isic_id
stringlengths
12
12
target
int64
0
1
patient_id
stringlengths
10
10
age_approx
float64
15
85
sex
stringclasses
2 values
anatom_site_general
stringclasses
5 values
clin_size_long_diam_mm
float64
1.01
20.7
image_type
stringclasses
1 value
tbp_tile_type
stringclasses
2 values
tbp_lv_A
float64
1.85
43.8
tbp_lv_Aext
float64
1.84
35.9
tbp_lv_B
float64
2.43
52
tbp_lv_Bext
float64
12.4
46.8
tbp_lv_C
float64
3.05
57.2
tbp_lv_Cext
float64
13.9
51.4
tbp_lv_H
float64
7.17
78
tbp_lv_Hext
float64
32.6
83.7
tbp_lv_L
float64
4.22
82.5
tbp_lv_Lext
float64
17.7
88.2
tbp_lv_areaMM2
float64
0.6
187
tbp_lv_area_perim_ratio
float64
11.1
87.2
tbp_lv_color_std_mean
float64
0
8.01
tbp_lv_deltaA
float64
-8.28
27
tbp_lv_deltaB
float64
-18.09
8.38
tbp_lv_deltaL
float64
-34.69
-2.59
tbp_lv_deltaLB
float64
2.96
37.7
tbp_lv_deltaLBnorm
float64
3.01
30.3
tbp_lv_eccentricity
float64
0.1
0.97
tbp_lv_location
stringclasses
21 values
tbp_lv_location_simple
stringclasses
8 values
tbp_lv_minorAxisMM
float64
0.52
15.3
tbp_lv_nevi_confidence
float64
0
100
tbp_lv_norm_border
float64
0.75
10
tbp_lv_norm_color
float64
0
10
tbp_lv_perimeterMM
float64
2.65
76
tbp_lv_radial_color_std_max
float64
0
10
tbp_lv_stdL
float64
0.44
14.4
tbp_lv_stdLExt
float64
0.78
25.5
tbp_lv_symm_2axis
float64
0.07
0.84
tbp_lv_symm_2axis_angle
int64
0
175
tbp_lv_x
float64
-575.59
572
tbp_lv_y
float64
-1,022.77
1.86k
tbp_lv_z
float64
-282.22
278
attribution
stringclasses
7 values
copyright_license
stringclasses
3 values
lesion_id
stringlengths
10
10
iddx_full
stringclasses
28 values
iddx_1
stringclasses
2 values
iddx_2
stringclasses
8 values
iddx_3
stringclasses
14 values
iddx_4
stringclasses
13 values
iddx_5
float64
mel_mitotic_index
stringclasses
7 values
mel_thick_mm
float64
0.2
5
tbp_lv_dnn_lesion_confidence
float64
0
100
ISIC_1893454
0
IP_6383979
40
male
lower extremity
3.29
TBP tile: close-up
3D: XP
22.54373
15.97469
29.78299
28.59795
37.35299
32.75719
52.87672
60.81246
42.38591
56.39789
7.243385
15.73787
1.707054
6.569037
1.185045
-14.01198
14.17425
10.62926
0.506025
Left Leg - Lower
Left Leg
2.739726
97.2326
2.403105
4.02225
10.67687
0.99082
5.681502
3.231109
0.246377
10
-255.7524
316.5674
117.2734
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_4101175
0
IP_1117889
55
female
lower extremity
6.94
TBP tile: close-up
3D: XP
16.564923
12.860031
23.029929
21.429432
28.368544
24.992018
54.273363
59.031582
25.631024
32.730118
19.853631
41.572479
1.378892
3.704892
1.600497
-7.099093
7.428854
8.068321
0.748491
Left Leg - Upper
Left Leg
4.717816
0.057916
8.930041
4.294419
28.72916
1.484457
2.328874
2.892183
0.530556
175
-128.590439
478.766968
127.689331
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
98.572469
ISIC_1806854
0
IP_0591539
40
female
upper extremity
4.4
TBP tile: close-up
3D: XP
19.058281
12.612298
31.681247
28.332812
36.971875
31.013195
58.970421
66.003853
47.788777
57.450289
8.275474
16.294506
0.880546
6.445984
3.348436
-9.661513
10.363131
7.732789
0.836248
Right Arm - Upper
Right Arm
2.431562
70.186132
1.988609
2.496846
11.612267
0.787287
2.249855
1.91257
0.176724
60
-298.552124
1,247.362671
196.417603
