image
imagewidth (px)
41
269
isic_id
stringlengths
12
12
target
int64
0
1
patient_id
stringlengths
10
10
age_approx
float64
5
85
sex
stringclasses
2 values
anatom_site_general
stringclasses
5 values
clin_size_long_diam_mm
float64
1
28.4
image_type
stringclasses
1 value
tbp_tile_type
stringclasses
2 values
tbp_lv_A
float64
-2.49
48.2
tbp_lv_Aext
float64
-9.08
37
tbp_lv_B
float64
-0.73
54.3
tbp_lv_Bext
float64
9.24
48.4
tbp_lv_C
float64
3.05
58.8
tbp_lv_Cext
float64
11.8
54.3
tbp_lv_H
float64
-1.57
106
tbp_lv_Hext
float64
28.4
131
tbp_lv_L
float64
4.22
87.5
tbp_lv_Lext
float64
17.7
98.6
tbp_lv_areaMM2
float64
0.43
334
tbp_lv_area_perim_ratio
float64
10.8
87.2
tbp_lv_color_std_mean
float64
0
9.95
tbp_lv_deltaA
float64
-13.82
32.1
tbp_lv_deltaB
float64
-18.09
12.6
tbp_lv_deltaL
float64
-38.76
-1.59
tbp_lv_deltaLB
float64
2.95
39.2
tbp_lv_deltaLBnorm
float64
3
30.5
tbp_lv_eccentricity
float64
0.03
0.97
tbp_lv_location
stringclasses
21 values
tbp_lv_location_simple
stringclasses
8 values
tbp_lv_minorAxisMM
float64
0.27
18.4
tbp_lv_nevi_confidence
float64
0
100
tbp_lv_norm_border
float64
0.59
10
tbp_lv_norm_color
float64
0
10
tbp_lv_perimeterMM
float64
2.58
102
tbp_lv_radial_color_std_max
float64
0
11.5
tbp_lv_stdL
float64
0.27
17.6
tbp_lv_stdLExt
float64
0.64
25.5
tbp_lv_symm_2axis
float64
0.05
0.98
tbp_lv_symm_2axis_angle
int64
0
175
tbp_lv_x
float64
-624.87
614
tbp_lv_y
float64
-1,052.13
1.89k
tbp_lv_z
float64
-291.89
319
attribution
stringclasses
7 values
copyright_license
stringclasses
3 values
lesion_id
stringlengths
10
10
iddx_full
stringclasses
52 values
iddx_1
stringclasses
3 values
iddx_2
stringclasses
14 values
iddx_3
stringclasses
25 values
iddx_4
stringclasses
26 values
iddx_5
stringclasses
1 value
mel_mitotic_index
stringclasses
7 values
mel_thick_mm
float64
0.2
5
tbp_lv_dnn_lesion_confidence
float64
0
100
ISIC_0015670
0
IP_1235828
60
male
lower extremity
3.04
TBP tile: close-up
3D: white
20.244422
16.261975
26.922447
23.954773
33.684638
28.953117
53.058545
55.828924
54.367448
62.025701
3.152561
27.47617
0
3.982447
2.967674
-7.658253
8.360566
5.784302
0.901302
Right Leg - Upper
Right Leg
1.543016
0.002629
7.09136
0
9.307003
0
2.036195
2.63778
0.590476
85
-182.703552
613.493652
-42.427948
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
97.517282
ISIC_0015845
0
IP_8170065
60
male
head/neck
1.1
TBP tile: close-up
3D: white
31.71257
25.36474
26.331
24.54929
41.21903
35.29926
39.70291
44.06404
48.86152
55.36236
0.919497
12.23529
0
6.34783
1.781713
-6.500838
6.839008
4.987244
0.639885
Head & Neck
Head & Neck
0.821918
0
2.116402
0
3.354148
0
0.853227
3.912844
0.285714
55
-0.078308
1,575.687
57.1745
Memorial Sloan Kettering Cancer Center
CC-BY
IL_6727506
Benign
Benign
null
null
null
null
null
null
3.141455
ISIC_0015864
0
IP_6724798
60
male
posterior torso
3.4
TBP tile: close-up
3D: XP
22.57583
17.12817
37.97046
33.48541
44.17492
37.6118
59.26585
62.90973
53.96118
61.67052
3.265153
24.18462
0
5.447655
4.485044
-7.709336
9.092376
6.290359
0.932147
Torso Back Top Third
Torso Back
1.194905
0.000296
4.798335
0
8.886309
0
1.743651
1.950777
0.361905
105
123.6497
1,472.01
232.9089
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.80404
ISIC_0015902
0
IP_4111386
65
male
anterior torso
3.22
TBP tile: close-up
3D: XP
14.242329
12.164757
21.448144
21.121356
25.7462
24.374023
56.414429
60.060388
18.649518
23.314841
6.07994
14.889242
0.51452
2.077572
0.326788
-4.665323
4.783413
6.400196
0.654458
Torso Front Top Half
Torso Front
2.481328
21.989453
1.975874
1.771705
9.514499
0.66469
1.258541
1.573733
0.209581
130
-141.02478
1,442.185791
58.359802
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.989998
ISIC_0024200
0
IP_8313778
55
male
anterior torso
2.73
TBP tile: close-up
3D: white
24.72552
20.05747
26.4649
25.71046
36.21798
32.60874
46.94607
52.04118
46.27631
54.85574
2.101708
19.90256
0
4.668053
0.754434
-8.579431
9.148495
6.531302
0.946448
Torso Front Top Half
Torso Front
0.929916
0.001379
3.658854
0
6.467562
0
2.085409
2.480509
0.313433
20
-72.31564
1,488.72
21.42896
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
70.44251
ISIC_0035502
0
IP_3026693
75
female
head/neck
2.54
TBP tile: close-up
3D: white
22.129183
19.911424
24.106614
23.649642
32.723533
30.915536
47.448956
49.904853
38.81417
43.913206
2.964909
20.893506
0
2.217759
0.456972
-5.099036
5.292604
4.518609
0.810116
Head & Neck
Head & Neck
1.728243
0.075289
5.361201
0
7.870664
0
0.773993
2.790337
0.518868
55
-11.959961
1,436.027466
101.334656
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.619603
ISIC_0051648
0
IP_0218255
65
male
upper extremity
3.74
TBP tile: close-up
3D: XP
14.319188
10.056135
26.685263
23.347028
30.284359
25.420653
61.782199
66.697276
29.796288
35.81781
5.423156
22.517285
0.486497
4.263053
3.338234
-6.021522
6.985979
7.34669
0.864357
Right Arm - Upper
Right Arm
2.02165
0.487033
4.83624
1.258199
11.050554
0.355596
1.160258
2.413412
0.408046
55
-286.593933
1,494.980957
33.07782
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.918133
ISIC_0051665
0
IP_7734648
50
male
posterior torso
4.31
TBP tile: close-up
3D: XP
20.10261
16.00481
24.82563
24.22086
31.94412
29.03109
51.00111
56.54382
27.65838
32.32557
9.87052
23.34433
0.839944
4.0978
0.604776
-4.667194
4.855003
5.176521
0.647081
Torso Back Top Third
Torso Back
3.273682
7.18589
3.949403
2.757602
15.17961
0.996965
1.202774
1.753673
0.267974
35
-80.92709
1,535.127
161.4908
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.97239
ISIC_0051710
0
IP_1307115
50
male
anterior torso
3.17
TBP tile: close-up
3D: white
14.166805
11.129703
27.743635
23.591904
31.151367
26.085403
62.949661
64.743962
58.978235
64.926252
5.929818
16.75762
0.871347
3.037102
4.151731
-5.948017
7.441805
5.005902
0.579316
Torso Front Top Half
Torso Front
2.50812
0.003871
3.344054
3.049974
9.968432
1.158099
1.597219
2.05416
0.348315
135
-97.715126
1,089.935547
-165.714783
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.818963
ISIC_0051758
0
