isic_id stringlengths 12 12 | target float64 0 1 ⌀ | patient_id stringlengths 0 10 | age_approx float64 0 85 ⌀ | sex stringclasses 3
values | anatom_site_general stringclasses 9
values | clin_size_long_diam_mm float64 0.8 23.7 ⌀ | image_type stringclasses 2
values | tbp_tile_type stringclasses 3
values | tbp_lv_A float64 4.97 43.7 ⌀ | tbp_lv_Aext float64 3.89 35.9 ⌀ | tbp_lv_B float64 2.87 47.8 ⌀ | tbp_lv_Bext float64 12.6 44.6 ⌀ | tbp_lv_C float64 7.72 57.6 ⌀ | tbp_lv_Cext float64 16 48.8 ⌀ | tbp_lv_H float64 7.17 71.6 ⌀ | tbp_lv_Hext float64 32.6 76.6 ⌀ | tbp_lv_L float64 6.16 74.2 ⌀ | tbp_lv_Lext float64 18.1 85.8 ⌀ | tbp_lv_areaMM2 float64 0.54 172 ⌀ | tbp_lv_area_perim_ratio float64 11.1 57.9 ⌀ | tbp_lv_color_std_mean float64 0 8.01 ⌀ | tbp_lv_deltaA float64 -8.28 30.1 ⌀ | tbp_lv_deltaB float64 -15.34 9.75 ⌀ | tbp_lv_deltaL float64 -34.69 -2.7 ⌀ | tbp_lv_deltaLB float64 2.99 37.7 ⌀ | tbp_lv_deltaLBnorm float64 3.04 30.3 ⌀ | tbp_lv_eccentricity float64 0.1 0.97 ⌀ | tbp_lv_location stringclasses 20
values | tbp_lv_location_simple stringclasses 9
values | tbp_lv_minorAxisMM float64 0.47 13 ⌀ | tbp_lv_nevi_confidence float64 0 100 ⌀ | tbp_lv_norm_border float64 0.91 10 ⌀ | tbp_lv_norm_color float64 0 10 ⌀ | tbp_lv_perimeterMM float64 2.81 76 ⌀ | tbp_lv_radial_color_std_max float64 0 7.55 ⌀ | tbp_lv_stdL float64 0.49 14 ⌀ | tbp_lv_stdLExt float64 0.87 15.7 ⌀ | tbp_lv_symm_2axis float64 0.08 0.9 ⌀ | tbp_lv_symm_2axis_angle float64 0 175 ⌀ | tbp_lv_x float64 -569.26 567 ⌀ | tbp_lv_y float64 -970.74 1.86k ⌀ | tbp_lv_z float64 -276.73 255 ⌀ | attribution stringclasses 14
values | copyright_license stringclasses 3
values | lesion_id stringlengths 0 10 | iddx_full stringclasses 28
values | iddx_1 stringclasses 3
values | iddx_2 stringclasses 7
values | iddx_3 stringclasses 11
values | iddx_4 stringclasses 17
values | iddx_5 null | mel_mitotic_index stringclasses 8
values | mel_thick_mm float64 0.1 7.3 ⌀ | tbp_lv_dnn_lesion_confidence float64 0 100 ⌀ | PROC_use stringclasses 1
value | PROC_source stringclasses 2
values | benign_malignant stringclasses 5
values | label int64 0 1 | diagnosis stringclasses 25
values | PROC_diag_inferred float64 0 1 ⌀ | acquisition_day float64 1 3.04k ⌀ | concomitant_biopsy float64 0 1 ⌀ | dermoscopic_type stringclasses 4
values | diagnosis_confirm_type stringclasses 4
values | family_hx_mm float64 0 1 ⌀ | fitzpatrick_skin_type stringclasses 5
values | mel_class stringclasses 3
values | mel_type stringclasses 4
values | mel_ulcer float64 0 1 ⌀ | melanocytic float64 0 1 ⌀ | nevus_type stringclasses 4
values | personal_hx_mm float64 0 1 ⌀ | pixels_x float64 211 7.36k ⌀ | pixels_y float64 172 6k ⌀ | PROC_label_inferred float64 0 1 ⌀ | image imagewidth (px) 63 7.36k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ISIC_0074374 | 0 | IP_8275247 | 45 | female | lower extremity | 5.81 | TBP tile: close-up | 3D: XP | 19.3092 | 11.28295 | 28.71941 | 28.06602 | 34.60708 | 30.24907 | 56.0855 | 68.09915 | 36.10392 | 52.10398 | 20.84819 | 14.85512 | 2.971028 | 8.02625 | 0.653395 | -16.00006 | 16.19029 | 13.08323 | 0.652191 | Left Leg - Lower | Left Leg | 4.493151 | 99.76054 | 1.370506 | 8.730084 | 17.59836 | 2.85631 | 7.445772 | 1.810217 | 0.128696 | 140 | -283.2231 | 240.5466 | 70.53552 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0076319 | 0 | IP_3921915 | 50 | male | posterior torso | 4.84 | TBP tile: close-up | 3D: XP | 17.08251 | 12.906004 | 28.234326 | 28.538791 | 32.999838 | 31.321359 | 58.824959 | 65.666246 | 40.056983 | 50.438451 | 10.358416 | 19.058525 | 2.164493 | 4.176506 | -0.304465 | -10.381468 | 10.507095 | 8.648268 | 0.830032 | Torso Back Middle Third | Torso Back | 2.809054 | 5.278493 | 4.050683 | 7.607709 | 14.050485 | 2.897316 | 3.68299 | 2.391824 | 0.387097 | 120 | -168.521362 | 1,120.401855 | 101.052185 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.948043 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0079011 | 0 | IP_0321326 | 70 | male | lower extremity | 2.62 | TBP tile: close-up | 3D: XP | 14.583585 | 12.589994 | 19.694106 | 21.297046 | 24.505893 | 24.740092 | 53.479865 | 59.410054 | 37.623609 | 44.022309 | 3.133796 | 15.854514 | 0.415143 | 1.993591 | -1.60294 | -6.3987 | 6.68738 | 5.997825 | 0.81757 | Left Leg - Lower | Left Leg | 1.457951 | 0 | 3.960118 | 1.110425 | 7.048746 | 0.327501 | 1.298645 | 2.580601 | 0.453704 | 90 | -260.262695 | 73.526764 | 54.758728 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 67.744559 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0080709 | 0 | IP_3631110 | 45 | male | lower extremity | 3.71 | TBP tile: close-up | 3D: XP | 12.907887 | 10.149067 | 18.021505 | 18.893742 | 22.167278 | 21.447076 | 54.387902 | 61.756841 | 25.837077 | 29.549504 | 7.299681 | 24.608707 | 0.831038 | 2.75882 | -0.872237 | -3.712426 | 3.934805 | 4.514597 | 0.774243 | Right Leg - Upper | Right Leg | 2.53724 | 0.690256 | 4.479378 | 2.516273 | 13.402825 | 0.847602 | 0.855765 | 1.72515 | 0.308411 | 150 | 5.482697 | 778.398987 | 96.077026 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 81.816643 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0082829 | 1 | IP_3249371 | 80 | female | anterior torso | 9.27 | TBP tile: close-up | 3D: XP | 18.093368 | 13.054772 | 19.090458 | 21.211776 | 26.302386 | 24.907158 | 46.536028 | 58.389811 | 23.395088 | 34.784341 | 40.964534 | 25.940259 | 3.287692 | 5.038595 | -2.121318 | -11.389253 | 11.83602 | 12.342322 | 0.763841 | Torso Front Top Half | Torso Front | 6.677133 | 0.015972 | 5.936484 | 9.830578 | 32.598015 | 3.514434 | 5.464301 | 2.717044 | 0.472358 | 0 | 61.956005 | 1,180.00354 | -77.904053 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | IL_7881385 | Malignant::Malignant epidermal proliferations::Squamous cell carcinoma in situ | Malignant | Malignant epidermal proliferations | Squamous cell carcinoma in situ | null | null | 72.211683 | training | 2024 | malignant | 1 | squamous cell carcinoma | 1 | null | null | null | null | null | null | null | null | null | |||||||||
