	0.339009	-1.402295	-1.072561	-0.411716	1.100189	-1.200806	-1.255992	0.479574	-0.692691	-0.927105	1.108682	-1.512761	-0.677907	-1.384507	-1.116083	0.887655	1.696726	-0.596522	-0.045236	0.967555	0.518271	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.619603	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0051648	0benign	IP_0218255	-0.108929	TBP tile: close-up	3D: XP	-1.413134	-1.377376	-0.30226	-0.795227	-0.78836	-1.138513	1.29132	1.01222	-1.150047	-1.271201	-0.322477	0.642472	-0.765255	-0.299651	0.887826	0.833908	-0.712522	-0.080171	0.856803	-0.442128	-0.917178	0.8041	-0.897333	-0.139546	-0.90037	-0.894084	0.281802	0.810172	-0.596522	-1.436564	1.11143	-0.257667	ACEMID MIA	CC-0	null	Benign	Benign	null	null	null	null	null	99.918133	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0051665	0benign	IP_7734648	0.218588	TBP tile: close-up	3D: XP	0.03246	0.308329	-0.65468	-0.600217	-0.497582	-0.390733	-0.661885	-0.791356	-1.346802	-1.559748	0.138691	0.797037	-0.302436	-0.3621	-0.345052	1.224842	-1.326988	-0.982455	-0.654303	0.627078	-0.755677	0.289557	-0.163924	0.55951	-0.02716	-0.869649	-0.778635	-0.310377	-0.977037	-0.394631	1.209407	1.202122	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.97239	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0051710	0benign	IP_1307115	-0.436446	TBP tile: close-up	3D: white	-1.451223	-1.073154	-0.101687	-0.740579	-0.636466	-1.000833	1.502828	0.66525	1.535619	1.133892	-0.269938	-0.433935	-0.261316	-0.762934	1.254739	0.855126	-0.581085	-1.053392	-1.125588	-0.026694	-0.928826	-0.061667	-0.020915	-0.322751	0.192221	-0.642949	-0.295645	0.332333	0.925538	-0.479681	0.12292	-2.517527	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.818963	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0051758	0benign	IP_2180091	0.023227	TBP tile: close-up	3D: XP	-0.930146	-0.762942	-0.504443	-0.71353	-0.778908	-0.877973	0.535492	0.307207	-1.480148	-1.510099	-0.013085	-0.592286	-0.602499	-0.388824	0.241521	0.633159	-0.686812	0.080774	0.196779	0.054109	0.990925	-0.878773	-0.582648	-0.052405	-0.489884	-0.860963	-0.760031	-1.021836	0.259636	1.066662	0.562267	0.103379	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.99969	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0
ISIC_0051812	0benign	IP_7792811	0.184113	TBP tile: close-up	3D: XP	-0.041132	-0.013959	0.406651	0.527453	0.266539	0.396696	0.413106	0.368807	0.083824	0.139844	0.146475	0.351337	0.710709	-0.043571	-0.09819	-0.225639	0.109557	0.100476	-0.00095	0.487041	0.752612	0.176479	1.312953	0.433944	1.6501	0.279203	-0.394483	-0.051444	1.49631	-0.731906	-0.812076	0.517485	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.99996	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0051822	0benign	IP_4934005	-0.321528	TBP tile: close-up	3D: white	0.007865	0.509537	-0.097121	-0.136482	-0.098336	0.050429	-0.076808	-0.610668	0.744552	0.548635	-0.283559	1.226316	-0.733932	-0.667606	0.044693	0.418585	-0.502173	-0.784219	-0.816037	0.242264	-0.928886	1.712102	-0.648675	0.053948	-0.478755	-0.830135	1.352239	1.8854	1.020666	-0.181425	0.940144	1.99449	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	56.3124	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0051896	0benign	IP_7438238	0.040465	TBP tile: close-up	3D: XP	0.548916	1.121587	0.584103	0.411888	0.634565	0.720669	0.016399	-0.760031	-0.121904	-0.422057	0.1348	-0.289692	-0.222849	-0.665816	0.557705	1.092129	-1.018877	-1.07778	-1.459188	0.805974	-0.926239	-0.187697	-0.12056	0.212313	-0.027739	-0.682901	-1.103032	-0.054175	-0.216007	1.68008	0.366741	-1.810621	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.99617	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