IP_2180091
60
female
upper extremity
3.97
TBP tile: close-up
3D: XP
16.25149
12.224408
25.618393
23.713106
30.338308
26.678597
57.610263
62.728319
26.209475
32.926459
8.406831
15.910308
0.610791
4.027082
1.905287
-6.716984
7.075144
7.733793
0.769454
Right Arm - Upper
Right Arm
2.60274
79.632616
1.935736
1.90155
11.565261
0.657096
1.217888
1.765248
0.179039
100
207.517273
1,269.959473
64.837952
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99969
ISIC_0051812
0
IP_7792811
60
female
lower extremity
4.25
TBP tile: close-up
3D: XP
19.80819
14.86749
30.426
29.2739
36.30573
32.83296
56.93473
63.0751
43.2033
52.89545
9.945581
20.95947
1.613667
4.940699
1.152102
-9.692149
9.836962
7.781181
0.741024
Left Leg - Upper
Left Leg
3.109699
69.74771
3.754508
5.776974
14.43794
2.228904
3.201712
1.992669
0.300341
165
-147.5017
706.8179
101.2655
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99996
ISIC_0051822
0
IP_4934005
60
male
posterior torso
3.37
TBP tile: close-up
3D: white
20.004214
16.714852
27.767728
26.298834
34.223023
31.161113
54.230556
57.561027
50.382644
57.842985
5.798461
25.641329
0.510418
3.289362
1.468893
-7.460341
7.715473
5.653316
0.623825
Torso Back Top Third
Torso Back
2.823068
0.001402
6.401221
1.766563
12.193451
0.66527
1.271527
3.079373
0.542453
140
-38.842369
1,424.795654
231.192871
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
56.3124
ISIC_0051896
0
IP_7438238
70
male
anterior torso
4
TBP tile: close-up
3D: XP
22.16881
18.87471
31.36237
28.75606
38.40643
34.39717
54.74503
56.72017
40.9679
46.09486
9.832989
17.52944
0.900724
3.294098
2.606311
-5.126959
5.923538
4.947245
0.531349
Torso Front Bottom Half
Torso Front
3.483167
0.111214
3.126836
2.846256
13.12885
0.99654
1.527705
1.551853
0.3
75
328.5996
1,189.842
-103.5305
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99617
ISIC_0051897
0
IP_5516884
60
male
upper extremity
4.6
TBP tile: close-up
3D: XP
16.48989
13.83021
32.37504
31.82854
36.33263
34.70347
63.00845
66.51399
42.6462
50.97471
6.192531
22.76219
1.294259
2.659686
0.546503
-8.32851
8.674083
6.858771
0.904937
Left Arm - Upper
Left Arm
2.171911
3.94796
3.610603
3.192097
11.87247
0.844473
2.074147
2.980136
0.236559
110
282.2696
1,261.653
152.9075
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
90.98784
ISIC_0051958
0
IP_9726832
85
male
posterior torso
3.56
TBP tile: close-up
3D: XP
12.91218
10.23901
26.99213
26.70327
29.92155
28.59899
64.43503
69.02135
30.85833
36.54112
7.036968
16.6478
0.986613
2.673165
0.28885
-5.682785
5.863815
5.961945
0.733932
Torso Back Top Third
Torso Back
2.618573
0.014361
2.406819
3.01933
10.82359
1.027217
1.560966
2.176099
0.22449
20
-23.97464
1,213.993
187.0327
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
84.3925
ISIC_0051983
0
IP_5579051
55
female
anterior torso
2.9
TBP tile: close-up
3D: XP
16.77504
10.52024
31.63102
26.83974
35.80396
28.82789
62.06141
68.59656
43.63541
53.10534
6.136236
14.60723
1.330712
6.254808
4.791276
-9.469926
10.70005
8.571995
0.509182
Torso Front Top Half
Torso Front
2.578277
96.98343
1.722789
3.547253
9.467493
1.041837
3.323607
1.700185
0.182353
40
109.2332
1,233.615
-40.70795
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0052003
0
IP_7977194
65
male
upper extremity
2.82
TBP tile: close-up
3D: XP
30.6983
19.66395
28.2797
29.68606
41.7388
35.60805
42.6517
56.47964
57.65166
67.14658
4.559955
14.66629
1.425933
11.03435
-1.406364
-9.494915
9.95075
6.304648
0.639734
Right Arm - Upper
Right Arm
2.165943
0.02729
2.326578
3.976931
8.177875
1.231463
2.409766
2.418324
0.262411
170
324.5905
1,427.573
-23.505
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99939
ISIC_0052004
0
IP_2608033
50
male
lower extremity
3.3
TBP tile: close-up
3D: XP
22.49937
16.902672
29.377209
29.029697
37.003271
33.592018
52.552276
59.789704
37.930854
51.202933
5.648339
16.364655
1.313525
5.596699
0.347512
-13.272079
13.36568
10.722789
0.750015
Right Leg - Upper
Right Leg
2.192788
98.304522
2.322887
3.410282
9.614215
0.968729
6.055231
2.615829
0.220126
165
206.731262
744.226074
-9.114624
Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999821
ISIC_0052026
0
IP_6422845
70
male
lower extremity
2.52
TBP tile: close-up
3D: white
19.4104
13.54244
25.05215
22.25796
31.69186
26.05407
52.23149
58.68235
60.13607
70.02414
3.227622
17.13245
0.56545
5.867955
2.794192
-9.888063
10.34517
6.641414
0.801185
Right Leg
Right Leg
1.646687
2.693015
4.006865
1.432466
7.436202
0.393723
2.320389
2.850419
0.428571
150
-278.6346
243.7309
26.31647
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
95.83353
ISIC_0052042
0
IP_6725180
55
female
anterior torso
2.84
TBP tile: close-up
3D: white
18.31406
14.92811
27.68457
26.93259
33.19398
30.79307
56.51433
61.00142
51.15448
58.82705
5.423156
17.04416
1.147059
3.385953
0.751978
-7.672571
7.992576
5.68572
0.474805
Torso Front Top Half
Torso Front
2.419775
1.667745
2.939311
3.530993
9.614215
1.20778
1.881537
1.819836
0.286624
35
134.8346
1,249.434
68.71265
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99708
ISIC_0052068
0
IP_7424727
50
male
posterior torso
3.88
TBP tile: close-up
3D: XP
24.43579
15.04548
40.76574
36.34
47.52845
39.33144
59.0607
67.50947
51.42505
65.84814
8.3693
14.80347
2.06736
9.390307
4.425745
-14.42309
15.25402
10.19967
0.753766
Torso Back Middle Third
Torso Back
2.633787
99.41373
2.112671
6.18557
11.1308
2.060061
5.22815
2.264992
0.230159
130
-49.04086
1,208.955
140.5942
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0052094
0
IP_9179679
70
male
head/neck
3.95
TBP tile: close-up
3D: XP
19.48332
17.52216
24.20181
23.30301
31.06972
29.15572
51.1647
53.05951
26.27654
30.2787
7.918934
39.25696
0.479868
1.961163
0.898807
-4.002157
4.229319
4.6161
0.471671
Head & Neck
Head & Neck
3.563585
0.325376
9.187762
1.307422
17.6316
0.394182
0.904622
1.685955
0.58363
105
90.2583
1,692.21
-53.84058
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.75158
ISIC_0052109
0
IP_3927284
55
male
posterior torso
16.7
TBP tile: close-up
3D: white