ISIC_0082985 | 0 | IP_5961877 | 75 | male | anterior torso | 5.91 | TBP tile: close-up | 3D: XP | 19.51932 | 14.65433 | 26.77026 | 23.53785 | 33.13081 | 27.72688 | 53.90264 | 58.09418 | 32.33336 | 39.27177 | 16.06305 | 19.7504 | 1.217718 | 4.864986 | 3.232415 | -6.938412 | 7.726548 | 7.502378 | 0.802786 | Torso Front Top Half | Torso Front | 3.390238 | 47.47454 | 2.722652 | 3.824162 | 17.81156 | 1.33169 | 2.627031 | 1.655602 | 0.19079 | 50 | 14.72933 | 1,215.974 | -148.2873 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.99999 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0084190 | 0 | IP_1225710 | 60 | male | posterior torso | 3.06 | TBP tile: close-up | 3D: XP | 24.640214 | 20.968337 | 27.793449 | 25.564819 | 37.143182 | 33.064046 | 48.441487 | 50.6413 | 35.412634 | 41.45897 | 6.248827 | 15.394206 | 0.876287 | 3.671877 | 2.22863 | -6.046336 | 6.651863 | 5.885581 | 0.519318 | Torso Back Top Third | Torso Back | 2.563818 | 15.357867 | 1.742719 | 2.698177 | 9.807942 | 0.923133 | 1.487799 | 2.08796 | 0.16568 | 150 | -6.404832 | 1,340.865845 | 177.509338 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.9915 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0085632 | 0 | IP_1117889 | 55 | female | lower extremity | 3.85 | TBP tile: close-up | 3D: XP | 16.684156 | 12.98597 | 24.00248 | 21.736944 | 29.231492 | 25.320548 | 55.196784 | 59.145284 | 30.715361 | 37.502323 | 8.275474 | 20.63624 | 0.664259 | 3.698186 | 2.265536 | -6.786962 | 7.245827 | 7.333761 | 0.483234 | Right Leg - Lower | Right Leg | 3.368507 | 0.050206 | 5.728846 | 2.275517 | 13.068078 | 0.85041 | 1.588905 | 2.159129 | 0.57483 | 65 | 144.420959 | 329.072235 | 91.838806 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.742496 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0087260 | 0 | IP_8241654 | 50 | female | anterior torso | 5.43 | TBP tile: close-up | 3D: XP | 18.20202 | 9.725567 | 29.23292 | 26.79182 | 34.43657 | 28.50243 | 58.09134 | 70.04885 | 40.32661 | 55.64443 | 13.30456 | 15.77006 | 1.721569 | 8.476453 | 2.441097 | -15.31782 | 15.59197 | 12.15045 | 0.816181 | Torso Front Bottom Half | Torso Front | 3.147757 | 99.88014 | 1.362634 | 5.316959 | 14.48495 | 1.824122 | 5.725343 | 1.799829 | 0.105121 | 110 | 130.6518 | 968.3601 | 13.76886 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0089631 | 0 | IP_5811816 | 85 | male | upper extremity | 3.43 | TBP tile: close-up | 3D: XP | 16.59672 | 12.95651 | 23.50741 | 22.03503 | 28.77585 | 25.56195 | 54.77711 | 59.54464 | 26.35053 | 31.34603 | 4.391068 | 18.25351 | 0.636872 | 3.640211 | 1.472385 | -4.995497 | 5.523848 | 5.933318 | 0.862343 | Left Arm - Upper | Left Arm | 1.776602 | 0.3545 | 2.818813 | 2.207234 | 8.952786 | 0.832059 | 1.240625 | 2.013093 | 0.240602 | 145 | -395.0818 | 1,304.112 | 44.9953 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.82368 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0090884 | 0 | IP_6242714 | 50 | male | posterior torso | 3.3 | TBP tile: close-up | 3D: XP | 23.04942 | 15.75381 | 40.16847 | 36.03823 | 46.31179 | 39.33111 | 60.15199 | 66.38786 | 49.04979 | 58.72333 | 4.991556 | 15.53559 | 0.819935 | 7.295616 | 4.130245 | -9.673539 | 10.58184 | 7.739203 | 0.841093 | Torso Back Top Third | Torso Back | 1.766424 | 97.06786 | 1.562936 | 2.345477 | 8.806065 | 0.746509 | 2.514143 | 1.739007 | 0.137931 | 155 | 76.22833 | 1,396.916 | 202.4729 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0092551 | 0 | IP_6618567 | 40 | female | posterior torso | 3.7 | TBP tile: close-up | 3D: white | 22.28232 | 15.55132 | 29.99247 | 29.05379 | 37.36375 | 32.954 | 53.39022 | 61.84166 | 55.69657 | 64.42054 | 7.843873 | 25.91705 | 1.772687 | 6.731 | 0.93868 | -8.723978 | 8.937319 | 6.026119 | 0.678642 | Torso Back Middle Third | Torso Back | 2.876712 | 5.828367 | 5.356533 | 5.605504 | 14.25798 | 1.963795 | 2.647143 | 2.196624 | 0.394636 | 175 | 8.838677 | 1,063.404 | 108.9858 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.98451 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0092953 | 0 | IP_7797815 | 75 | male | anterior torso | 3.29 | TBP tile: close-up | 3D: white | 19.82597 | 16.26386 | 28.344 | 27.73036 | 34.58976 | 32.14787 | 55.02811 | 59.60837 | 44.30202 | 52.54116 | 5.929818 | 21.67974 | 0.868429 | 3.562116 | 0.613648 | -8.23914 | 8.427059 | 6.562806 | 0.462833 | Torso Front Top Half | Torso Front | 2.739726 | 0.006438 | 4.931322 | 2.24132 | 11.33829 | 0.631721 | 1.782981 | 2.831505 | 0.441489 | 45 | 176.1193 | 1,335.677 | -13.71277 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.87549 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0094419 | 0 | IP_0321326 | 70 | male | anterior torso | 2.56 | TBP tile: close-up | 3D: XP | 42.433209 | 14.241281 | 32.36394 | 30.851995 | 53.366673 | 33.980284 | 37.332878 | 65.221952 | 54.4399 | 75.968643 | 4.297242 | 14.660149 | 1.415441 | 28.191927 | 1.511945 | -21.528743 | 22.177818 | 13.092349 | 0.668444 | Torso Front Bottom Half | Torso Front | 1.90603 | 0 | 2.076586 | 4.089217 | 7.93714 | 1.31503 | 8.081385 | 2.638574 | 0.228814 | 80 | -5.414352 | 1,030.678955 | -128.345215 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0094583 | 0 | IP_3396756 | 40 | female | lower extremity | 2.6 | TBP tile: close-up | 3D: XP | 17.965989 | 12.730016 | 28.538152 | 27.121029 | 33.722439 | 29.960032 | 57.807828 | 64.85567 | 32.891872 | 40.66136 | 4.597485 | 14.145648 | 0.855671 | 5.235973 | 1.417123 | -7.769487 | 7.989712 | 7.673365 | 0.630016 | Right Leg - Lower | Right Leg | 2.054795 | 96.798766 | 2.125396 | 2.474417 | 8.064391 | 0.796527 | 2.78629 | 1.394432 | 0.248062 | 0 | 193.635376 | 227.640823 | 148.249481 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0095140 | 0 | IP_2988802 | 50 | female | 3.4 | TBP tile: close-up | 3D: XP | 21.057096 | 16.949216 | 24.963652 | 24.641294 | 32.658616 | 29.907679 | 49.852026 | 55.478333 | 26.143019 | 36.717966 | 7.825108 | 15.063138 | 0.870247 | 4.10788 | 0.322358 | -10.574948 | 10.674529 | 10.594561 | 0.625532 | Unknown | Unknown | 2.849487 | 98.791903 | 1.689685 | 2.246007 | 10.856827 | 0.633041 | 3.141213 | 1.77476 | 0.166667 | 170 | 217.364624 | 857.596069 | -19.677856 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||||
ISIC_0095900 | 0 | IP_3864041 | 50 | female | lower extremity | 2.74 | TBP tile: close-up | 3D: XP | 15.310112 | 11.347846 | 24.289656 | 21.477162 | 28.712139 | 24.290782 | 57.776192 | 62.149459 | 34.521396 | 40.081871 | 3.734284 | 14.175672 | 0.264449 | 3.962266 | 2.812494 | -5.560476 | 6.306655 | 6.098068 | 0.76618 | Right Leg - Lower | Right Leg | 1.643836 | 29.682165 | 2.480321 | 1.084675 | 7.275712 | 0.455543 | 1.202504 | 1.458934 | 0.295238 | 0 | 173.370636 | 264.705566 | 185.33783 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.999762 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0098440 | 0 | IP_3658490 | 15 | female | posterior torso | 4 | TBP tile: close-up | 3D: XP | 18.158367 | 14.910884 | 30.162618 | 30.993418 | 35.206673 | 34.393698 | 58.951402 | 64.307868 | 34.540595 | 39.488833 | 6.549071 | 23.734153 | 0.367203 | 3.247484 | -0.8308 | -4.948239 | 5.142217 | 4.883991 | 0.812114 | Torso Back Top Third | Torso Back | 2.60274 | 49.809024 | 4.755086 | 1.202513 | 12.467424 | 0.433857 | 0.730803 | 2.786844 | 0.36715 | 165 | 21.555023 | 1,394.086426 | 79.684998 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.111837 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0102394 | 0 | IP_9853536 | 80 | male | posterior torso | 3.36 | TBP tile: close-up | 3D: XP | 20.30492 | 17.02852 | 30.68737 | 28.682 | 36.7968 | 33.35607 | 56.50857 | 59.30236 | 31.57819 | 36.85253 | 3.734284 | 22.07842 | 0.347292 | 3.276399 | 2.005371 | -5.274341 | 5.78336 | 5.665464 | 0.895301 | Torso Back Top Third | Torso Back | 1.636049 | 0.000077 | 4.883297 | 1.322558 | 9.080037 | 0.531559 | 1.145591 | 2.516685 | 0.425197 | 125 | 88.07742 | 1,507.483 | 80.51007 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 99.38987 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0102845 | 0 | IP_0014998 | 65 | male | head/neck | 7.01 | TBP tile: close-up | 3D: XP | 22.361025 | 20.636763 | 25.039362 | 25.419426 | 33.570599 | 32.741766 | 48.234033 | 50.928578 | 30.455237 | 35.414671 | 12.19741 | 30.417263 | 1.219524 | 1.724262 | -0.380064 | -4.959435 | 5.138935 | 4.967061 | 0.93833 | Head & Neck | Head & Neck | 2.757889 | 0.226545 | 6.236209 | 2.916674 | 19.261668 | 0.736094 | 1.370224 | 1.8743 | 0.402667 | 10 | 71.338348 | 1,586.025513 | -6.409424 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 98.570168 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0104229 | 1 | IP_9057861 | 80 | male | anterior torso | 6.55 | TBP tile: close-up | 3D: white | 33.48014 | 24.24943 | 26.1601 | 25.29543 | 42.48847 | 35.04132 | 38.0027 | 46.20946 | 50.72893 | 58.54624 | 12.10358 | 38.02596 | 1.40143 | 9.230707 | 0.864665 | -7.81731 | 8.02379 | 5.621653 | 0.907116 | Torso Front Top Half | Torso Front | 3.481341 | 0 | 8.68826 | 4.108186 | 21.45345 | 1.340916 | 1.539307 | 3.697858 | 0.546485 | 155 | 84.83482 | 1,441.758 | -60.32104 | Memorial Sloan Kettering Cancer Center | CC-BY | IL_1702337 | Malignant::Malignant adnexal epithelial proliferations - Follicular::Basal cell carcinoma::Basal cell carcinoma, Nodular | Malignant | Malignant adnexal epithelial proliferations - Follicular | Basal cell carcinoma | Basal cell carcinoma, Nodular | null | null | 66.19617 | training | 2024 | malignant | 1 | basal cell carcinoma | 0 | null | null | null | null | null | null | null | null | null | ||||||||
ISIC_0107453 | 0 | IP_0431324 | 70 | male | posterior torso | 3.08 | TBP tile: close-up | 3D: white | 22.5258 | 16.427153 | 33.274304 | 30.447441 | 40.181973 | 34.596214 | 55.903067 | 61.652032 | 61.210706 | 75.347408 | 4.409833 | 16.019054 | 1.010151 | 6.098646 | 2.826863 | -14.136703 | 14.732964 | 8.73882 | 0.755631 | Torso Back Top Third | Torso Back | 1.981257 | 40.397868 | 2.310011 | 3.469733 | 8.404841 | 1.299328 | 4.536599 | 2.740048 | 0.226891 | 105 | -195.642548 | 1,529.9729 | 66.623108 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.999976 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0108185 | 0 | IP_2482185 | 25 | female | lower extremity | 2.56 | TBP tile: close-up | 3D: white | 26.777435 | 19.985041 | 27.021618 | 24.641576 | 38.042067 | 31.727104 | 45.260053 | 50.956935 | 54.789597 | 67.156705 | 4.353537 | 13.940532 | 1.074758 | 6.792394 | 2.380042 | -12.367108 | 12.770782 | 8.246361 | 0.536316 | Right Leg - Lower | Right Leg | 2.122625 | 87.833583 | 1.743482 | 3.248406 | 7.790419 | 1.092372 | 4.637683 | 1.709475 | 0.20155 | 90 | 129.558777 | 413.821167 | 95.331329 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0110550 | 0 | IP_4215006 | 60 | female | posterior torso | 2.54 | TBP tile: close-up | 3D: XP | 25.105014 | 19.804931 | 29.555986 | 27.02172 | 38.779093 | 33.502368 | 49.655247 | 53.761328 | 37.603016 | 45.88931 | 3.133796 | 14.994999 | 0.499432 | 5.300083 | 2.534266 | -8.286294 | 8.971421 | 7.441533 | 0.817879 | Torso Back Middle Third | Torso Back | 1.44995 | 55.49913 | 2.428189 | 1.450525 | 6.855018 | 0.469017 | 2.320914 | 2.473905 | 0.268041 | 105 | 28.503183 | 1,040.645752 | 138.178467 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.98765 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0111025 | 0 | IP_5067302 | 70 | male | upper extremity | 5.05 | TBP tile: close-up | 3D: XP | 16.557817 | 13.298124 | 25.695506 | 25.268487 | 30.56829 | 28.554099 | 57.202845 | 62.243376 | 29.684096 | 37.030855 | 17.264027 | 16.616036 | 1.960842 | 3.259693 | 0.427019 | -7.346759 | 7.536488 | 7.666927 | 0.520371 | Right Arm - Upper | Right Arm | 4.521186 | 23.716058 | 2.516507 | 6.415373 | 16.936933 | 2.312862 | 3.130777 | 1.591245 | 0.240079 | 125 | 198.236328 | 1,312.585449 | 56.712646 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.985182 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0111723 | 0 | IP_0878241 | 70 | male | lower extremity | 3.7 | TBP tile: close-up | 3D: white | 19.280737 | 13.792712 | 21.540016 | 18.547096 | 28.908807 | 23.113495 | 48.167881 | 53.363336 | 48.771774 | 63.818714 | 8.819666 | 14.166447 | 1.407844 | 5.488025 | 2.992921 | -15.04694 | 15.522581 | 10.610932 | 0.601977 | Right Leg - Upper | Right Leg | 2.876712 | 91.536081 | 1.381015 | 4.301068 | 11.177805 | 1.460971 | 5.211675 | 2.601325 | 0.147059 | 165 | 161.852859 | 779.686279 | -67.923706 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.999964 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0112178 | 0 | IP_5004303 | 40 | female | anterior torso | 3.15 | TBP tile: close-up | 3D: XP | 19.335851 | 16.024575 | 30.219962 | 28.53956 | 35.876472 | 32.73062 | 57.387382 | 60.686381 | 33.109577 | 38.862797 | 3.377744 | 20.982338 | 0.167389 | 3.311276 | 1.680402 | -5.75322 | 6.255268 | 5.863956 | 0.92137 | Torso Front Top Half | Torso Front | 1.232877 | 0.283454 | 4.00306 | 0.389393 | 8.418609 | 0.093874 | 1.278491 | 2.059964 | 0.333333 | 90 | 196.382385 | 1,327.855957 | 23.878418 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.435163 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0114351 | 0 | IP_8514538 | 35 | male | posterior torso | 5.4 | TBP tile: close-up | 3D: XP | 25.05312 | 18.24159 | 38.03365 | 40.37871 | 45.54357 | 44.30796 | 56.62673 | 65.68832 | 41.82036 | 57.32027 | 12.27247 | 17.47723 | 2.304718 | 6.81152 | -2.345061 | -15.4999 | 15.80881 | 11.58826 | 0.838257 | Torso Back Middle Third | Torso Back | 2.972694 | 99.79751 | 2.174373 | 6.555174 | 14.64544 | 2.073709 | 6.078519 | 1.69813 | 0.172702 | 100 | 163.4924 | 1,003.635 | 98.90433 | University Hospital of Basel | CC-BY-NC | IL_1508796 | Benign | Benign | null | null | 99.99981 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||
ISIC_0118649 | 0 | IP_4419126 | 45 | female | lower extremity | 2.3 | TBP tile: close-up | 3D: XP | 23.170315 | 14.809694 | 28.718038 | 27.069579 | 36.899718 | 30.855942 | 51.102683 | 61.317049 | 49.720343 | 59.300085 | 4.353537 | 13.772809 | 0.964424 | 8.360621 | 1.648459 | -9.579743 | 9.895322 | 7.106418 | 0.319353 | Right Leg - Lower | Right Leg | 2.205437 | 95.668584 | 1.651632 | 3.225073 | 7.743413 | 1.18319 | 2.674501 | 1.801096 | 0.193277 | 160 | 235.515991 | 299.864929 | 161.27124 | University Hospital of Basel | CC-BY-NC | IL_2938072 | Benign::Benign melanocytic proliferations::Nevus | Benign | Benign melanocytic proliferations | Nevus | null | null | 100 | training | 2024 | benign | 0 | nevus | 0 | null | null | null | null | null | null | null | null | null | |||||||||
ISIC_0119495 | 1 | IP_6856511 | 60 | male | upper extremity | 5.27 | TBP tile: close-up | 3D: white | 25.87205 | 20.19465 | 26.80559 | 28.45989 | 37.25457 | 34.89684 | 46.01527 | 54.64114 | 56.67493 | 64.63889 | 13.26703 | 30.44416 | 1.472167 | 5.677403 | -1.654301 | -7.96396 | 8.284219 | 5.481429 | 0.745061 | Right Arm - Upper | Right Arm | 3.573096 | 1.106073 | 6.43535 | 3.850777 | 20.09735 | 1.104453 | 2.575811 | 2.600541 | 0.428889 | 160 | 293.1275 | 1,425.201 | 50.78973 | Memorial Sloan Kettering Cancer Center | CC-BY | IL_3266850 | Malignant::Malignant epidermal proliferations::Squamous cell carcinoma, Invasive | Malignant | Malignant epidermal proliferations | Squamous cell carcinoma, Invasive | null | null | 99.99127 | training | 2024 | malignant | 1 | squamous cell carcinoma | 1 | null | null | null | null | null | null | null | null | null | |||||||||
