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 |
End of preview. Expand
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