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999988
ISIC_6998660
0
IP_8557750
85
female
lower extremity
4.25
TBP tile: close-up
3D: XP
14.53504
9.112174
24.20714
21.15813
28.23567
23.03689
59.01753
66.6999
36.68501
43.80263
7.449803
18.92071
1.465734
5.422867
3.049009
-7.117618
7.827489
7.255554
0.839406
Right Leg - Lower
Right Leg
2.592803
17.75323
3.787652
4.445322
11.87247
1.499709
2.350694
1.586009
0.354978
100
306.1569
187.4672
79.59259
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99911
ISIC_4592834
0
IP_4565930
55
female
anterior torso
3.6
TBP tile: close-up
3D: XP
14.131142
7.434766
33.833243
28.655112
36.665754
29.603905
67.331153
75.454937
47.964026
59.90041
7.825108
15.193857
2.374981
6.696377
5.178131
-11.936384
13.25797
9.712556
0.470748
Torso Front Top Half
Torso Front
2.956792
95.864308
2.937703
6.962197
10.903833
2.272507
4.51918
1.882682
0.331933
140
-133.78064
1,209.247803
-17.688232
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999166
ISIC_0096437
0
IP_7527140
45
female
anterior torso
2.66
TBP tile: close-up
3D: XP
15.06069
11.3696
33.53964
29.44562
36.76591
31.56441
65.81795
68.88734
53.48343
58.59667
3.715519
15.99959
0.347624
3.69109
4.094022
-5.11324
6.606671
4.912157
0.773775
Torso Front Top Half
Torso Front
1.709692
5.342289
2.3152
1.112439
7.710174
0.393738
0.722658
1.694687
0.22807
30
166.7573
1,309.419
-47.6814
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99965
ISIC_4660926
0
IP_6338257
50
male
lower extremity
3.06
TBP tile: close-up
3D: XP
21.03239
19.30055
22.51116
23.56366
30.80769
30.45911
46.94507
50.67975
22.88316
28.28371
5.047851
18.49087
0.763495
1.731838
-1.052497
-5.400555
5.66192
6.361351
0.752008
Right Leg - Lower
Right Leg
2.325684
64.09966
4.6283
2.466422
9.661221
0.879923
1.375177
1.679753
0.479042
90
274.059
393.2917
132.7952
ViDIR Group, Department of Dermatology, Medical University of Vienna
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.70898
ISIC_1530476
0
IP_9724369
55
male
upper extremity
2.6
TBP tile: close-up
3D: XP
23.02804
19.38265
35.94295
34.56776
42.68707
39.63101
57.353
60.72
44.3323
50.0162
3.133796
18.96958
0.696357
3.645381
1.375189
-5.683907
5.937856
4.754814
0.835553
Left Arm - Upper
Left Arm
1.506849
2.219961
3.734011
1.331687
7.710174
0.201906
1.480453
1.523895
0.346535
90
-319.2605
1,425.537
-0.492615
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.98851
ISIC_9293435
0
IP_4363940
35
male
upper extremity
2.7
TBP tile: close-up
3D: XP
16.078891
12.90215
21.850632
20.583306
27.128967
24.292756
53.65233
57.919447
20.137621
26.681276
4.484894
15.451626
0.513791
3.176741
1.267326
-6.543655
6.8586
8.369409
0.612009
Left Arm - Upper
Left Arm
2.116918
71.423495
2.172012
1.772465
8.324596
0.665889
1.69918
1.500515
0.222222
10
-358.560608
1,363.177734
112.386475
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.999428
ISIC_2572056
0
IP_0431324
70
male
upper extremity
3.84
TBP tile: close-up
3D: white
20.864436
17.741602
26.996469
23.458235
34.119408
29.411787
52.301072
52.899568
48.205159
54.447658
8.72584
15.453499
0.724986
3.122834
3.538234
-6.242499
7.272738
5.537609
0.614878
Right Arm - Lower