18.359895
14.198394
19.516538
24.050385
26.795167
27.928756
46.749114
59.444082
35.563884
59.361768
76.693564
22.209241
3.176008
4.161501
-4.533847
-23.797883
24.427635
17.753066
0.936266
Torso Back Middle Third
Torso Back
6.123433
11.227947
2.6387
8.638285
41.271126
2.599147
6.778774
3.004316
0.118957
105
159.915527
1,119.337891
132.39743
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
95.072901
ISIC_0052122
0
IP_1117889
55
female
anterior torso
2.6
TBP tile: close-up
3D: XP
23.082697
14.602489
25.371468
25.171157
34.300471
29.100169
47.704401
59.880787
30.869906
39.245977
5.310565
16.544781
1.029624
8.480209
0.200311
-8.376071
8.480415
8.157621
0.371562
Torso Front Top Half
Torso Front
2.465753
0.062581
2.540215
3.888507
9.37348
1.55465
2.554606
2.159096
0.245033
5
-17.514868
1,117.232422
-54.200317
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999821
ISIC_0052164
0
IP_6356898
60
male
upper extremity
3.49
TBP tile: close-up
3D: XP
19.14376
15.65793
25.27081
25.45193
31.70327
29.88262
52.85445
58.40033
21.0568
26.94648
6.492775
17.93249
1.13477
3.485834
-0.18112
-5.889679
6.099334
7.178071
0.723804
Left Arm - Upper
Left Arm
2.585262
69.04716
2.923453
3.119465
10.79035
0.950291
2.065971
1.847328
0.262626
80
-442.2213
1,258.09
83.70868
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99043
ISIC_0052205
0
IP_4923309
70
male
upper extremity
3.3
TBP tile: close-up
3D: XP
19.023476
16.086602
30.235753
29.14481
35.72245
33.289619
57.823065
61.103311
33.930555
38.380235
3.377744
23.729557
0.14075
2.936874
1.090943
-4.44968
4.709946
4.586551
0.916799
Right Arm - Lower
Right Arm
1.452959
0.000105
6.60789
0.413541
8.952786
0.13529
0.911477
1.414241
0.617391
140
406.645996
1,168.79248
-20.480286
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.408311
ISIC_0052213
0
IP_1836571
65
male
posterior torso
4.25
TBP tile: close-up
3D: white
19.785425
14.817292
28.758083
28.916034
34.906881
32.491371
55.472212
62.868275
55.879389
69.422233
7.374742
16.400927
1.739398
4.968133
-0.157952
-13.542844
13.807771
8.80013
0.862139
Torso Back Middle Third
Torso Back
2.054795
91.091818
1.910429
5.47379
10.997845
1.909609
4.452374
2.566947
0.163551
85
-194.05835
1,232.585083
88.666199
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.980003
ISIC_0052220
0
IP_8128046
55
male
posterior torso
3.69
TBP tile: close-up
3D: XP
23.66354
18.11407
30.17639
28.51584
38.34811
33.78272
51.89737
57.57514
33.77708
41.35029
9.795459
22.43819
0.717327
5.549478
1.660547
-7.573212
7.895456
7.212246
0.204014
Torso Back Top Third
Torso Back
3.433321
79.2695
4.41639
2.263208
14.8254
0.79133
1.595762
1.932435
0.353312
0
-120.5208
1,546.752
113.1157
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99987
ISIC_0052231
0
IP_7404721
75
male
anterior torso
3.3
TBP tile: close-up
3D: XP
14.05176
10.99367
25.83806
23.71304
29.41186
26.1375
61.4609
65.12695
44.12691
49.99138
2.908613
23.63553
0
3.058085
2.125021
-5.864472
6.480913
5.253304
0.945784
Torso Front Top Half
Torso Front
1.193578
0.215788
5.192087
0
8.291358
0
1.586514
2.579669
0.428571
115
-68.91751
1,147.62
-97.13159
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
52.05871
ISIC_0052241
0
IP_3880252
75
male
lower extremity
4.07
TBP tile: close-up
3D: XP
15.800111
10.698026
23.51406
23.217825
28.329393
25.563942
56.101144
65.261272
30.127514
40.343617
7.374742
20.64884
1.27375
5.102085
0.296235
-10.216103
10.489961
10.023959
0.745476
Right Leg - Lower
Right Leg
2.71219
94.147962
4.660394
4.26196
12.340173
1.56431
5.331976
2.37901
0.430279
130
176.602539
322.538239
87.978882
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999785
ISIC_0052259
0
IP_6949284
45
male
anterior torso
2.81
TBP tile: close-up
3D: white
22.50777
15.01896
29.10553
27.04948
36.79309
30.93935
52.28465
60.95921
54.76516
66.0856
4.710077
15.4555
0.888244
7.488812
2.056048
-11.32044
11.64575
7.740809
0.730455
Torso Front Bottom Half
Torso Front
2.005864
93.16785
2.295561
2.633602
8.532092
0.869378
2.655804
3.05015
0.238806
165
-64.39981
1,081.379
-58.74402
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.98653
ISIC_0052270
0
IP_7637042
45
female
lower extremity
3.11
TBP tile: close-up
3D: white
21.62795
14.97053
27.91714
25.55166
35.31479
29.61425
52.23436
59.63428
48.44443
58.9292
5.573278
16.19584
0.866324
6.657419
2.365474
-10.48477
10.82697
7.904052
0.727118
Left Leg - Lower
Left Leg
2.213482
81.14051
2.267983
2.844076
9.500731
1.028189
2.33113
2.527209
0.216868
145
-286.2152
237.2912
71.24567
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99999
ISIC_0052310
0
IP_7259384
45
male
posterior torso
2.77
TBP tile: close-up
3D: XP
21.54081
13.49374
42.45657
35.19085
47.60848
37.68921
63.09854
69.02096
71.5057
83.38013
3.865641
13.87149
1.555732
8.047072
7.265725
-11.87443
14.04434
7.885261
0.795351
Torso Back Top Third
Torso Back
1.643836
96.27185
1.804885
3.171461
7.322718
0.579561
4.351335
1.765863
0.211539
130
176.9725
1,329.578
130.9724
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0052313
0
IP_4177511
65
male
posterior torso
3.15
TBP tile: close-up
3D: XP
14.473369
12.175565
22.695472
23.990586
26.917705
26.903394
57.473504
63.091555
32.942984
37.769336
3.03997
23.313708
0.168864
2.297804
-1.295115
-4.826352
5.082349
4.945364
0.866139
Torso Back Middle Third
Torso Back
1.506849
0.001553
6.563435
0.408347
8.418609
0.104859
0.78297
1.796528
0.621622
80
44.162598
1,175.674438
204.10022
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
50.808245
ISIC_0052328
0
IP_7797815
75
male
anterior torso
3.27
TBP tile: close-up
3D: white
18.14791
16.94405
23.14016
24.79836
29.40771
30.03431
51.89432
55.65627
45.39058
54.25327
4.916495
20.48195
0.983965
1.203859
-1.658201
-8.86269
9.187463
7.001693
0.78739
Torso Front Bottom Half
Torso Front
2.050982
0.003765
4.150261
3.034634
10.03491
1.039777
2.182352
3.331544
0.365517
35
-61.21442
904.9018
-59.25241
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
98.70129
ISIC_0052332
0
IP_3896746
65
male