ISIC_0119519 | 0 | IP_9726832 | 85 | male | upper extremity | 5.71 | TBP tile: close-up | 3D: XP | 16.65756 | 12.75798 | 29.89175 | 28.14691 | 34.21974 | 30.90331 | 60.87071 | 65.61692 | 29.5751 | 36.01543 | 18.48377 | 23.13391 | 1.02411 | 3.899572 | 1.744834 | -6.440325 | 6.85271 | 6.967283 | 0.542118 | Right Arm - Upper | Right Arm | 4.832717 | 13.46245 | 4.603437 | 2.998333 | 20.67854 | 0.977423 | 1.575384 | 2.657937 | 0.361446 | 10 | 143.2511 | 1,366.944 | 47.71051 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.35766 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0122633 | 0 | IP_5092630 | 70 | female | upper extremity | 4.04 | TBP tile: close-up | 3D: white | 19.073745 | 18.355872 | 22.686775 | 22.61275 | 29.639459 | 29.125152 | 49.944794 | 50.932076 | 40.131601 | 46.699699 | 7.26215 | 23.277076 | 1.140158 | 0.717873 | 0.074026 | -6.568098 | 6.752172 | 5.626233 | 0.833298 | Right Arm - Lower | Right Arm | 2.389223 | 0.013384 | 5.353839 | 3.14252 | 13.001601 | 0.960198 | 1.964079 | 2.660986 | 0.459227 | 25 | 330.145691 | 777.353699 | 137.329224 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 95.501369 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0124225 | 0 | IP_7797815 | 75 | male | anterior torso | 3.53 | TBP tile: close-up | 3D: white | 21.45304 | 18.40284 | 27.26661 | 28.06584 | 34.69439 | 33.56122 | 51.80477 | 56.74705 | 43.46746 | 50.27307 | 4.222181 | 22.32251 | 0.430345 | 3.050199 | -0.799227 | -6.805615 | 7.022331 | 5.582892 | 0.880821 | Torso Front Top Half | Torso Front | 1.835617 | 0.003553 | 5.075997 | 1.213231 | 9.708227 | 0.38016 | 1.410112 | 2.847487 | 0.445206 | 35 | -16.11078 | 1,103.686 | -106.34 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 96.39443 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0126858 | 0 | IP_8486755 | 55 | male | upper extremity | 2.88 | TBP tile: close-up | 3D: white | 22.32342 | 18.94481 | 35.42703 | 32.72617 | 41.87373 | 37.81412 | 57.78399 | 59.93394 | 58.38034 | 64.78741 | 3.283918 | 20.53108 | 0.073938 | 3.378616 | 2.700859 | -6.40707 | 6.993081 | 4.691054 | 0.780062 | Left Arm - Upper | Left Arm | 1.70056 | 0 | 6.065065 | 0.265102 | 8.211113 | 0.102391 | 1.054493 | 2.197271 | 0.622807 | 65 | -247.2324 | 1,578.424 | 58.95435 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.98683 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0128790 | 0 | IP_9847192 | 60 | male | posterior torso | 3.4 | TBP tile: close-up | 3D: XP | 16.12822 | 13.90272 | 23.6171 | 21.92045 | 28.59872 | 25.9575 | 55.67067 | 57.6157 | 34.56124 | 39.47674 | 5.216739 | 26.14528 | 0.471017 | 2.225501 | 1.696652 | -4.915499 | 5.595058 | 5.140451 | 0.723252 | Torso Back Middle Third | Torso Back | 2.382614 | 0.020228 | 6.98535 | 1.612349 | 11.67874 | 0.602236 | 1.249068 | 1.690978 | 0.608911 | 70 | 55.32797 | 1,208.158 | 163.1597 | Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris | CC-BY | Benign | Benign | null | null | 96.01114 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0133050 | 0 | IP_8154159 | 65 | male | lower extremity | 2.88 | TBP tile: close-up | 3D: XP | 17.20193 | 13.39544 | 31.74941 | 27.86256 | 36.10999 | 30.91537 | 61.55102 | 64.32323 | 48.1004 | 55.38419 | 4.334772 | 15.48017 | 1.173434 | 3.806494 | 3.886844 | -7.283789 | 8.547787 | 6.398507 | 0.784984 | Right Leg - Upper | Right Leg | 1.780822 | 0.905267 | 2.521173 | 3.683305 | 8.191642 | 1.282092 | 1.757842 | 2.918279 | 0.268657 | 165 | 220.5742 | 651.2354 | 18.88367 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.52113 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0133347 | 0 | IP_1127121 | 65 | male | 4.75 | TBP tile: close-up | 3D: XP | 25.504041 | 21.796338 | 34.627974 | 32.187586 | 43.006426 | 38.87314 | 53.627777 | 55.89548 | 43.185964 | 53.285123 | 10.039407 | 27.390707 | 1.116985 | 3.707703 | 2.440388 | -10.099159 | 10.576535 | 7.963574 | 0.532265 | Unknown | Unknown | 3.568304 | 0.002061 | 7.073471 | 3.551364 | 16.582716 | 1.250027 | 2.373313 | 4.413944 | 0.590164 | 50 | -105.48587 | 1,551.312012 | 7.676697 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.684322 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||||
ISIC_0133607 | 0 | IP_6413837 | 55 | anterior torso | 5.3 | TBP tile: close-up | 3D: XP | 19.94352 | 10.86912 | 37.59871 | 32.53494 | 42.56063 | 34.30248 | 62.05714 | 71.52681 | 50.05034 | 63.96198 | 17.73316 | 15.23372 | 2.005464 | 9.074405 | 5.063774 | -13.91164 | 14.93273 | 10.39539 | 0.50022 | Torso Front Top Half | Torso Front | 4.5076 | 99.99346 | 1.893756 | 4.778521 | 16.43599 | 1.198801 | 5.095344 | 1.663365 | 0.190019 | 60 | -173.278 | 1,341.339 | -63.94025 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||||
ISIC_0133897 | 0 | IP_8241654 | 50 | female | lower extremity | 3.53 | TBP tile: close-up | 3D: XP | 20.89124 | 13.03068 | 27.78299 | 25.75388 | 34.76116 | 28.8628 | 53.0589 | 63.16198 | 36.8664 | 52.16507 | 8.650779 | 13.34209 | 1.221485 | 7.860557 | 2.029107 | -15.29867 | 15.56395 | 12.51102 | 0.511728 | Right Leg - Upper | Right Leg | 2.990426 | 99.82885 | 1.339239 | 3.514889 | 10.74334 | 1.125679 | 4.916946 | 1.990207 | 0.161702 | 80 | 182.314 | 719.295 | 30.81372 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0134132 | 0 | IP_9449622 | 80 | male | posterior torso | 4.7 | TBP tile: close-up | 3D: XP | 24.50993 | 16.22175 | 33.32858 | 32.25022 | 41.37065 | 36.10016 | 53.66914 | 63.29775 | 35.92817 | 55.07936 | 11.82211 | 14.83318 | 2.444777 | 8.288174 | 1.078367 | -19.15119 | 19.36045 | 14.74171 | 0.712174 | Torso Back Top Third | Torso Back | 3.287671 | 99.7094 | 1.214007 | 6.09575 | 13.24234 | 1.638394 | 7.46739 | 2.223124 | 0.108108 | 85 | 19.41861 | 1,285.911 | 110.335 | University Hospital of Basel | CC-BY-NC | IL_4812813 | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||