ISIC_0051897	0benign	IP_5516884	0.385219	TBP tile: close-up	3D: XP	-0.870557	-0.307898	0.776015	1.097563	0.271251	0.784109	1.513479	0.979663	0.032553	-0.018858	-0.242696	0.688242	0.292463	-0.905559	-0.371334	0.167983	-0.225759	-0.283031	1.139033	-0.313809	-0.833739	0.092985	0.048602	-0.000394	-0.234775	-0.368844	1.19273	-0.561689	0.449894	1.445367	0.541995	1.104548	ACEMID MIA	CC-0	null	Benign	Benign	null	null	null	null	null	90.98784	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0051958	0benign	IP_9726832	-0.212355	TBP tile: close-up	3D: XP	-1.764823	-1.325554	-0.244105	-0.046226	-0.851921	-0.480228	1.771932	1.42505	-1.052305	-1.211437	-0.155133	-0.454459	-0.110382	-0.900465	-0.487544	0.931686	-1.036098	-0.655901	-0.050268	0.06763	-0.928574	-0.605451	-0.035904	-0.177971	0.014028	-0.663785	-0.099645	-0.658241	-1.262423	-0.106103	0.425681	1.49248	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	84.3925	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
ISIC_0051983	0benign	IP_5579051	-0.591585	TBP tile: close-up	3D: XP	-0.799282	-1.24586	0.635016	-0.01577	0.178632	-0.432819	1.341904	1.349594	0.123592	0.157186	-0.248534	-0.835815	0.340196	0.453026	1.543195	-0.161494	0.358428	0.429271	-1.613357	0.033219	1.409232	-1.002325	0.222321	-0.407561	0.033933	0.34926	-0.864609	-0.995328	-0.881908	0.568744	0.473569	-1.096459	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052003	0benign	IP_7977194	-0.637553	TBP tile: close-up	3D: XP	2.680903	1.345238	-0.000096	0.619433	1.218371	0.971462	-2.174544	-0.802757	1.413532	1.317347	-0.411986	-0.824777	0.464882	2.259199	-1.25214	-0.168707	0.142368	-0.513417	-0.705397	-0.318905	-0.928262	-0.652007	0.432491	-0.625895	0.292105	-0.175953	0.289697	-0.354877	1.591439	1.659769	0.946922	-0.900897	Frazer Institute, The University of Queensland, Dermatology Research Centre	CC-BY	null	Benign	Benign	null	null	null	null	null	99.99939	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0052004	0benign	IP_2608033	-0.361749	TBP tile: close-up	3D: XP	0.631541	0.562761	0.207894	0.472955	0.388743	0.553909	-0.380861	-0.214784	-0.401408	-0.000001	-0.299126	-0.507375	0.317691	0.204329	-0.461086	-1.259007	1.127061	1.323499	0.061586	-0.29598	1.441082	-0.654148	0.155324	-0.382721	-0.065603	1.91921	0.607158	-0.693153	1.49631	1.06268	-0.720781	-0.737308	Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris	CC-BY	null	Benign	Benign	null	null	null	null	null	99.999821	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0052026	0benign	IP_6422845	-0.80993	TBP tile: close-up	3D: white	-0.140561	-0.389445	-0.611752	-1.03827	-0.541776	-1.007322	-0.438978	-0.411485	1.642177	1.555106	-0.550142	-0.363884	-0.661871	0.306835	0.642446	-0.282191	0.256098	-0.373401	0.417458	-0.762338	-0.863994	0.322896	-0.812093	-0.751462	-0.848461	-0.227321	0.984228	0.974371	1.210924	-1.396241	