Right Arm
2.847714
2.574477
1.827983
2.547381
11.612267
0.969929
1.482674
1.933389
0.175732
165
404.194397
999.404053
32.241882
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.988878
ISIC_4073340
0
IP_5821629
65
female
upper extremity
9.2
TBP tile: close-up
3D: XP
19.23333
17.56738
26.93499
28.2233
33.09706
33.24406
54.4707
58.10012
34.09598
40.79875
29.63032
23.64836
1.672317
1.665959
-1.28831
-6.702776
7.007796
6.375043
0.721171
Right Arm - Upper
Right Arm
5.794664
0.000979
5.47469
4.958827
26.4709
1.637116
2.141292
4.551268
0.466407
50
179.2049
1,219.072
-17.05005
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
88.80805
ISIC_3387878
0
IP_7227995
40
male
anterior torso
2.88
TBP tile: close-up
3D: XP
20.25058
13.30026
26.02069
25.07085
32.97215
28.38035
52.1082
62.05375
42.47027
49.25172
4.428598
17.77583
0.592605
6.950323
0.949844
-6.781446
7.020372
5.761604
0.718079
Torso Front Top Half
Torso Front
2.054795
99.9949
4.110014
1.669322
8.872541
0.522612
1.205459
2.012731
0.426667
0
-66.27502
1,109.81
-106.0103
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.9982
ISIC_9213602
0
IP_2066414
50
male
null
5.15
TBP tile: close-up
3D: white
12.617563
12.40851
12.059809
13.484911
17.453993
18.325226
43.70523
47.380441
21.429292
26.623247
12.51642
23.925388
1.09792
0.209053
-1.425102
-5.193956
5.710032
6.791789
0.715548
Unknown
Unknown
3.816738
0.030868
5.478078
3.141579
17.304918
1.000194
1.432981
2.64791
0.460048
25
-20.260834
1,177.666992
-140.509888
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
73.120219
ISIC_9173073
0
IP_3921915
50
male
lower extremity
2.62
TBP tile: close-up
3D: XP
14.994328
10.394015
26.9309
24.411662
30.823745
26.532334
60.892233
66.936631
48.363638
53.837036
4.353537
20.325164
0.348956
4.600314
2.519238
-5.473397
6.093603
4.818983
0.401699
Right Leg - Upper
Right Leg
2.255153
0.038444
4.984628
1.018956
9.406719
0.331282
0.907383
2.046533
0.482014
75
132.739609
565.919556
122.072388
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.998522
ISIC_3548499
0
IP_6383979
40
male
posterior torso
2.93
TBP tile: close-up
3D: XP
22.6626
18.6575
38.76798
34.6186
44.90601
39.32619
59.69072
61.6778
53.9521
59.22785
5.2918
15.03427
0.602812
4.005104
4.149386
-5.275742
6.796227
4.849582
0.545435
Torso Back Top Third
Torso Back
2.416583
0.464148
2.301707
2.034115
8.919548
0.751519
1.004292
1.611666
0.25
120
31.00957
1,408.79
192.7634
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99993
ISIC_8667325
0
IP_5367782
70
female
posterior torso
3.26
TBP tile: close-up
3D: XP
10.83623
8.197803
22.88104
21.69665
25.31731
23.19372
64.65823
69.30157
28.32049
32.61896
4.259711
16.90178
0.566817
2.63843
1.184392
-4.298464
4.590288
5.087072
0.887621
Torso Back Top Third
Torso Back
1.552443
2.708521
2.232369
1.599223
8.485086
0.501534
0.917064
1.361322
0.19469
30
-120.4139
1,171.229
164.8387
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.60344
ISIC_6302911
0
IP_1221547
45
female
upper extremity
3.39
TBP tile: close-up
3D: XP
16.185584
10.814091
29.345073
25.801286
33.512781
27.975899
61.120605
67.259985
39.475837
46.058721
4.484894
17.552699
2.053583