lower extremity
2.81
TBP tile: close-up
3D: white
18.821641
16.438704
26.899324
27.185217
32.830288
31.768963
55.019254
58.83895
47.676492
53.94077
4.466129
17.048307
0.489581
2.382937
-0.285893
-6.264278
6.484613
4.906297
0.693381
Left Leg - Lower
Left Leg
2.153806
0.011532
3.267496
1.944089
8.72582
0.801477
1.293458
2.658674
0.330827
125
-256.070618
336.52533
128.998596
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
85.290283
ISIC_0052355
0
IP_0909149
50
female
anterior torso
4.8
TBP tile: close-up
3D: XP
21.429055
12.359445
29.792307
29.252558
36.698582
31.756386
54.273234
67.095544
52.003228
61.776173
16.626009
14.215056
1.378727
9.069609
0.539749
-9.772946
9.876367
7.055031
0.448686
Torso Front Bottom Half
Torso Front
4.246576
99.612337
1.254779
3.64228
15.373342
1.057855
2.562086
2.301132
0.128821
30
-162.621704
961.312561
-67.892517
Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0052357
0
IP_7797815
75
male
anterior torso
3.81
TBP tile: close-up
3D: white
17.20089
14.28821
24.10194
23.57493
29.61037
27.56684
54.4856
58.78093
41.32986
49.48109
6.511541
23.56465
0.461338
2.912674
0.527008
-8.151228
8.263767
6.83837
0.687937
Torso Front Bottom Half
Torso Front
2.80257
0.010805
5.169549
1.529536
12.38718
0.55735
1.370834
3.882269
0.427273
25
146.6677
787.8099
13.46497
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
95.7371
ISIC_0052367
0
IP_9577633
50
male
lower extremity
3.15
TBP tile: close-up
3D: XP
19.38771
15.79356
28.06599
26.52148
34.11133
30.86788
55.36366
59.22617
32.69012
37.71694
2.589604
26.54715
0
3.594144
1.544503
-5.026822
5.454398
5.267712
0.93554
Right Leg - Upper
Right Leg
1.232877
0
7.438471
0
8.291358
0
0.868702
2.52435
0.660194
175
240.3368
573.3918
47.41742
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.78017
ISIC_0061318
0
IP_0878241
70
male
lower extremity
3.15
TBP tile: close-up
3D: white
19.268552
13.456729
24.982015
20.752251
31.549614
24.733367
52.357108
57.03874
50.512507
64.598096
6.624132
14.423752
0.983092
5.811823
4.229765
-14.085589
14.7747
10.102783
0.524719
Right Leg - Upper
Right Leg
2.60274
93.020403
2.355262
3.53412
9.774704
1.367481
4.604661
2.594449
0.272251
50
170.70459
790.071289
122.382202
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0062556
0
IP_5539318
70
female
anterior torso
3.81
TBP tile: close-up
3D: XP
15.77072
12.92436
25.73383
23.14017
30.18187
26.50484
58.49837
60.81555
36.66515
40.62866
4.334772
29.75908
0
2.846358
2.59366
-3.963512
4.834337
4.58328
0.918203
Torso Front Top Half
Torso Front
1.753425
0.000906
6.464383
0
11.35777
0
0.952392
2.034007
0.449664
50
63.16828
1,135.504
-59.15332
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
93.60341
ISIC_0065755
0
IP_6059757
55
female
anterior torso
8.91
TBP tile: close-up
3D: XP
20.04554
12.76025
34.26882
31.64647
39.70108
34.12218
59.67451
68.04009
45.57013
59.22885
28.52318
18.86539
1.772149
7.285287
2.622353
-13.65872
14.0639
10.291
0.903519
Torso Front Bottom Half
Torso Front
4.016499
8.221246
3.131599
6.407753
23.197
2.489305
4.367711
1.710779
0.267773
55
-112.8973
904.5392
-77.6553
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.64195
ISIC_0067881
0
IP_0753755
55
male
upper extremity
4.4
TBP tile: close-up
3D: XP
21.813505
12.934599
32.372665
28.786749
39.036117
31.559163
56.026933
65.804437
43.578885
55.426016
11.990993
14.550942
1.636263
8.878906
3.585916
-11.84713
12.598694
9.6007
0.650262
Right Arm - Upper
Right Arm
3.287671
99.763918
1.177463
4.550279
13.209097
1.404428
4.313127
1.701848
0.110119
70
336.320374
1,402.123657
147.762268
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0068212
0
IP_5543025
55
male
upper extremity
3.01
TBP tile: close-up
3D: XP
22.26063
20.26185
32.1802
31.16224
39.12929
37.17025
55.32648
56.96787
35.6684
41.5723
3.227622
24.83326
0.182924
1.998787
1.017962
-5.903899
6.136238
5.459756
0.914522
Left Arm - Upper
Left Arm
1.452055
0.008733
5.505713
0.268768
8.952786
0
1.099778
1.646362
0.441441
130
-450.8306
1,384.466
22.78741
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99683
ISIC_0070972
0
IP_3260480
50
male
upper extremity
3
TBP tile: close-up
3D: XP
19.426673
16.833086
24.128734
23.39676
30.977272
28.822927
51.161552
54.266409
26.281785
31.298046
2.852318
22.086671
0
2.593587
0.731974
-5.016261
5.259612
5.636819
0.91021
Left Arm - Upper
Left Arm
1.291768
0.367171
5.932726
0
7.93714
0
1.294135
1.362803
0.566667
120
-369.251587
1,380.985229
54.355225
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.864644
ISIC_0071851
0
IP_1669227
60
male
anterior torso
3.4
TBP tile: close-up
3D: XP
17.287853
10.450145
29.023175
25.766287
33.781867
27.804803
59.219568
67.923788
33.825441
47.291566
8.744605
14.288048
1.628611
6.837707
3.256888
-13.466125
13.993676
12.167123
0.41907
Torso Front Top Half
Torso Front
3.150685
99.818027
1.746561
3.888848
11.177805
0.978945
5.503833
2.080925
0.193416
80
150.654724
1,361.117065
18.744263
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0071852
0
IP_9144368
65
male
anterior torso
3.23
TBP tile: close-up
3D: XP
24.88019
9.363491
21.68469
24.37183
33.00378
26.10864
41.07426
68.98356
38.57724
56.67475
6.886846
13.32905
2.48344
15.5167
-2.687137
-18.09751
18.50128
14.13436
0.614888
Torso Front Bottom Half
Torso Front
2.545542
0.000001
0.705757
7.115397
9.580976
2.268477
9.139633
1.530705
0.076503
60
167.0849
995.8899
-49.68069
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0073261
0
IP_1117889
55
female
anterior torso
6.19
TBP tile: close-up
3D: XP
21.028329
17.198705
33.744833
32.029989
39.760588
36.355407
58.070614
61.766145
45.36007
52.81423
11.446801
24.490242
0.691444
3.829624
1.714844
-7.454159
7.722719
6.024558
0.923398
Torso Front Bottom Half
Torso Front
2.621141
0.001666
4.878574
1.821598
16.743205
0.527227
1.399015
2.791987
0.365217
65
-95.430786
829.196533
-42.930176
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.950111
ISIC_0073270
0
IP_6647281
70
male
anterior torso
3.3
TBP tile: close-up
3D: XP
27.14006