-1.942236	-0.33453	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	95.83353	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0052042	0benign	IP_6725180	-0.626061	TBP tile: close-up	3D: white	-0.414597	0.00322	-0.11288	0.004951	-0.278616	-0.025798	0.336942	0.000455	0.815585	0.629944	-0.322477	-0.380384	0.099713	-0.631105	-0.278659	0.357323	-0.422271	-0.770747	-1.852439	-0.102138	-0.888712	-0.296499	0.214368	-0.382721	0.259861	-0.479543	-0.672287	-0.161178	-0.977037	0.698443	0.512175	0.147427	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.99708	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
ISIC_0052068	0benign	IP_7424727	-0.028486	TBP tile: close-up	3D: XP	1.115559	0.036479	2.366145	2.104369	2.232674	1.742637	0.798267	1.156492	0.840486	1.210063	-0.016977	-0.79914	1.304794	1.63792	1.378329	-1.591253	1.671562	1.106004	0.087671	0.080623	1.467824	-0.776116	1.512811	-0.12596	1.420223	1.44386	0.043237	-0.612891	0.830409	-0.233092	0.413386	0.964571	Frazer Institute, The University of Queensland, Dermatology Research Centre	CC-BY	null	Benign	Benign	null	null	null	null	null	100	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052094	0benign	IP_9179679	0.011735	TBP tile: close-up	3D: XP	-0.122335	0.738308	-0.772901	-0.80505	-0.65077	-0.36492	-0.632248	-1.41028	-1.473976	-1.728871	-0.063678	3.770903	-0.773935	-1.169528	-0.212434	1.416809	-1.507404	-1.215459	-1.874236	0.874649	-0.921075	3.328854	-0.873256	0.974636	-0.847837	-1.041007	-0.887482	2.214809	0.354765	0.472614	1.592766	-1.245749	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.75158	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0
ISIC_0052109	0benign	IP_3927284	7.337771	TBP tile: close-up	3D: white	-0.40314	-0.203564	-1.660812	-0.638261	-1.399639	-0.619044	-1.432217	-0.276177	-0.619245	0.674125	7.067885	0.584903	2.756505	-0.338028	-2.662736	-4.29734	4.316769	4.246455	1.356914	3.060699	-0.658228	-0.470913	2.712517	4.976845	2.154178	2.335052	1.231595	-1.50248	0.354765	0.825506	0.194676	0.871391	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	95.072901	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0052122	0benign	IP_1117889	-0.763963	TBP tile: close-up	3D: XP	0.777347	-0.089053	-0.551238	-0.388142	-0.084767	-0.376426	-1.259148	-0.198605	-1.05124	-0.987947	-0.334152	-0.473712	-0.054061	1.293997	-0.527478	0.154254	-0.281603	0.256987	-2.570469	-0.062874	-0.927411	-0.528054	0.38924	-0.423477	0.732117	-0.092709	-0.126976	-0.493899	-1.54781	-0.073377	0.189538	-1.249839	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.999821	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0052205	0benign	IP_4923309	-0.361749	TBP tile: close-up	3D: XP	-0.237275	0.331507	0.370597	0.498644	0.164352	0.491277	0.574045	0.018554	-0.769563	-1.05948	-0.534575	0.869031	-1.217991	-0.80081	-0.125774	1.287629	-1.368815	-1.227745	1.221529	-0.927777	-0.928917	1.832012	-1.310484	-0.494701	-1.200312	-1.037066	-1.324223	2.484893	1.020666	2.075472	0.31537	-0.866512	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.408311	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052213	0benign	IP_1836571	0.184113	TBP tile: close-up	3D: white	-0.046822	-0.028184	0.090562	0.447589	0.021471	0.325947	0.148142	0.332068	1.250427	1.505374	-0.120108	