5.371494
3.543787
-6.582884
7.577479
6.692963
0.880615
Right Arm - Lower
Right Arm
1.646687
29.396877
3.248035
6.303714
8.872541
2.150621
2.923604
1.238083
0.315789
135
480.966614
1,066.231201
-34.311584
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.997675
ISIC_2274752
0
IP_5821629
65
female
lower extremity
2.7
TBP tile: close-up
3D: XP
19.18017
13.78614
24.03182
25.25168
30.74747
28.76987
51.40608
61.36769
38.17454
47.0944
3.321449
17.52724
0.603209
5.394023
-1.219868
-8.919855
9.375008
7.826587
0.839809
Right Leg - Lower
Right Leg
1.511671
52.6933
3.465653
1.707122
7.629929
0.537152
2.92199
1.798638
0.345794
70
185.8022
314.7934
-17.27637
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.95764
ISIC_2389973
0
IP_7770500
55
male
posterior torso
2.62
TBP tile: close-up
3D: white
19.68075
15.15197
31.19417
26.08798
36.88371
30.16894
57.75171
59.85186
58.01065
66.74654
4.803903
14.31057
0.494698
4.528776
5.106187
-8.735886
10.26213
6.769274
0.594229
Torso Back Middle Third
Torso Back
2.131007
12.82475
1.654633
1.842407
8.291358
0.730017
2.306016
1.699977
0.180451
50
197.1703
1,308.043
102.657
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_6603562
0
IP_6242714
50
male
posterior torso
2.7
TBP tile: close-up
3D: XP
24.62022
17.2237
41.53253
39.76022
48.28153
43.33049
59.34081
66.57826
46.38122
58.0207
4.372302
13.59622
1.008951
7.396515
1.772303
-11.63947
11.99305
8.67616
0.669007
Torso Back Top Third
Torso Back
2.013638
97.16209
1.443256
3.104781
7.710174
1.061658
3.273015
1.839815
0.169492
30
-56.01422
1,381.41
189.0394
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_5877301
0
IP_1836571
65
male
anterior torso
2.71
TBP tile: close-up
3D: white
26.465772
14.425726
21.014639
25.219912
33.794262
29.054182
38.450659
60.230552
40.355967
51.176312
5.404391
15.367465
0.856139
12.040046
-4.205273
-10.820345
11.907087
9.468793
0.478607
Torso Front Top Half
Torso Front
2.421599
0.012664
2.021304
2.743648
9.113276
0.972261
3.244905
2.620895
0.203947
35
-130.602112
1,259.152954
-71.266418
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999666
ISIC_0432427
0
IP_1394710
55
male
head/neck
8.2
TBP tile: close-up
3D: XP
29.647989
21.810422
26.448855
27.674298
39.730909
35.235795
41.736028
51.757963
36.110172
42.033182
38.093451
26.106302
1.086622
7.837567
-1.225443
-5.92301
6.189635
5.445888
0.623589
Head & Neck
Head & Neck
6.701792
8.880366
4.080647
4.146469
31.535363
1.668657
1.200993
2.465001
0.217735
0
-101.79657
1,559.442627
-74.851746
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.926001
ISIC_7813327
0
IP_4579352
60
null
lower extremity
4.8
TBP tile: close-up
3D: XP
20.695953
8.967978
35.839354
34.294074
41.385768
35.447258
59.995094
75.34519
43.999893
66.713566
10.996435
15.372404
2.091729
11.727974
1.545281
-22.713673
22.933616
15.540226
0.79198
Left Leg - Upper
Left Leg
2.87932
99.96779
1.449754
5.718392
13.001601
1.730909
8.936525
2.464393
0.126667
25
-150.665649
735.595947
96.037079
University Hospital of Basel
CC-BY-NC
IL_2642336
Benign
Benign
null
null
null
null
null
null
100
ISIC_0770900
0
IP_7377377
60
male
lower extremity
3.2
TBP tile: close-up