24.52516
29.57146
29.25193
40.13794
38.17275
47.45495
50.02314
41.42593
47.94334
4.203415
17.83888
0.561705
2.614899
0.319531
-6.517418
6.744166
5.338383
0.894519
Torso Front Bottom Half
Torso Front
1.486347
0.078308
3.615333
1.629908
8.659343
0.52653
1.038814
3.420974
0.358333
75
-131.4259
968.6838
-22.76193
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
85.15441
ISIC_0073301
0
IP_2536274
40
female
posterior torso
9.59
TBP tile: close-up
3D: XP
24.237019
14.291773
28.042227
26.965422
37.064802
30.518663
49.163002
62.076246
46.763747
72.098259
31.97598
22.662001
3.947276
9.945246
1.076805
-25.334512
25.594803
15.996656
0.900678
Torso Back Middle Third
Torso Back
4.925942
99.648201
2.910906
9.913684
26.919133
3.215515
11.156617
2.108142
0.144565
105
179.450317
1,042.49585
180.077301
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
IL_3854228
Benign
Benign
null
null
null
null
null
null
99.886191
ISIC_0073316
0
IP_5444929
65
male
posterior torso
3.31
TBP tile: close-up
3D: white
20.98079
16.6125
30.94426
30.75109
37.38637
34.95146
55.86199
61.62098
52.80008
60.69734
4.409833
18.83332
0.343322
4.368289
0.193173
-7.897253
8.055612
5.659725
0.864163
Torso Back Top Third
Torso Back
1.733551
31.51919
2.868793
1.433296
9.113276
0.607843
1.285171
3.037387
0.233083
155
95.9794
1,266.791
159.842
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.96486
ISIC_0073364
0
IP_1974761
75
male
lower extremity
3.6
TBP tile: close-up
3D: XP
13.318088
8.128983
19.784302
18.548408
23.84932
20.251514
56.052964
66.334192
33.70622
41.553091
4.447363
21.483479
1.094675
5.189104
1.235894
-7.846871
8.343178
7.677082
0.85946
Left Leg - Lower
Left Leg
1.917808
92.750692
5.536003
2.938535
9.774704
0.870442
3.04821
2.019413
0.52795
90
279.32251
43.687378
29.583191
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.983716
ISIC_0073396
0
IP_2023739
55
female
posterior torso
2.83
TBP tile: close-up
3D: XP
16.684598
11.818454
28.509083
25.572255
33.032463
28.171193
59.662208
65.195543
36.473015
43.864343
3.809345
15.932037
1.82367
4.866144
2.936828
-7.391328
8.0205
7.332132
0.826884
Torso Back Top Third
Torso Back
1.621201
36.733082
2.828778
5.790723
7.790419
2.035983
2.294807
2.291719
0.299065
160
-84.811867
1,194.289551
122.895996
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99727
ISIC_0073412
0
IP_4150126
65
male
lower extremity
2.88
TBP tile: close-up
3D: XP
13.370442
9.886674
25.162872
24.913077
28.49454
26.803129
62.015791
68.354508
34.51964
41.380524
3.640458
18.520302
1.447419
3.483768
0.249795
-6.860884
6.989826
6.731857
0.833195
Left Leg - Upper
Left Leg
1.780822
79.251403
4.216792
3.480426
8.211113
0.885891
3.530337
2.177408
0.422764
80
-80.392952
723.211365
-38.720581
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.929607
ISIC_0073426
0
IP_5585622
50
male
anterior torso
3.42
TBP tile: close-up
3D: XP
18.57959
14.23417
26.05374
24.45974
31.99998
28.30001
54.50636
59.80305
34.39901
39.5673
4.878964
21.02804
0.784253
4.345423
1.593997
-5.168293
5.814388
5.336991
0.770533
Torso Front Top Half
Torso Front
2.054795
1.66893
4.676157
2.369045
10.12892
0.79624
1.385893
2.042137
0.423077
5
-131.5396
1,407.378
27.93829
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.80156
ISIC_0073467
0
IP_9724369
55
male
posterior torso
3.8
TBP tile: close-up
3D: XP
24.91294
21.21762
36.08337
35.4327
43.8482
41.29968
55.37775
59.08621
42.30092
51.99457
8.463126
14.67559
1.227333
3.695324
0.650671
-9.693646
9.841661
7.60168
0.559806
Torso Back Top Third
Torso Back
2.97165
76.91662
2.105708
3.215265
11.14457
0.923983
2.982582
2.063952
0.232365
150
36.38932
1,349.069
110.3096
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0073505
0
IP_1657785
40
female
upper extremity
3.39
TBP tile: close-up
3D: XP
24.559342
18.878499
33.123738
33.84659
41.235219
38.755507
53.445196
60.84868
34.792222
47.747886
7.074498
14.273225
1.688286
5.680844
-0.722852
-12.955664
13.235679
10.911839
0.63637
Right Arm - Upper
Right Arm
2.591476
97.99825
1.933726
4.976845
10.048677
1.633553
5.150719
1.864853
0.219048
15
185.027802
1,398.628784
113.661133
ViDIR Group, Department of Dermatology, Medical University of Vienna
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0073511
0
IP_3371534
null
null
lower extremity
4.17
TBP tile: close-up
3D: XP
26.849594
18.51919
33.674085
31.680483
43.067908
36.696231
51.433349
59.691088
50.285217
61.425521
8.969788
16.053151
1.474012
8.330404
1.993602
-11.140305
11.483294
7.973736
0.762354
Right Leg - Upper
Right Leg
2.756481
96.3395
2.330236
4.179197
11.999723
1.317597
3.17368
2.702977
0.228782
50
180.639832
626.009583
-38.519745
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0073521
0
IP_5714646
40
male
anterior torso
3.97
TBP tile: close-up
3D: XP
16.18403
12.31183
26.78642
25.13401
31.29593
27.98749
58.86014
63.9022
39.21752
45.09616
6.736724
18.81385
0.951524
3.872203
1.652413
-5.878642
6.247595
5.495031
0.823927
Torso Front Top Half
Torso Front
2.328767
0.112293
3.561689
2.850474
11.25805
0.950455
1.549606
1.932728
0.327103
100
-70.21085
1,432.888
20.88574
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.96638
ISIC_0073522
0
IP_9486050
30
male
anterior torso
5.11
TBP tile: close-up
3D: white
21.32425
12.26641
30.4498
26.56097
37.1741
29.25663
54.99613
65.21152
59.81621
69.32735
13.77369
15.1631
1.00415
9.057835
3.888829
-9.511135
10.38899
6.713392
0.747352
Torso Front Top Half
Torso Front
3.409611
99.11494
1.575744
2.902288
14.45171
0.933762
2.019941
1.781991
0.148825
0
44.87112
1,260.25
-45.03857
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99999
ISIC_0073555
0
IP_3371534
null
null
posterior torso
2.76
TBP tile: close-up
3D: XP
24.376506
17.991822
45.1336
40.020591
51.295769
43.878849
61.626667
65.793027
63.771538
73.288365
3.490336
16.885292
0.421776
6.384685
5.113009
-9.516827
10.860265
6.665496
0.839144
Torso Back Top Third
Torso Back
1.561531
9.356687
3.36658
1.670743
7.676936
0.687795
2.363606
2.253624
0.348214
80
93.717445