-0.500596	0.875347	-0.033204	-0.689066	-1.337164	1.254537	0.524121	0.841383	-0.413823	1.267193	-0.893457	1.164656	-0.14847	1.215386	0.997998	0.528588	-1.145737	-0.02575	-0.967768	0.471055	0.374257	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.980003	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052220	0benign	IP_8128046	-0.137658	TBP tile: close-up	3D: XP	0.922531	0.906041	0.359347	0.358279	0.624348	0.593407	-0.49951	-0.608161	-0.783688	-0.814078	0.130908	0.627691	-0.462997	0.186484	0.131135	0.386004	-0.450275	-0.136068	-3.735728	0.763406	0.982171	0.560503	-0.405749	0.499541	-0.307127	-0.643787	-0.491301	0.372313	-1.642938	-0.595218	1.237777	0.652197	Frazer Institute, The University of Queensland, Dermatology Research Centre	CC-BY	null	Benign	Benign	null	null	null	null	null	99.99987	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
ISIC_0052231	0benign	IP_7404721	-0.361749	TBP tile: close-up	3D: XP	-1.479979	-1.111702	-0.462814	-0.713545	-0.941215	-0.990043	1.23311	0.733281	0.168826	-0.100106	-0.583221	0.851458	-1.402295	-0.755005	0.340628	0.879241	-0.858158	-0.950531	1.423114	-1.149282	-0.923717	1.010563	-1.512761	-0.606682	-1.384507	-0.649102	0.549036	0.974371	0.545023	-0.333789	0.263699	-1.737878	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	52.05871	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
ISIC_0052241	0benign	IP_3880252	0.080686	TBP tile: close-up	3D: XP	-1.042971	-1.19548	-0.903237	-0.82406	-1.130855	-1.108836	0.262085	0.75714	-1.119564	-0.897255	-0.120108	0.293284	0.265608	0.017416	-0.484213	-0.376882	0.297849	1.032949	0.030013	0.147577	1.340873	0.702074	0.571909	0.078788	0.745269	1.503532	0.226506	0.988031	0.830409	0.910045	-1.749907	0.366444	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.999785	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1
ISIC_0052259	0benign	IP_6949284	-0.643298	TBP tile: close-up	3D: white	0.633641	0.028964	0.156408	0.031037	0.35192	0.004499	-0.429347	-0.007043	1.147882	1.229684	-0.396419	-0.677284	-0.23919	0.919352	0.309519	-0.695655	0.63112	0.083691	-0.074449	-0.455609	1.317243	-0.670003	-0.224577	-0.565926	-0.200866	-0.034547	1.305267	-0.543715	1.49631	-0.310902	0.102038	-1.301491	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.98653	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0052270	0benign	IP_7637042	-0.470921	TBP tile: close-up	3D: white	0.413726	0.01524	-0.068805	-0.303227	0.092934	-0.269951	-0.438458	-0.242392	0.566174	0.638384	-0.30691	-0.538924	-0.267894	0.605171	0.44908	-0.454434	0.395025	0.151562	-0.09766	-0.278308	1.027279	-0.686004	-0.121627	-0.401934	0.015351	-0.221148	0.464714	-0.719218	1.115795	-1.434645	-1.957952	0.176222	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.99999	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052310	0benign	IP_7259384	-0.666282	TBP tile: close-up	3D: XP	0.391945	-0.403245	2.686576	1.847918	2.246694	1.402504	1.5298	1.424981	2.688544	2.658649	-0.483983	-0.973315	0.634847	1.130316	2.659251	-0.855567	1.322752	0.143749	0.376887	-0.764772	1.392077	-0.954693	0.038509	-0.770675	-0.595447	0.939927	-0.759041	-0.761849	0.830409	0.911919	0.707766	0.855191	Frazer Institute, The University of Queensland, Dermatology Research Centre	CC-BY	