3D: XP
17.06755
12.24624
29.65894
27.36995
34.21921
29.98474
60.08127
65.89464
46.41992
56.01952
5.2918
16.70114
1.472122
4.82131
2.28899
-9.599595
10.08446
7.618431
0.785832
Right Leg - Upper
Right Leg
2.054795
90.7913
2.863642
3.925273
9.401016
1.153247
3.859496
2.195771
0.284849
65
92.86743
698.392
-42.35089
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99926
ISIC_0275786
0
IP_8201352
75
male
anterior torso
3.69
TBP tile: close-up
3D: XP
19.46842
11.92355
28.187
24.87662
34.25678
27.58654
55.36763
64.39126
45.01084
52.45622
8.237943
14.73441
1.034273
7.544875
3.310385
-7.445382
8.219192
6.61271
0.532907
Torso Front Top Half
Torso Front
2.890493
75.47027
1.537317
3.182255
11.01732
1.088009
1.893529
2.307967
0.154185
100
62.94197
1,370.597
-30.10193
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99999
ISIC_6257122
0
IP_1669227
60
male
anterior torso
3.6
TBP tile: close-up
3D: XP
22.799903
14.162266
34.023281
30.153859
40.956309
33.314036
56.172912
64.842115
40.677919
55.387801
9.87052
13.929685
1.789461
8.637637
3.869422
-14.709882
15.354014
11.739741
0.448353
Torso Front Top Half
Torso Front
3.287671
99.876773
1.317918
4.862139
11.725751
1.461209
5.537524
2.146653
0.144366
155
-63.054283
1,343.387207
-69.518921
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_9873135
0
IP_5580991
60
male
anterior torso
2.79
TBP tile: close-up
3D: XP
17.17799
14.20323
29.05066
27.41997
33.74943
30.8802
59.40369
62.61637
26.69096
31.42724
2.552074
17.98442
0
2.974764
1.630689
-4.736284
5.102017
5.645308
0.920839
Torso Front Top Half
Torso Front
1.162842
0.004224
2.956594
0
6.774773
0
0.73925
1.892039
0.265823
115
78.86792
1,463.685
54.98834
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
82.03059
ISIC_8857381
0
IP_9790808
50
female
posterior torso
4.67
TBP tile: close-up
3D: XP
20.49359
12.48845
27.2811
24.57703
34.12105
27.56795
53.08609
63.06329
34.79123
48.25893
10.92137
16.02317
1.721735
8.00514
2.704073
-13.4677
13.84598
11.80788
0.733451
Torso Back Middle Third
Torso Back
3.143231
99.87971
1.93302
4.071118
13.22857
1.008683
5.361086
1.9461
0.175896
170
-64.55972
1,125.748
157.8413
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_2592884
0
IP_1225710
60
male
posterior torso
2.96
TBP tile: close-up
3D: XP
32.41827
24.458753
31.68658
28.495323
45.331926
37.552816
44.346057
49.359098
36.793107
46.783829
4.710077
15.047095
0.76182
7.959517
3.191257
-9.990722
10.624631
8.698154
0.749931
Torso Back Top Third
Torso Back
2.013638
84.905094
2.201165
2.363606
8.418609
0.814251
2.904598
1.967704
0.236111
160
122.609161
1,251.244019
177.74884
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99994
ISIC_4041450
0
IP_0212694
null
female
anterior torso
3.29
TBP tile: close-up
3D: XP
19.317916
11.289853
29.316296
28.276469
35.108789
30.446995
56.617194
68.234818
39.969845
53.268947
6.004879
16.128359
2.401261
8.028062
1.039827
-13.299102
13.429799
10.718478
0.713531
Torso Front Top Half
Torso Front
2.421599
97.086799
2.470753
8.266877
9.841181
3.10102
6.139742
2.477938
0.245902
150
-22.056042
1,186.317139
-88.693726
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999964