1,389.841187
110.792175
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999642
ISIC_0073642
0
IP_9588095
45
male
upper extremity
2.56
TBP tile: close-up
3D: XP
18.83533
15.11335
25.67719
24.12334
31.84474
28.46663
53.73835
57.93273
28.4714
33.71058
2.28936
17.19301
0
3.72198
1.553849
-5.239175
5.597728
5.840473
0.91467
Left Arm - Lower
Left Arm
1.082972
1.234149
2.775666
0
6.273834
0
0.771113
1.618317
0.26087
15
-461.0465
1,398.64
-20.11597
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.91602
ISIC_0073665
0
IP_7314066
45
male
lower extremity
2.71
TBP tile: close-up
3D: XP
13.44119
7.733225
25.07299
21.47147
28.44856
22.82163
61.80502
70.19286
39.23184
46.64355
4.18465
14.50315
0.559254
5.707968
3.60152
-7.411711
8.314289
7.39194
0.757305
Left Leg - Lower
Left Leg
1.806385
51.66828
1.775279
1.89513
7.790419
0.702447
1.975307
2.006989
0.192
165
-220.1425
209.046
110.7331
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.99912
ISIC_0073672
0
IP_6187331
55
null
lower extremity
3
TBP tile: close-up
3D: XP
16.71569
11.19143
25.45638
23.97906
30.45392
26.46212
56.70947
64.98074
34.43473
44.78847
5.122912
14.4323
1.093065
5.524259
1.477315
-10.35373
10.66428
9.521469
0.775924
Left Leg - Upper
Left Leg
1.937279
97.20681
1.549515
3.007114
8.598569
0.916869
4.142181
1.929954
0.163265
135
-113.3881
797.6597
-25.39917
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99987
ISIC_0073674
0
IP_6122263
45
male
posterior torso
2.71
TBP tile: close-up
3D: white
13.8591
12.25021
19.46208
23.36956
23.89241
26.38568
54.54503
62.3367
45.77269
58.57932
4.522424
14.90846
0.958438
1.608893
-3.90748
-12.80663
13.57589
9.989011
0.638979
Torso Back Middle Third
Torso Back
2.034143
51.37931
2.115379
2.638455
8.211113
0.805063
3.884852
2.035369
0.227941
50
-49.42569
1,224.674
218.1344
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99969
ISIC_0073694
0
IP_2608498
65
female
lower extremity
2.57
TBP tile: close-up
3D: XP
21.048274
16.642494
26.824295
30.314119
34.09652
34.582054
51.879715
61.233152
60.14613
68.528618
2.477013
20.24798
0
4.40578
-3.489824
-8.382488
9.185833
5.907071
0.841495
Left Leg - Lower
Left Leg
1.426838
0.005848
4.673124
0
7.081984
0
2.081283
3.908457
0.44186
20
-218.9021
395.372742
119.331909
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
85.345399
ISIC_0073697
0
IP_5529572
55
male
anterior torso
3.39
TBP tile: close-up
3D: white
17.53713
13.49268
28.76887
23.8341
33.69271
27.38826
58.63405
60.48544
55.0061
62.36942
8.256709
18.68381
1.187355
4.044448
4.934771
-7.363323
9.005034
6.258672
0.579017
Torso Front Top Half
Torso Front
3.002782
10.44862
3.198338
3.433581
12.42042
1.105288
2.011579
2.84852
0.28125
80
2.61961
1,271.384
-134.0084
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99204
ISIC_0073729
0
IP_3238049
55
male
posterior torso
2.74
TBP tile: close-up
3D: white
21.232563
14.946288
30.857817
27.20434
37.456996
31.039775
55.469022
61.215246
63.537522
75.098801
3.715519
15.999592
0.545445
6.286275
3.653476
-11.561279
12.298719
7.391861
0.803779
Torso Back Middle Third
Torso Back
1.643836
12.211756
2.329495
1.672787
7.710174
0.570224
2.139684
2.972813
0.23
85
162.369812
1,208.84668
63.302246
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999094
ISIC_0073774
0
IP_0669361
70
male
posterior torso
2.79
TBP tile: close-up
3D: XP
24.76596
20.974268
32.60403
30.385177
40.943565
36.921253
52.779764
55.383472
41.975435
48.846033
3.115031
17.59336
0.228361
3.791692
2.218853
-6.870598
7.279241
5.917108
0.833935
Torso Back Middle Third
Torso Back
1.414214
0.560886
4.308442
0.738512
7.402963
0.263712
0.955564
2.442702
0.457944
175
28.432709
1,231.591675
195.28595
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.791878
ISIC_0073777
0
IP_4905048
45
female
lower extremity
6.34
TBP tile: close-up
3D: white
15.277254
13.202986
21.642758
21.950354
26.491573
25.615169
54.782383
58.973381
50.347992
57.97275
23.531619
29.238181
1.016099
2.074268
-0.307596
-7.624759
7.804665
5.701527
0.475515
Right Leg - Upper
Right Leg
5.822572
0.175033
6.356308
3.213095
26.230169
1.125665
2.266559
1.912502
0.447891
155
221.461365
557.989441
21.318115
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.959236
ISIC_0073865
0
IP_6949284
45
male
anterior torso
3.29
TBP tile: close-up
3D: white
17.75452
12.02456
27.22448
24.26904
32.50223
27.08461
56.88951
63.64301
55.08473
63.30199
5.798461
16.47762
1.310779
5.72996
2.955438
-8.217253
8.853452
6.134149
0.71041
Torso Front Top Half
Torso Front
2.191781
50.92991
2.522679
3.901661
9.774704
1.292927
2.259667
2.943064
0.244318
0
-65.43582
1,276.757
-73.54999
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99776
ISIC_0073877
0
IP_3921915
50
male
upper extremity
4.11
TBP tile: close-up
3D: XP
17.195331
13.613074
25.891168
24.61492
31.081055
28.128456
56.410317
61.055583
40.5728
46.404158
4.710077
21.039006
0.479094
3.582257
1.276248
-5.831358
6.038345
5.258186
0.938472
Left Arm - Lower
Left Arm
1.386084
0.716923
3.947981
1.860156
9.954664
0.756635
1.101721
2.364728
0.324503
30
-525.619873
1,101.479492
-75.188721
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
98.044705
ISIC_0073934
0
IP_9472195
55
null
lower extremity
2.6
TBP tile: close-up
3D: XP
18.151
12.67794
34.84293
31.27551
39.28726
33.74741
62.48329
67.93418
58.45834
68.43486
3.903171
14.04085
1.090141
5.473063
3.567418
-9.97652
10.72981
7.015627
0.679139
Right Leg
Right Leg
1.837864
1.962558
1.801368
3.184633
7.402963
1.035849
2.719308
2.790453
0.206897
155
-191.3333
847.4016
103.6414
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99671
ISIC_0073937
0
IP_1127121
65
male
null
3.7
TBP tile: close-up
3D: XP
20.071853
15.510342
33.733257
30.006815
39.253177
33.77839
59.246646
62.665829
54.792271
61.520707
5.348095
20.052823
0.835292
4.561511
3.726443
-6.728436
7.829433
5.456183
0.888885
Unknown
Unknown
1.799718
0
3.817618
2.261903
10.355888
0.677053
1.43896
2.511309
0.331169
40
-268.299316
221.390076
48.944092
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.986982