ISIC_0134653 | 0 | IP_2608033 | 50 | male | posterior torso | 3.6 | TBP tile: close-up | 3D: XP | 20.112633 | 16.597708 | 21.430297 | 26.819175 | 29.39006 | 31.539691 | 46.816705 | 58.247685 | 18.273101 | 32.428809 | 7.768812 | 14.635657 | 2.619747 | 3.514925 | -5.388879 | -14.155707 | 15.396879 | 16.19167 | 0.679751 | Torso Back Top Third | Torso Back | 2.56724 | 93.056333 | 1.506587 | 7.374908 | 10.663099 | 2.307241 | 5.974844 | 1.391952 | 0.152466 | 125 | -43.13063 | 1,497.051636 | 157.503662 | Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris | CC-BY | Benign | Benign | null | null | 99.99994 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0140217 | 0 | IP_2859289 | 30 | male | anterior torso | 3.52 | TBP tile: close-up | 3D: XP | 16.612315 | 13.792504 | 23.91423 | 22.42996 | 29.118025 | 26.33128 | 55.213747 | 58.412046 | 24.333538 | 29.36901 | 5.854757 | 18.317483 | 0.716117 | 2.819811 | 1.48427 | -5.035472 | 5.403057 | 6.163213 | 0.767401 | Torso Front Top Half | Torso Front | 2.35053 | 43.113855 | 3.358077 | 2.628327 | 10.355888 | 1.031428 | 1.694451 | 2.380299 | 0.311828 | 55 | 108.642822 | 1,529.530518 | 11.932068 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.732262 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0141846 | 0 | IP_8625948 | 80 | female | lower extremity | 3.9 | TBP tile: close-up | 3D: XP | 16.01912 | 11.67483 | 23.94188 | 22.04185 | 28.80669 | 24.94283 | 56.21417 | 62.09134 | 41.09007 | 47.59463 | 7.112029 | 16.4721 | 0.380854 | 4.34429 | 1.900028 | -6.504556 | 6.8394 | 5.888702 | 0.815139 | Left Leg - Lower | Left Leg | 2.319602 | 75.43198 | 1.952941 | 1.07984 | 10.82359 | 0.340454 | 1.228609 | 1.797472 | 0.167539 | 0 | -225.2798 | 349.9252 | 132.8489 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.99992 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0142571 | 0 | IP_8672132 | 70 | male | posterior torso | 3.48 | TBP tile: close-up | 3D: XP | 22.56652 | 20.94845 | 27.82415 | 26.2732 | 35.825 | 33.60236 | 50.95654 | 51.43353 | 32.85965 | 41.01168 | 5.704635 | 19.93145 | 0.794115 | 1.618067 | 1.550953 | -8.152027 | 8.525333 | 7.617003 | 0.764613 | Torso Back Top Third | Torso Back | 2.315709 | 1.979103 | 4.025078 | 2.484389 | 10.6631 | 0.862239 | 2.281766 | 2.842169 | 0.362162 | 5 | 17.04544 | 1,533.318 | 60.58575 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.87382 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0143537 | 0 | IP_3713422 | 50 | male | head/neck | 2.82 | TBP tile: close-up | 3D: white | 21.703218 | 18.62965 | 26.835955 | 24.630471 | 34.513739 | 30.882421 | 51.036265 | 52.897379 | 51.161929 | 59.874187 | 4.54119 | 15.4329 | 0.574589 | 3.073569 | 2.205484 | -8.712258 | 9.072638 | 6.456323 | 0.658816 | Head & Neck | Head & Neck | 2.079306 | 9.822401 | 2.432231 | 1.752485 | 8.371603 | 0.594356 | 2.205228 | 2.257653 | 0.257813 | 35 | -49.624512 | 1,863.812012 | -110.092468 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.999833 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0145174 | 0 | IP_1757336 | 55 | male | upper extremity | 3.12 | TBP tile: close-up | 3D: XP | 23.533647 | 15.849981 | 38.051806 | 34.077877 | 44.741172 | 37.583555 | 58.264729 | 65.056364 | 47.122219 | 57.079308 | 5.460687 | 14.942378 | 1.196624 | 7.683666 | 3.97393 | -9.957089 | 10.8551 | 8.051739 | 0.745839 | Left Arm - Upper | Left Arm | 2.082912 | 93.26213 | 2.079199 | 3.749818 | 9.033031 | 1.303322 | 2.350647 | 2.076619 | 0.222222 | 145 | -290.0672 | 1,395.541504 | 18.564819 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | IL_6115428 | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||
ISIC_0147142 | 0 | IP_3173681 | 75 | female | upper extremity | 2.52 | TBP tile: close-up | 3D: white | 21.449355 | 17.66575 | 25.807254 | 25.710937 | 33.557253 | 31.195048 | 50.268786 | 55.507397 | 44.591918 | 53.565939 | 2.889848 | 19.134949 | 0 | 3.783605 | 0.096317 | -8.974021 | 9.138112 | 6.996511 | 0.840932 | Right Arm - Lower | Right Arm | 1.549823 | 1.498771 | 3.090232 | 0 | 7.436202 | 0 | 1.418705 | 3.719947 | 0.255556 | 50 | 319.769348 | 923.109985 | -0.527588 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 80.306113 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0149321 | 0 | IP_6158578 | 70 | male | lower extremity | 2.62 | TBP tile: close-up | 3D: XP | 24.3849 | 18.2692 | 32.37509 | 29.3873 | 40.5311 | 34.60313 | 53.01296 | 58.13202 | 41.61546 | 47.02205 | 4.466129 | 16.86512 | 0.401657 | 6.115703 | 2.987794 | -5.406589 | 6.257689 | 5.25411 | 0.539459 | Left Leg - Lower | Left Leg | 2.131007 | 1.173614 | 3.491074 | 1.285615 | 8.678814 | 0.455112 | 1.399062 | 2.285198 | 0.365517 | 65 | -215.6531 | 250.4767 | 120.5004 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.99183 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0150500 | 0 | IP_8834083 | 45 | female | upper extremity | 6.01 | TBP tile: close-up | 3D: XP | 15.85032 | 9.120132 | 24.38461 | 22.36069 | 29.08336 | 24.14906 | 56.97559 | 67.8112 | 31.79284 | 38.84513 | 15.18108 | 17.52016 | 0.836127 | 6.730193 | 2.023916 | -7.052288 | 7.444887 | 7.481189 | 0.843722 | Left Arm - Upper | Left Arm | 3.293374 | 97.6245 | 2.352959 | 2.501401 | 16.30874 | 0.832978 | 1.859252 | 1.740929 | 0.195755 | 60 | -295.5963 | 1,250.452 | 10.44812 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.99878 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0151088 | 0 | IP_4825600 | 60 | male | posterior torso | 3.4 | TBP tile: close-up | 3D: XP | 20.028356 | 17.928326 | 29.205607 | 27.503305 | 35.41331 | 32.830727 | 55.558803 | 56.901247 | 28.283197 | 32.110448 | 3.265153 | 23.318948 | 0 | 2.10003 | 1.702302 | -3.827251 | 4.39785 | 4.555913 | 0.94281 | Torso Back Top Third | Torso Back | 1.373567 | 0.118669 | 4.986468 | 0 | 8.72582 | 0 | 0.752557 | 1.438577 | 0.408602 | 105 | -201.023834 | 1,559.980957 | 59.750977 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 98.740375 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0157043 | 0 | IP_2248025 | 75 | male | posterior torso | 2.87 | TBP tile: close-up | 3D: white | 24.829812 | 20.91461 | 33.852989 | 28.978294 | 41.982669 | 35.73741 | 53.741445 | 54.180749 | 55.76811 | 62.080507 | 3.283918 | 22.514381 | 0.46803 | 3.915202 | 4.874695 | -6.312397 | 8.06321 | 5.516399 | 0.882721 | Torso Back Top Third | Torso Back | 1.491905 | 0 | 4.698138 | 0.855089 | 8.598569 | 0.109557 | 1.841588 | 2.198604 | 0.389474 | 0 | 178.485046 | 1,565.456543 | 65.722107 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.986959 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0157585 | 0 | IP_9144368 | 65 | male | lower extremity | 2.82 | TBP tile: close-up | 3D: XP | 18.12675 | 11.2596 | 28.31435 | 25.93657 | 33.61966 | 28.27515 | 57.37277 | 66.53333 | 40.82207 | 54.10087 | 5.7234 | 14.00433 | 1.196799 | 6.867142 | 2.377783 | -13.2788 | 13.63902 | 10.70478 | 0.60369 | Right Leg - Lower | Right Leg | 2.310784 | 97.46456 | 1.333094 | 4.062692 | 8.952786 | 1.507898 | 4.955089 | 1.783432 | 0.144578 | 60 | 186.2991 | 482.0833 | -19.27661 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0157834 | 1 | IP_3927284 | 55 | male | posterior torso | 5.29 | TBP tile: close-up | 3D: white | 30.966662 | 22.008635 | 24.06694 | 26.734379 | 39.219278 | 34.628125 | 37.853948 | 50.537646 | 55.210012 | 66.13503 | 15.049728 | 24.313243 | 2.243673 | 8.958027 | -2.66744 | -10.925018 | 11.522597 | 7.399501 | 0.690814 | Torso Back Top Third | Torso Back | 4.222128 | 0.021151 | 5.267599 | 7.73487 | 19.128714 | 2.904396 | 4.122797 | 3.134399 | 0.422091 | 65 | -128.599152 | 1,481.198364 | 13.294312 | Memorial Sloan Kettering Cancer Center | CC-BY | IL_2429082 | Malignant::Malignant adnexal epithelial proliferations - Follicular::Basal cell carcinoma::Basal cell carcinoma, Superficial | Malignant | Malignant adnexal epithelial proliferations - Follicular | Basal cell carcinoma | Basal cell carcinoma, Superficial | null | null | 99.960846 | training | 2024 | malignant | 1 | basal cell carcinoma | 0 | null | null | null | null | null | null | null | null | null | ||||||||