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0052313	0benign	IP_4177511	-0.447938	TBP tile: close-up	3D: XP	-1.374596	-0.776783	-1.058369	-0.651606	-1.378172	-0.831414	0.510715	0.37173	-0.860451	-1.109955	-0.5696	0.791314	-1.181177	-1.042313	-1.201963	1.178901	-1.261433	-1.078562	0.869202	-0.881756	-0.928882	1.806219	-1.313024	-0.585139	-1.241744	-1.110924	-0.709752	2.518735	-0.120879	0.239088	0.332165	1.686503	ACEMID MIA	CC-0	null	Benign	Benign	null	null	null	null	null	50.808245	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0052328	0benign	IP_7797815	-0.378987	TBP tile: close-up	3D: white	-0.456127	0.574486	-0.974095	-0.471338	-0.941942	-0.18295	-0.500063	-0.949013	0.285123	0.252034	-0.375015	0.262095	-0.113849	-1.455711	-1.365727	0.013789	-0.077726	-0.223609	0.32152	-0.417079	-0.928829	0.406095	-0.028418	-0.311496	0.031128	-0.306655	1.757568	0.46995	-0.977037	-0.294764	-0.328653	-1.307271	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	98.70129	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0052332	0benign	IP_3896746	-0.643298	TBP tile: close-up	3D: white	-0.287725	0.431284	-0.261693	0.061329	-0.342332	0.176325	0.06608	-0.383668	0.4955	0.226214	-0.421715	-0.379609	-0.761217	-1.010141	-0.746772	0.763835	-0.857091	-1.094805	-0.332294	-0.32927	-0.928642	-0.106086	-0.561841	-0.533127	-0.293312	-0.81753	0.676025	0.192436	0.73528	-1.281929	-1.715772	0.832753	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	85.290283	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0052355	0benign	IP_0909149	0.500138	TBP tile: close-up	3D: XP	0.364011	-0.724676	0.286559	0.52269	0.335363	0.17372	-0.069076	1.082965	0.893697	0.873616	0.8392	-0.909107	0.403069	1.51673	-0.374381	-0.248962	0.120919	-0.201433	-2.034094	1.457907	1.472612	-1.273865	0.268802	0.592309	0.055741	-0.08841	0.101327	-1.423573	-1.072166	-0.808506	-0.190983	-1.405491	Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris	CC-BY	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0
ISIC_0052357	0benign	IP_7797815	-0.068707	TBP tile: close-up	3D: white	-0.692839	-0.178112	-0.791828	-0.744367	-0.906437	-0.694003	-0.030602	-0.393974	-0.088592	-0.142268	-0.209617	0.838212	-0.798199	-0.809955	-0.380127	0.219156	-0.344073	-0.291513	-0.370154	0.22476	-0.928659	0.997486	-0.764613	0.086747	-0.625687	-0.77306	2.64278	0.963982	-1.167295	0.758391	-0.614415	-0.480625	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	95.7371	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0052367	0benign	IP_9577633	-0.447938	TBP tile: close-up	3D: XP	-0.146233	0.248466	-0.040597	-0.086795	-0.117903	-0.010304	0.128476	-0.314886	-0.883722	-1.114284	-0.616301	1.395603	-1.402295	-0.55243	0.078796	1.121034	-1.154153	-0.94454	1.351865	-1.115722	-0.92892	2.313915	-1.512761	-0.606682	-1.384507	-1.061651	0.460119	2.827308	1.686568	1.23293	-1.137701	-0.094656	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.78017	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0061318	0benign	IP_0878241	-0.447938	TBP tile: close-up	3D: white	-0.176017	-0.413733	-0.625044	-1.374294	-0.566696	-1.280861	-0.41622	-0.703443	0.756503	1.106778	-0.197942	-0.870105	-0.114992	0.285623	1.289935	-1.493831	1.533351	1.065721	-1.505301	0.054109	1.313689	-0.635364	0.215897	-0.355549	0.47729	1.085522	0.572792	-0.276159	-0.691651	0.880165	-0.608897	0.757538	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