ISIC_0073944
0
IP_6863831
60
male
lower extremity
4.84
TBP tile: close-up
3D: XP
15.67511
13.97332
28.29324
29.74555
32.34527
32.86414
61.01252
64.83766
43.60937
50.58383
8.275474
28.01652
0.9936
1.701791
-1.452313
-6.974462
7.34403
5.871272
0.878631
Left Leg - Lower
Left Leg
2.509763
1.382348
5.745739
3.40814
15.22662
1.274937
1.273314
2.704004
0.395522
165
-138.8367
457.8862
33.32404
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
98.88206
ISIC_0073975
0
IP_9588095
45
male
lower extremity
2.88
TBP tile: close-up
3D: XP
13.81549
10.24275
20.07646
22.02115
24.37072
24.28672
55.46643
65.05534
38.8986
43.9664
3.565397
17.66934
0.520964
3.572747
-1.944688
-5.067798
5.498769
5.033983
0.870019
Left Leg - Lower
Left Leg
1.506849
0.120852
3.355546
1.374405
7.93714
0.398501
1.217933
1.533729
0.327434
95
-209.3757
65.00583
50.995
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.55361
ISIC_0073989
0
IP_1307115
50
male
upper extremity
6.39
TBP tile: close-up
3D: white
19.600317
16.80814
29.830666
31.199751
35.693711
35.439216
56.69298
61.687465
56.975435
68.329111
28.617001
18.052941
1.52263
2.792177
-1.369085
-11.353676
11.614445
7.462467
0.338695
Left Arm - Upper
Left Arm
5.97784
23.943992
2.187051
4.998895
22.729299
1.807261
2.590515
2.508804
0.160248
10
-405.034302
1,314.600342
65.054626
Memorial Sloan Kettering Cancer Center
CC-BY
IL_9898853
Benign
Benign
null
null
null
null
null
null
99.997449
ISIC_0074075
0
IP_1127121
65
male
null
4.25
TBP tile: close-up
3D: XP
14.882701
12.502935
20.798622
20.757415
25.574938
24.232079
54.413935
58.937937
25.477081
31.354063
5.160443
23.039412
0.691111
2.379766
0.041207
-5.876982
6.0068
6.719118
0.944426
Unknown
Unknown
1.453832
0.072424
3.887214
1.742758
10.903833
0.475954
1.291886
2.172089
0.267081
150
117.587234
595.249756
-7.063232
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
61.468899
ISIC_0074083
0
IP_7797815
75
male
upper extremity
3.3
TBP tile: close-up
3D: white
19.4679
17.66866
24.68523
27.20378
31.43819
32.43805
51.73908
56.99657
40.11482
47.69519
3.377744
24.58794
0.365419
1.799241
-2.518547
-7.580372
8.144041
6.747543
0.906754
Right Arm - Upper
Right Arm
1.519167
0.001059
5.277486
0.641448
9.113276
0.068411
1.275597
3.264293
0.416667
60
298.1463
1,364.026
96.82788
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
70.57036
ISIC_0074118
0
IP_1117889
55
female
lower extremity
7.23
TBP tile: close-up
3D: XP
20.048064
15.532614
31.163231
29.536336
37.054984
33.371504
57.245838
62.260946
43.094263
53.082477
20.960781
31.731847
1.553494
4.515449
1.626895
-9.988214
10.224419
8.01282
0.807251
Right Leg - Upper
Right Leg
5.057535
0.065132
7.360486
5.851379
25.790004
2.335451
3.397453
3.17519
0.522099
35
205.18634
653.518555
131.890717
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.654669
ISIC_0074139
0
IP_4565930
55
female
lower extremity
3.9
TBP tile: close-up
3D: XP
21.829786
14.327454
32.377194
30.025334
39.048973
33.268553
56.010835
64.490512
47.195854
58.48526
9.044849
14.993927
1.584977
7.502332
2.35186
-11.289406
11.633795
8.560328
0.534271
Left Leg - Lower
Left Leg
3.107817
99.409372
1.667115
4.349155
11.645506
1.322125
3.747746
1.82327
0.165323
160
-231.949463
351.598267
132.400818
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0074209
0
IP_6598006
75
male
posterior torso
3.59
TBP tile: close-up
3D: XP
23.36549
19.28607
28.23823
28.63287
36.65165
34.52237
50.39422
56.03721
49.54966
55.97417
4.334772
20.67777
0.635642
4.079419
-0.394642
-6.424511
6.634079
4.817727
0.847799
Torso Back Middle Third
Torso Back
1.755203
0.005412
4.850444
1.715941
9.467493
0.511739
1.456424
2.184818
0.455224
110
144.59
1,093.264
146.4802
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
56.75312
ISIC_0074226
0
IP_8494850
65
male
posterior torso
2.88
TBP tile: close-up
3D: white
25.24586
23.53912
29.5687
28.35393
38.88009
36.85153
49.50919
50.30092
45.43065
51.22371
3.358979
23.08641
0.556441
1.706737
1.214772
-5.793061
6.150151
4.643199
0.877426
Torso Back Top Third
Torso Back
1.506849
0.003708
5.495558
1.578694
8.806065
0.498077
1.32665
2.385691
0.483051
90
150.3579
1,562.851
100.8555
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.78043
ISIC_0074298
0
IP_4495069
65
male
anterior torso
7.52
TBP tile: close-up
3D: white
17.28771
13.296369
22.98012
24.714235
28.756752
28.063977
53.046229
61.71955
50.130476
61.32723
13.079377
32.631296
3.848465
3.991341
-1.734115
-11.196754
11.52648
8.136687
0.922974
Torso Front Top Half
Torso Front
3.506547
0.007752
8.657012
10
20.659066
3.560285
4.68182
3.536402
0.689655
175
-115.097473
1,077.975586
-64.710632
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
52.617377
ISIC_0074366
0
IP_5231513
30
female
anterior torso
4.5
TBP tile: close-up
3D: XP
22.32355
13.74825
30.11464
29.58019
37.48643
32.61904
53.45099
65.07199
46.11251
64.31116
12.61025
16.53054
3.40341
8.575302
0.534451
-18.19866
18.4648
12.57767
0.611441
Torso Front Bottom Half
Torso Front
3.571357
99.00668
1.80111
10
14.43794
3.78053
8.413702
1.994629
0.145604
10
51.40149
969.1318
-50.13272
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
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
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0074413
0
IP_0889220
40
male
lower extremity
2.5
TBP tile: close-up
3D: XP
21.129645
14.254597
23.533713
22.897965
31.62748
26.972399
48.081053
58.096629
50.165341
58.453458
3.696754
14.505215
0.675779
6.875048
0.635748
-8.288117
8.378695
6.151571
0.699894
Left Leg - Upper
Left Leg
1.776602
33.582026
1.955034
2.16916
7.322718
0.769734
2.170066
2.322625
0.216216
145
-172.359558
726.790771
-43.496521
Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.997139
ISIC_0074437
0
IP_2491677
70
male
posterior torso
3.4
TBP tile: close-up
3D: XP
19.656933
15.555577
27.520026
26.195811
33.819326
30.466318
54.462636
59.297344
29.090697
35.822841
6.323888
14.963595
1.077816
4.101356
1.324214
-6.732144
6.955998
7.046543
0.72023
Torso Back Top Third