ISIC_0159939 | 0 | IP_8078890 | 80 | male | anterior torso | 2.6 | TBP tile: close-up | 3D: white | 19.1338 | 15.80135 | 26.38131 | 25.27742 | 32.58951 | 29.80991 | 54.04743 | 57.98979 | 48.15083 | 55.38221 | 3.115031 | 19.64976 | 0 | 3.332448 | 1.103889 | -7.231387 | 7.596182 | 5.597448 | 0.863281 | Torso Front Bottom Half | Torso Front | 1.447684 | 0 | 3.787934 | 0 | 7.823657 | 0 | 1.56799 | 3.143755 | 0.337079 | 145 | -134.7466 | 1,005.545 | 29.34021 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 66.51156 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0163093 | 0 | IP_5714646 | 40 | male | posterior torso | 3.22 | TBP tile: close-up | 3D: XP | 17.47841 | 13.76695 | 27.97873 | 26.18916 | 32.98945 | 29.58718 | 58.00684 | 62.27028 | 33.36616 | 39.11923 | 3.696754 | 22.63032 | 0.225975 | 3.711451 | 1.789564 | -5.753077 | 6.115992 | 5.939433 | 0.884456 | Torso Back Top Third | Torso Back | 1.669866 | 0.000048 | 5.569638 | 0.715168 | 9.146514 | 0.25073 | 0.954071 | 2.296712 | 0.504274 | 55 | -67.94834 | 1,328.904 | 145.353 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 98.16219 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0164312 | 0 | IP_0658218 | 75 | male | anterior torso | 4.38 | TBP tile: close-up | 3D: XP | 16.722634 | 12.370228 | 25.10352 | 24.203801 | 30.163441 | 27.181731 | 56.330552 | 62.929053 | 28.962378 | 37.925776 | 8.388065 | 23.6931 | 1.353816 | 4.352406 | 0.899719 | -8.963399 | 9.157196 | 9.177046 | 0.803342 | Torso Front Top Half | Torso Front | 2.770756 | 74.706835 | 4.28118 | 4.465718 | 14.097492 | 1.620666 | 3.41739 | 2.114021 | 0.304183 | 140 | 71.365753 | 1,273.444092 | -71.459106 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.994838 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0165763 | 0 | IP_0869661 | 70 | male | posterior torso | 4.4 | TBP tile: close-up | 3D: XP | 21.928974 | 18.680688 | 30.520021 | 30.324836 | 37.581267 | 35.616904 | 54.302334 | 58.366124 | 36.049047 | 40.885104 | 3.734284 | 33.177628 | 0 | 3.248286 | 0.195184 | -4.836057 | 5.049845 | 4.511437 | 0.964569 | Torso Back Top Third | Torso Back | 1.335787 | 0.00028 | 8.756585 | 0 | 11.130799 | 0 | 1.183864 | 1.994744 | 0.714286 | 45 | -136.584351 | 1,505.568848 | 111.850708 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 91.992205 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0169486 | 0 | IP_9272723 | 55 | male | lower extremity | 2.6 | TBP tile: close-up | 3D: XP | 16.5967 | 12.33887 | 28.74131 | 26.141 | 33.18905 | 28.90674 | 59.99567 | 64.73212 | 49.25487 | 55.44233 | 4.54119 | 18.4222 | 0.934415 | 4.257831 | 2.600314 | -6.18745 | 6.974657 | 5.217084 | 0.72868 | Left Leg - Lower | Left Leg | 1.937279 | 3.562832 | 2.830994 | 3.051175 | 9.146514 | 1.098245 | 2.074203 | 2.044995 | 0.238095 | 45 | -233.8141 | 480.7617 | 90.71939 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.99706 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0169683 | 0 | IP_5516884 | 60 | male | lower extremity | 2.7 | TBP tile: close-up | 3D: XP | 18.3831 | 13.08101 | 34.23943 | 29.30509 | 38.86229 | 32.09208 | 61.76872 | 65.9453 | 53.20625 | 60.42433 | 4.484894 | 13.81244 | 1.167618 | 5.302095 | 4.93434 | -7.218082 | 8.822608 | 6.390986 | 0.652778 | Left Leg - Lower | Left Leg | 2.082912 | 59.78692 | 1.433028 | 3.655445 | 7.870664 | 1.269453 | 2.381113 | 1.645787 | 0.162791 | 60 | 271.2015 | 285.8882 | 132.8243 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0170928 | 0 | IP_4419126 | 45 | female | anterior torso | 3.5 | TBP tile: close-up | 3D: XP | 18.873017 | 13.74351 | 36.103804 | 33.514219 | 40.739115 | 36.222741 | 62.401988 | 67.702447 | 54.894406 | 62.175225 | 4.97279 | 19.982671 | 1.135809 | 5.129507 | 2.589586 | -7.28082 | 7.857551 | 5.475191 | 0.864882 | Torso Front Bottom Half | Torso Front | 1.755529 | 0.978118 | 3.481965 | 3.204147 | 9.968432 | 1.004708 | 1.941286 | 2.413642 | 0.287582 | 105 | 138.471863 | 922.173828 | -4.229492 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.986136 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0171295 | 0 | IP_7411721 | 45 | male | posterior torso | 4.56 | TBP tile: close-up | 3D: XP | 18.14485 | 13.62452 | 31.56641 | 28.23084 | 36.4098 | 31.34658 | 60.10907 | 64.23753 | 45.3038 | 51.90568 | 14.11147 | 16.35825 | 1.200331 | 4.520329 | 3.335568 | -6.601881 | 7.488751 | 5.997959 | 0.35725 | Torso Back Top Third | Torso Back | 4.086191 | 18.95142 | 2.429816 | 3.357588 | 15.19338 | 1.043081 | 1.819515 | 1.506129 | 0.234719 | 100 | 17.92076 | 1,380.755 | 156.973 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 99.99996 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0172497 | 0 | IP_5516884 | 60 | male | lower extremity | 7.58 | TBP tile: close-up | 3D: XP | 16.9364 | 13.83401 | 23.57675 | 24.35372 | 29.02938 | 28.00863 | 54.30837 | 60.40148 | 37.70332 | 44.07696 | 20.21017 | 33.20064 | 2.421111 | 3.10239 | -0.776962 | -6.373641 | 6.623189 | 5.846062 | 0.686115 | Left Leg - Lower | Left Leg | 5.458178 | 0.000234 | 8.760779 | 6.706558 | 25.90349 | 2.060863 | 2.61432 | 2.50416 | 0.722833 | 175 | 156.0878 | 337.9333 | 54.6972 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 94.63026 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0173162 | 0 | IP_9179679 | 70 | male | upper extremity | 3.44 | TBP tile: close-up | 3D: XP | 18.0166 | 12.43871 | 24.67252 | 25.2933 | 30.55047 | 28.18639 | 53.86198 | 63.81302 | 24.78998 | 37.75663 | 7.58116 | 15.77853 | 2.001615 | 5.57789 | -0.620783 | -12.96665 | 13.32108 | 13.21272 | 0.653268 | Left Arm - Upper | Left Arm | 2.68041 | 98.86495 | 2.184457 | 4.840485 | 10.93707 | 1.243051 | 5.462824 | 2.123825 | 0.215859 | 55 | -257.6939 | 1,373.401 | 153.5729 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0173476 | 0 | IP_2748432 | 45 | female | posterior torso | 3 | TBP tile: close-up | 3D: XP | 19.208071 | 11.875778 | 40.003345 | 37.82331 | 44.375868 | 39.643876 | 64.351468 | 72.568734 | 42.315478 | 54.643589 | 3.640458 | 15.991346 | 1.115548 | 7.332293 | 2.180035 | -12.328111 | 12.860492 | 9.83919 | 0.871079 | Torso Back Middle Third | Torso Back | 1.470291 | 98.291552 | 2.897849 | 3.145733 | 7.629929 | 0.985963 | 3.432854 | 1.799059 | 0.306931 | 65 | -145.754333 | 1,090.9646 | 73.796692 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.930191 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0173956 | 0 | IP_6760225 | 50 | male | anterior torso | 3.56 | TBP tile: close-up | 3D: white | 22.90102 | 19.59651 | 32.11078 | 28.78817 | 39.44058 | 34.82502 | 54.50399 | 55.75633 | 64.89714 | 71.47481 | 4.072059 | 24.56581 | 0.156053 | 3.304509 | 3.322613 | -6.577673 | 7.458353 | 4.602392 | 0.920735 | Torso Front Top Half | Torso Front | 1.554943 | 0.000014 | 4.916077 | 0.411365 | 10.00167 | 0.119152 | 0.85731 | 2.808679 | 0.368421 | 90 | -145.3028 | 1,414.54 | 89.42017 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.63573 