ISIC_0062556	0benign	IP_5539318	-0.068707	TBP tile: close-up	3D: XP	-1.050317	-0.564593	-0.482567	-0.84139	-0.806315	-0.913961	0.69639	-0.032561	-0.517893	-0.873703	-0.435336	1.995871	-1.402295	-0.835016	0.551999	1.427964	-1.332947	-1.229105	1.231291	-0.671186	-0.928898	1.748749	-1.512761	-0.087534	-1.384507	-1.013552	-0.328038	1.143111	-0.691651	0.335373	0.23413	-1.306144	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	93.60341	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0065755	0benign	IP_6059757	2.861707	TBP tile: close-up	3D: XP	0.018195	-0.611098	1.134908	1.056931	0.861378	0.663714	0.909471	1.250747	0.301648	0.663143	2.072873	-0.04002	0.918232	0.84244	0.564941	-1.370613	1.328392	1.143976	1.12917	1.261427	-0.730716	-0.184933	1.621489	1.916867	2.00463	0.949339	-0.847581	-0.311988	-0.596522	-0.556596	-0.329538	-1.516473	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.64195	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0067881	0benign	IP_0753755	0.270301	TBP tile: close-up	3D: XP	0.460106	-0.561692	0.775565	0.418737	0.744882	0.132872	0.248641	0.853624	0.11839	0.348933	0.358573	-0.846335	0.740297	1.444664	0.999539	-0.847687	0.905901	0.856972	-0.632178	0.639025	1.476266	-1.318723	0.712935	0.225899	0.527593	0.917968	-0.861937	-1.573185	-0.311136	1.719194	0.884813	1.046057	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0068212	0benign	IP_5543025	-0.52838	TBP tile: close-up	3D: XP	0.571867	1.514668	0.739091	0.948867	0.761205	1.295019	0.12174	-0.716031	-0.609626	-0.795734	-0.550142	1.075299	-1.162767	-1.15531	-0.158691	0.86786	-0.957545	-0.864695	1.205691	-0.928549	-0.928709	1.192528	-1.381297	-0.494702	-1.384507	-0.928844	-0.951122	1.077329	0.830409	-2.268607	0.841719	-0.374648	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.99683	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
ISIC_0070972	0benign	IP_3260480	-0.534126	TBP tile: close-up	3D: XP	-0.136494	0.543042	-0.78675	-0.784128	-0.666966	-0.433847	-0.632818	-1.195897	-1.473493	-1.644647	-0.589059	0.561996	-1.402295	-0.930537	-0.287681	1.124082	-1.210319	-0.791078	1.175701	-1.065431	-0.920068	1.440282	-1.512761	-0.666652	-1.384507	-0.817141	-1.406902	2.079106	0.640151	-1.855318	0.833225	-0.015787	ACEMID MIA	CC-0	null	Benign	Benign	null	null	null	null	null	99.864644	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0
ISIC_0071851	0benign	IP_1669227	-0.30429	TBP tile: close-up	3D: XP	-0.671102	-1.265723	0.1408	-0.255329	-0.175623	-0.644717	0.827049	1.230088	-0.779237	-0.323178	0.02194	-0.895466	0.730278	0.673302	0.851136	-1.315019	1.308143	1.924005	-2.240062	0.522042	1.477571	-0.988533	0.389407	-0.118002	-0.051693	1.602304	-0.252624	-0.906829	-0.120879	0.77859	0.784737	-0.42061	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	100	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
ISIC_0071852	0benign	IP_9144368	-0.40197	TBP tile: close-up	3D: XP	1.226639	-1.573654	-1.249923	-0.566525	-0.311938	-0.99602	-2.460328	1.418337	-0.34192	0.45211	-0.1707	-1.07469	1.849627	3.953063	-1.82981	-2.651895	2.607908	2.741917	-0.878198	0.005264	-0.92892	-1.592408	1.967621	-0.388348	1.703977	3.691912	-1.137024	-1.842109	-0.501393	0.861827	-0.106598	-1.19846	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	100	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0