Torso Back
2.453054
47.589055
2.679217
3.158241
9.727698
1.030428
1.587623
2.092878
0.302703
170
-72.98391
1,440.368286
173.591919
Department of Dermatology, University of Athens, Andreas Syggros Hospital of Skin and Venereal Diseases, Alexander Stratigos, Konstantinos Liopyris
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999392
ISIC_0074443
0
IP_1999627
80
male
lower extremity
3.71
TBP tile: close-up
3D: white
19.265496
15.432429
25.349805
24.654854
31.839786
29.086452
52.765675
57.955954
45.192963
51.636511
5.047851
34.914035
0.563343
3.833067
0.694951
-6.443548
6.670728
5.217654
0.850525
Left Leg - Upper
Left Leg
2.107558
0.008386
7.148645
1.279426
13.275574
0.295599
1.680786
2.668111
0.415205
130
-176.791809
633.300903
21.577454
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
58.068323
ISIC_0074460
0
IP_7152379
55
male
posterior torso
3.83
TBP tile: close-up
3D: white
23.851
18.03919
30.53586
26.65726
38.74673
32.1873
52.00726
55.91347
59.567
69.32338
6.323888
18.02617
1.347715
5.811813
3.878595
-9.75638
10.5728
6.752275
0.858161
Torso Back Top Third
Torso Back
1.981796
49.49993
3.035963
3.777206
10.67687
1.175969
2.716646
2.082343
0.27551
105
-30.82781
1,306.73
124.2245
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99987
ISIC_0074505
0
IP_5001333
60
male
posterior torso
3.4
TBP tile: close-up
3D: XP
15.073842
9.890995
21.776784
22.125129
26.484883
24.235369
55.309104
65.913065
36.611861
42.029095
5.404391
17.034132
0.483677
5.182847
-0.348345
-5.417234
5.532787
5.289903
0.796479
Torso Back Middle Third
Torso Back
2.013367
89.742714
2.666194
1.71687
9.594744
0.658462
0.655802
2.086897
0.25
160
-94.050079
1,162.462158
146.338318
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.965298
ISIC_0074538
0
IP_8227918
40
female
lower extremity
2.79
TBP tile: close-up
3D: XP
27.85306
19.98138
34.12567
29.4793
44.04945
35.61299
50.77899
55.87017
54.06358
65.1718
5.066617
14.52664
1.131184
7.871679
4.64636
-11.10821
12.15695
8.087231
0.56294
Left Leg - Lower
Left Leg
2.319602
93.60391
2.183107
3.449569
8.579098
1.169759
2.979222
2.029381
0.246479
60
-250.0508
441.6569
74.19806
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0074553
0
IP_6259292
35
female
lower extremity
5.23
TBP tile: close-up
3D: XP
21.7346
14.5598
25.32814
26.53794
33.37525
30.26962
49.36642
61.24902
47.79815
56.81373
15.34997
23.80338
1.954146
7.174796
-1.209803
-9.015583
9.240951
6.886341
0.517285
Right Leg - Lower
Right Leg
4.06368
68.84964
4.291812
5.793926
19.11495
1.912624
3.258206
2.008891
0.302905
0
257.8091
151.2911
51.64917
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99986
ISIC_0074611
0
IP_6164902
40
female
lower extremity
3.31
TBP tile: close-up
3D: XP
18.0071
10.74614
24.83393
22.16024
30.67539
24.62836
54.05412
64.12991
35.7151
49.16914
5.948583
14.6657
1.255051
7.260954
2.673692
-13.45404
13.91319
11.70837
0.771271
Right Leg - Upper
Right Leg
2.127617
99.46209
1.791452
3.382435
9.340242
1.006729
4.879771
1.308662
0.190184
140
74.99402
619.9137
9.337646
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
IL_2988728
Benign
Benign
null
null
null
null
null
null
100
ISIC_0074621
0
IP_1974761
75
male
posterior torso
2.6
TBP tile: close-up
3D: XP
18.130685
10.938702
32.67041
30.657528
37.364119
32.550564
60.971593
70.363441
37.742523
51.352345
4.072059
13.874301
1.344763
7.191983
2.012882
-13.609822
14.143364
11.380649
0.73031
Torso Back Middle Third
Torso Back
1.780822
97.848034
1.075804
3.90569
7.516446
1.262888
5.285583
1.686381
0.113043
0
140.003418
1,161.849121
38.584473
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_0074664
0
IP_9179679
70
male
posterior torso
3.01
TBP tile: close-up
3D: XP
21.38496
16.90438
30.64639
29.90155
37.37001
34.3491
55.09278
60.51902
35.67091
44.6079
4.034528
17.5092
1.624217
4.480578
0.744843
-8.936993
9.2946
7.969639
0.852321
Torso Back Middle Third
Torso Back
1.726028
62.32678
4.059123
4.634695
8.404841
1.471253
4.310717
1.789126
0.426357
50
64.70935
1,220.591
172.2924
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99143
ISIC_0074666
0
IP_7295514
60
male
posterior torso
2.91
TBP tile: close-up
3D: XP
25.65102
20.76191
41.22861
34.40118
48.55691
40.18082
58.11156
58.88805
55.67302
62.47598
3.884406
17.6981
0.703405
4.889105
6.827432
-6.802957
9.777388
6.65646
0.846761
Torso Back Top Third
Torso Back
1.743551
0.620399
3.090236
1.95043
8.291358
0.600034
2.39669
2.012742
0.290909
130
-59.06173
1,326.211
142.2952
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99993
ISIC_0075664
0
IP_4825600
60
male
posterior torso
5.8
TBP tile: close-up
3D: XP
19.59492
15.255546
36.475744
32.759002
41.405807
36.137016
61.755125
65.029066
47.631499
55.819753
19.103021
31.508037
1.043201
4.339374
3.716742
-8.188254
9.098521
6.892542
0.578875
Torso Back Top Third
Torso Back
4.8733
0.804498
6.045485
2.898449
24.533624
0.893702
2.4295
2.15911
0.350081
80
-54.662273
1,388.561646
169.95813
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.984705
ISIC_0075676
0
IP_5092630
70
female
lower extremity
2.55
TBP tile: close-up
3D: white
20.130138
17.143089
24.784759
22.300446
31.929716
28.128196
50.916556
52.449329
49.669644
56.32734
3.696754
19.47565
0.380788
2.987049
2.484313
-6.657697
7.252628
5.353659
0.753282
Right Leg - Lower
Right Leg
1.881442
0.027204
5.086483
1.551703
8.485086
0.649305
1.469072
2.520163
0.516667
45
150.995178
177.442902
151.184601
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.995089
ISIC_0075713
0
IP_0963443
60
female
lower extremity
3.51
TBP tile: close-up
3D: XP
21.443142
16.21263
35.518047
32.675248
41.489035
36.47631
58.879559
63.610557
54.129709
60.120978
6.47401
15.847218
0.820524
5.230512
2.842799
-5.991269
6.809449
4.735501
0.719364
Right Leg - Upper
Right Leg
2.473041
1.776124
2.36527
2.730261
10.128921
0.997746
1.461732
1.614609
0.238579
80
201.831909
651.440063
1.060852
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
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