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0173965 | 0 | IP_1116526 | 80 | male | posterior torso | 2.6 | TBP tile: close-up | 3D: XP | 19.340238 | 15.55475 | 23.688641 | 24.419083 | 30.580983 | 28.952406 | 50.770592 | 57.503207 | 19.707132 | 27.170769 | 4.484894 | 15.37943 | 0.978101 | 3.785488 | -0.730442 | -7.463636 | 7.702189 | 9.072688 | 0.648636 | Torso Back Top Third | Torso Back | 2.054795 | 81.214106 | 3.166163 | 3.001699 | 8.305126 | 1.023863 | 2.536475 | 1.626562 | 0.358209 | 45 | -4.975418 | 1,473.284302 | 107.03125 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 99.898309 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0174362 | 0 | IP_5444929 | 65 | male | anterior torso | 5.02 | TBP tile: close-up | 3D: white | 26.38129 | 21.30448 | 28.04054 | 27.17884 | 38.49993 | 34.53361 | 46.74632 | 51.90841 | 46.84367 | 55.87489 | 9.307562 | 23.70219 | 1.056292 | 5.076809 | 0.861701 | -9.031214 | 9.208114 | 6.757933 | 0.893216 | Torso Front Top Half | Torso Front | 2.695534 | 6.64105 | 4.583911 | 3.250123 | 14.85293 | 1.11125 | 1.979073 | 3.065244 | 0.344828 | 35 | -52.91534 | 1,261.52 | -80.04944 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.97925 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0175169 | 0 | IP_8128046 | 55 | male | lower extremity | 3.42 | TBP tile: close-up | 3D: XP | 26.9359 | 19.11744 | 39.97792 | 37.44471 | 48.20557 | 42.04264 | 56.02911 | 62.95336 | 49.32521 | 61.78612 | 5.629574 | 17.13558 | 0.756635 | 7.818456 | 2.533206 | -12.46091 | 12.8768 | 8.879955 | 0.75716 | Left Leg - Upper | Left Leg | 2.174855 | 96.98224 | 3.003967 | 2.422209 | 9.82171 | 0.857586 | 4.192669 | 2.888415 | 0.293103 | 110 | -212.7239 | 614.6427 | 122.8792 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0176646 | 0 | IP_6598006 | 75 | male | anterior torso | 4.51 | TBP tile: close-up | 3D: XP | 22.11354 | 21.04887 | 29.07439 | 28.47456 | 36.52846 | 35.40982 | 52.74393 | 53.52756 | 40.04575 | 45.48344 | 8.219178 | 25.24528 | 1.827361 | 1.064669 | 0.59983 | -5.437694 | 5.932249 | 4.681754 | 0.832406 | Torso Front Top Half | Torso Front | 3.02582 | 0.000042 | 6.299474 | 4.569093 | 14.4047 | 1.232999 | 1.810796 | 2.423619 | 0.538462 | 115 | -8.115967 | 1,417.075 | -48.81311 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 88.85055 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0177899 | 0 | IP_3863759 | 35 | male | lower extremity | 2.8 | TBP tile: close-up | 3D: XP | 16.324366 | 9.257032 | 27.2553 | 25.574136 | 31.770054 | 27.197961 | 59.080804 | 70.10134 | 33.915017 | 46.362754 | 5.554513 | 13.70776 | 1.691515 | 7.067334 | 1.681164 | -12.447737 | 12.95886 | 11.257452 | 0.477136 | Right Leg - Lower | Right Leg | 2.339219 | 98.695672 | 2.130267 | 4.931835 | 8.72582 | 1.600993 | 4.007007 | 2.052597 | 0.259494 | 90 | 192.533508 | 399.346436 | 79.78833 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.999988 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0178933 | 0 | IP_5337939 | 50 | female | lower extremity | 4.92 | TBP tile: close-up | 3D: XP | 14.9307 | 10.72284 | 30.08968 | 27.01726 | 33.5904 | 29.06736 | 63.60909 | 68.35245 | 46.35568 | 52.92522 | 10.75249 | 21.11031 | 0.997722 | 4.207863 | 3.072422 | -6.569546 | 7.375781 | 5.886937 | 0.813649 | Right Leg - Lower | Right Leg | 2.898969 | 1.398477 | 3.693126 | 3.187857 | 15.06613 | 1.12682 | 2.301884 | 1.405889 | 0.288344 | 110 | 183.2236 | 294.662 | 148.9164 | ACEMID MIA | CC-0 | Benign | Benign | null | null | 99.9989 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0185129 | 0 | IP_9916724 | 35 | male | anterior torso | 3.6 | TBP tile: close-up | 3D: XP | 20.76335 | 13.95683 | 31.08738 | 29.78643 | 37.38372 | 32.89414 | 56.26092 | 64.89394 | 45.86472 | 57.72378 | 8.406831 | 14.1425 | 2.771311 | 6.806529 | 1.300959 | -11.85907 | 12.08982 | 8.933731 | 0.54554 | Torso Front Bottom Half | Torso Front | 2.95785 | 92.73303 | 1.984856 | 9.071864 | 10.90383 | 3.307264 | 5.816303 | 2.457912 | 0.229167 | 110 | -117.5328 | 981.8046 | -75.44278 | ViDIR Group, Department of Dermatology, Medical University of Vienna | CC-BY-NC | Benign | Benign | null | null | 99.99999 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0189068 | 0 | IP_8683966 | 50 | male | head/neck | 2.68 | TBP tile: close-up | 3D: white | 23.27107 | 20.6724 | 25.22319 | 24.31341 | 34.31839 | 31.91379 | 47.30518 | 49.62725 | 43.83683 | 52.9853 | 3.584162 | 17.28363 | 0.788281 | 2.59867 | 0.909784 | -9.148469 | 9.377943 | 7.156583 | 0.841901 | Head & Neck | Head & Neck | 1.580563 | 3.228187 | 3.088593 | 2.309533 | 7.870664 | 0.753423 | 2.208059 | 1.985291 | 0.300885 | 75 | 45.02173 | 1,506.801 | -38.198 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.83012 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0190307 | 1 | IP_4890448 | 65 | male | head/neck | 6.1 | TBP tile: close-up | 3D: XP | 36.467641 | 29.423119 | 31.796962 | 30.345482 | 48.383216 | 42.267816 | 41.08591 | 45.884132 | 43.274921 | 50.995427 | 16.38206 | 33.381599 | 1.394804 | 7.044522 | 1.45148 | -7.720506 | 8.032787 | 6.005603 | 0.604848 | Head & Neck | Head & Neck | 4.939606 | 0.1095 | 7.729336 | 4.770095 | 23.385024 | 1.78044 | 1.838077 | 2.77338 | 0.531303 | 65 | -57.239716 | 1,601.575562 | -37.050232 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | IL_3603982 | Malignant::Malignant adnexal epithelial proliferations - Follicular::Basal cell carcinoma::Basal cell carcinoma, Nodular | Malignant | Malignant adnexal epithelial proliferations - Follicular | Basal cell carcinoma | Basal cell carcinoma, Nodular | null | null | 95.272583 | training | 2024 | malignant | 1 | basal cell carcinoma | 0 | null | null | null | null | null | null | null | null | null | ||||||||
ISIC_0190491 | 0 | IP_4409916 | 40 | female | posterior torso | 4.06 | TBP tile: close-up | 3D: white | 22.612254 | 20.178577 | 26.464392 | 27.312083 | 34.809167 | 33.957693 | 49.488076 | 53.542455 | 49.279329 | 57.132553 | 9.288797 | 30.229548 | 1.393077 | 2.433676 | -0.847691 | -7.853224 | 8.045078 | 5.796926 | 0.474258 | Torso Back Top Third | Torso Back | 3.170097 | 18.047784 | 6.538988 | 4.659647 | 16.756973 | 1.709823 | 2.296573 | 2.698768 | 0.448161 | 40 | 87.625793 | 1,470.22522 | 76.337952 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.942732 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0190588 | 0 | IP_5231513 | 30 | female | lower extremity | 6.7 | TBP tile: close-up | 3D: XP | 16.866917 | 11.572354 | 20.269284 | 21.34555 | 26.369239 | 24.280689 | 50.234746 | 61.535947 | 28.978473 | 51.632241 | 20.491649 | 16.823122 | 3.649161 | 5.294563 | -1.076265 | -22.653768 | 23.091528 | 18.613396 | 0.806238 | Right Leg - Upper | Right Leg | 3.917523 | 89.510471 | 1.982345 | 10 | 18.567001 | 3.559723 | 10.116267 | 3.03968 | 0.162872 | 50 | 126.184265 | 546.990723 | 143.135193 | University Hospital of Basel | CC-BY-NC | Benign | Benign | null | null | 99.999571 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0195136 | 0 | IP_3713422 | 50 | male | lower extremity | 8.78 | TBP tile: close-up | 3D: white | 18.721216 | 13.074283 | 21.134976 | 23.383717 | 28.234219 | 26.790578 | 48.465698 | 60.789611 | 52.419724 | 68.274033 | 52.092325 | 16.597765 | 2.384592 | 5.646934 | -2.248741 | -15.854309 | 16.235198 | 10.54873 | 0.482216 | Left Leg - Lower | Left Leg | 7.572252 | 78.229922 | 1.520139 | 8.503661 | 29.404357 | 3.288034 | 4.90346 | 2.587372 | 0.106019 | 55 | -266.066376 | 119.70459 | 129.787964 | Memorial Sloan Kettering Cancer Center | CC-BY | IL_9039913 | Benign | Benign | null | null | 96.140891 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||