ISIC_0073261	0benign	IP_1117889	1.298819	TBP tile: close-up	3D: XP	0.263848	0.646649	1.035606	1.142519	0.871803	1.126252	0.618894	0.136295	0.282315	0.133133	0.302143	1.011193	-0.496889	-0.463443	0.155625	0.420369	-0.500084	-0.629869	1.267424	0.069824	-0.92888	0.828662	-0.621755	0.824229	-0.666698	-0.756863	0.890307	0.467552	-0.406265	-0.468109	-0.513412	-1.121721	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.950111	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
ISIC_0073270	0benign	IP_6647281	-0.361749	TBP tile: close-up	3D: XP	1.791504	2.722783	0.244706	0.52255	0.937913	1.502653	-1.304341	-1.949636	-0.07975	-0.269325	-0.448957	-0.231861	-0.666774	-0.922483	-0.473706	0.690765	-0.782249	-0.915158	1.066579	-0.899264	-0.927032	0.095729	-0.715517	-0.544382	-0.667647	-0.963882	1.901314	0.41248	-0.216007	-0.650464	-0.172994	-0.89245	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	85.15441	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
ISIC_0073301	0benign	IP_2536274	3.252429	TBP tile: close-up	3D: XP	1.065875	-0.177102	-0.0451	0.012278	0.399522	-0.082633	-0.994894	0.191378	0.411498	1.726481	2.43091	0.669518	3.766436	1.84763	-0.132151	-4.740897	4.653321	3.516198	1.109413	2.03807	1.473477	-0.312979	3.336358	2.54703	2.993349	4.851136	-0.208877	-1.297622	0.354765	0.924472	0.007144	1.413412	Frazer Institute, The University of Queensland, Dermatology Research Centre	CC-BY	IL_3854228	Benign	Benign	null	null	null	null	null	99.886191	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0
ISIC_0073316	0benign	IP_5444929	-0.356003	TBP tile: close-up	3D: white	0.251965	0.480533	0.504867	0.857112	0.455859	0.835472	0.218758	0.110509	0.967033	0.784477	-0.427553	-0.046013	-0.952734	-0.259883	-0.530698	0.292467	-0.404094	-0.781554	0.855455	-0.688158	-0.169031	-0.337413	-0.811687	-0.46753	-0.556941	-0.822293	1.284753	-0.5895	1.306053	0.501598	0.554534	1.183378	Memorial Sloan Kettering Cancer Center	CC-BY	null	Benign	Benign	null	null	null	null	null	99.96486	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0
ISIC_0073364	0benign	IP_1974761	-0.189372	TBP tile: close-up	3D: XP	-1.663364	-1.923482	-1.610067	-1.866118	-1.915729	-2.209126	0.253357	0.947725	-0.790209	-0.797321	-0.423661	0.449267	0.031119	0.0503	-0.060397	0.307011	-0.321175	0.057196	0.822747	-0.530806	1.307186	1.210103	-0.075424	-0.355549	-0.199417	0.190981	-0.351496	1.769383	0.069379	1.430436	-2.430441	-0.297394	University Hospital of Basel	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.983716	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0
ISIC_0073396	0benign	IP_2023739	-0.631807	TBP tile: close-up	3D: XP	-0.821889	-0.877979	0.043374	-0.29863	-0.306913	-0.568832	0.907242	0.745465	-0.535576	-0.606354	-0.48982	-0.588226	0.985696	-0.071746	0.706779	0.438506	-0.414219	-0.086223	0.596187	-0.784103	-0.04333	-0.36063	1.319678	-0.691492	1.387441	-0.242023	0.086197	-0.061651	1.401181	-0.414312	0.377595	0.763379	Department of Dermatology, Hospital Clínic de Barcelona	CC-BY-NC	null	Benign	Benign	null	null	null	null	null	99.99727	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0