ISIC_0197356 | 0 | IP_7227995 | 40 | male | posterior torso | 2.51 | TBP tile: close-up | 3D: XP | 23.24978 | 16.07469 | 43.55678 | 36.46688 | 49.37353 | 39.85259 | 61.90755 | 66.212 | 66.23052 | 74.6412 | 2.570839 | 16.2707 | 0.207279 | 7.175093 | 7.0899 | -8.410682 | 11.092 | 6.730997 | 0.843936 | Torso Back Top Third | Torso Back | 1.329761 | 5.146476 | 3.144339 | 0.472251 | 6.467562 | 0.109741 | 1.614993 | 1.784469 | 0.333333 | 105 | -91.5101 | 1,246.912 | 133.6735 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.99998 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0197612 | 0 | IP_4687295 | 40 | female | upper extremity | 2.61 | TBP tile: close-up | 3D: white | 18.140038 | 14.124581 | 31.840101 | 28.310969 | 36.644959 | 31.638817 | 60.32884 | 63.485004 | 60.75844 | 68.172419 | 2.608369 | 26.145276 | 0 | 4.015457 | 3.529132 | -7.413979 | 8.439204 | 5.423619 | 0.805763 | Right Arm - Upper | Right Arm | 1.742462 | 0 | 7.474899 | 0 | 8.258119 | 0 | 2.05143 | 2.147718 | 0.686275 | 145 | 199.743591 | 1,362.944946 | 127.707947 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.078321 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0198524 | 0 | IP_1759413 | 40 | male | posterior torso | 5.02 | TBP tile: close-up | 3D: XP | 25.136427 | 14.252242 | 25.740068 | 23.155172 | 35.977647 | 27.189858 | 45.679772 | 58.387284 | 30.789744 | 46.351376 | 10.996435 | 15.404978 | 1.57875 | 10.884185 | 2.584896 | -15.561633 | 15.927899 | 13.80895 | 0.833264 | Torso Back Top Third | Torso Back | 2.815726 | 99.766171 | 1.85583 | 4.561399 | 13.015369 | 1.467004 | 6.023872 | 1.685218 | 0.180685 | 160 | 127.392761 | 1,349.297363 | 173.669189 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0203201 | 0 | IP_8877928 | 65 | female | lower extremity | 2.57 | TBP tile: close-up | 3D: white | 25.23451 | 17.54882 | 24.86086 | 25.00358 | 35.42376 | 30.54734 | 44.57265 | 54.93681 | 56.91714 | 65.90179 | 3.415275 | 15.02003 | 0.919918 | 7.685688 | -0.142718 | -8.984648 | 9.079249 | 6.023009 | 0.793242 | Right Leg - Upper | Right Leg | 1.589833 | 1.718053 | 2.453433 | 2.350287 | 7.162229 | 0.653522 | 2.284446 | 2.183095 | 0.270833 | 125 | 165.029 | 557.2926 | 173.8947 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.99888 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0203822 | 0 | IP_4610483 | 50 | male | upper extremity | 2.71 | TBP tile: close-up | 3D: XP | 19.812399 | 14.037812 | 29.590549 | 26.45298 | 35.610837 | 29.946958 | 56.195651 | 62.046434 | 37.54399 | 46.69324 | 6.023644 | 14.235162 | 0.886577 | 5.774587 | 3.137569 | -9.14925 | 9.720007 | 8.446797 | 0.369157 | Right Arm - Upper | Right Arm | 2.518462 | 95.449978 | 1.950305 | 2.281757 | 9.259997 | 0.640734 | 2.943651 | 1.917829 | 0.222222 | 130 | 280.811401 | 1,460.136719 | 12.815491 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0207812 | 0 | IP_0669361 | 70 | male | posterior torso | 5.09 | TBP tile: close-up | 3D: XP | 29.679488 | 27.796257 | 30.908658 | 31.884423 | 42.851104 | 42.299508 | 46.162217 | 48.918676 | 30.216242 | 40.983086 | 12.385063 | 20.211616 | 2.274356 | 1.883231 | -0.975765 | -10.766844 | 11.14374 | 9.58495 | 0.717317 | Torso Back Top Third | Torso Back | 3.482584 | 13.520947 | 4.277119 | 5.858468 | 15.821572 | 1.646977 | 5.024881 | 2.356179 | 0.389294 | 100 | -18.013498 | 1,437.605347 | 160.574036 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | Benign | Benign | null | null | 99.512035 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0210417 | 0 | IP_3720880 | 60 | male | lower extremity | 2.74 | TBP tile: close-up | 3D: XP | 18.270156 | 9.9314 | 30.089525 | 28.19144 | 35.201962 | 29.88963 | 58.734159 | 70.593441 | 46.858114 | 61.915883 | 5.066617 | 14.866293 | 0.787718 | 8.338756 | 1.898085 | -15.057769 | 15.315516 | 10.964236 | 0.550085 | Left Leg - Lower | Left Leg | 2.191781 | 98.618174 | 2.076161 | 2.367343 | 8.678814 | 0.791795 | 5.10226 | 2.373782 | 0.223684 | 90 | -222.892792 | 442.83255 | 145.22876 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | |||||||||||||
ISIC_0211092 | 1 | IP_2203964 | 65 | male | posterior torso | 2.52 | TBP tile: close-up | 3D: white | 18.73559 | 15.644417 | 22.391089 | 24.595729 | 29.195602 | 29.149574 | 50.079323 | 57.541096 | 30.879498 | 38.828701 | 3.978232 | 14.943015 | 0.624906 | 3.091173 | -2.20464 | -7.949203 | 8.338908 | 8.333859 | 0.587364 | Torso Back Top Third | Torso Back | 2.034143 | 77.868634 | 2.132171 | 1.958223 | 7.710174 | 0.680611 | 2.460653 | 1.549486 | 0.229358 | 25 | -159.27832 | 1,388.832764 | -82.282639 | Frazer Institute, The University of Queensland, Dermatology Research Centre | CC-BY | IL_4594949 | Malignant::Malignant adnexal epithelial proliferations - Follicular::Basal cell carcinoma::Basal cell carcinoma, Nodular | Malignant | Malignant adnexal epithelial proliferations - Follicular | Basal cell carcinoma | Basal cell carcinoma, Nodular | null | null | 99.999869 | training | 2024 | malignant | 1 | basal cell carcinoma | 0 | null | null | null | null | null | null | null | null | null | ||||||||
ISIC_0212523 | 0 | IP_1195596 | 30 | male | 4.9 | TBP tile: close-up | 3D: white | 24.354003 | 14.950104 | 17.72547 | 19.12411 | 30.121583 | 24.274208 | 36.048092 | 51.983796 | 47.699375 | 59.506972 | 19.253143 | 17.1031 | 1.386341 | 9.403899 | -1.39864 | -11.807597 | 12.010579 | 8.662045 | 0.260613 | Unknown | Unknown | 4.86139 | 78.948957 | 1.823545 | 3.932412 | 18.146306 | 1.240397 | 3.008213 | 3.114386 | 0.134545 | 35 | 6.40448 | 1,251.903564 | -60.442505 | Memorial Sloan Kettering Cancer Center | CC-BY | Benign | Benign | null | null | 99.964845 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null | ||||||||||||||
ISIC_0213014 | 0 | IP_0658218 | 75 | male | anterior torso | 3.7 | TBP tile: close-up | 3D: XP | 21.203772 | 10.439751 | 18.835413 | 26.459792 | 28.361465 | 28.444841 | 41.614839 | 68.468212 | 31.204992 | 49.070237 | 8.669544 | 13.512828 | 2.410435 | 10.764021 | -7.62438 | -17.865246 | 19.63884 | 16.633977 | 0.568072 | Torso Front Top Half | Torso Front | 2.876712 | 0.070106 | 1.038366 | 6.427385 | 10.823588 | 1.888437 | 7.59278 | 2.154651 | 0.116883 | 170 | 180.003967 | 1,403.167969 | -20.233032 | Department of Dermatology, Hospital Clínic de Barcelona | CC-BY-NC | Benign | Benign | null | null | 100 | training | 2024 | benign | 0 | 0 | null | null | null | null | null | null | null | null | null |
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