ISIC_5307602
0
IP_3785831
70
male
posterior torso
2.59
TBP tile: close-up
3D: white
20.024075
15.699701
27.878737
25.520687
34.324737
29.963078
54.31197
58.40119
51.460367
58.488638
2.908613
16.761279
0.097516
4.324374
2.358051
-7.028271
7.556994
5.473677
0.886541
Torso Back Middle Third
Torso Back
1.216102
0.000743
3.019041
0.168518
6.982269
0.016516
1.472011
1.887753
0.304348
105
60.305542
1,205.686646
168.752014
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.947935
ISIC_4729371
0
IP_0909149
50
female
anterior torso
3.2
TBP tile: close-up
3D: XP
27.156398
16.116846
20.229184
23.738746
33.862809
28.692869
36.682945
55.826407
21.251781
36.50579
7.599925
13.893405
1.246379
11.039552
-3.509562
-15.254009
15.894486
15.942167
0.503658
Torso Front Top Half
Torso Front
2.809054
0.01751
1.417141
3.346436
10.275643
0.991508
5.473205
3.155306
0.158654
40
37.69519
1,355.824707
6.359863
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
99.999988
ISIC_2790547
0
IP_8607082
65
male
posterior torso
2.51
TBP tile: close-up
3D: white
24.09403
19.74982
30.20411
29.43617
38.6369
35.44776
51.42039
56.14088
49.66856
60.47219
3.002439
14.27965
0.703045
4.344208
0.767936
-10.80363
11.17987
7.672735
0.833281
Torso Back Middle Third
Torso Back
1.386204
85.83801
1.589461
2.438287
6.547807
0.919634
2.957535
1.648772
0.172414
70
-184.2494
1,144.431
103.1812
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99996
ISIC_9025641
0
IP_1253621
75
female
lower extremity
2.51
TBP tile: close-up
3D: white
19.057631
14.602406
25.233792
26.217075
31.621789
30.00942
52.938348
60.883034
49.920938
64.855715
4.54119
14.037423
1.291604
4.455225
-0.983283
-14.934778
15.168842
10.261061
0.539558
Left Leg - Lower
Left Leg
2.123882
75.440019
1.594875
3.731652
7.984147
1.20011
4.874954
2.162123
0.179104
60
-218.525452
352.312012
69.929626
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_3210848
0
IP_6774617
70
male
lower extremity
3.49
TBP tile: close-up
3D: XP
16.43835
10.74077
27.34187
25.52394
31.90294
27.69179
58.98507
67.17808
37.77362
47.71964
7.768812
14.94884
1.001868
5.697586
1.817933
-9.946019
10.23746
8.815083
0.544914
Right Leg - Upper
Right Leg
2.809054
76.27018
2.151457
3.014782
10.77658
1.009573
2.750029
2.483525
0.231818
15
227.1666
663.1757
49.979
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.99914
ISIC_4014586
0
IP_6724798
60
male
posterior torso
2.81
TBP tile: close-up
3D: XP
24.15056
18.99339
38.5357
34.94998
45.47801
39.7775
57.92437
61.47836
49.21377
56.68266
4.559955
15.96432
0.83109
5.157172
3.585716
-7.468886
8.401562
6.181014
0.694631
Torso Back Top Third
Torso Back
2.16561
0.025801
2.824622
3.18336
8.532092
1.284094
1.831867
2.823617
0.29771
40
-182.1756
1,516.765
150.088
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99926
ISIC_3800652
0
IP_4923309
70
male
posterior torso
4.1
TBP tile: close-up
3D: XP
18.800432
12.601197
33.373568
30.044288
38.304716
32.579893
60.606003
67.245813
48.200385
55.479541
9.457684
15.599603
1.103593
6.199235
3.329279
-7.279156
8.090841
6.220153
0.712071
Torso Back Top Third
Torso Back
3.002782
27.882621
1.619327
3.027727
12.146445
0.920235
1.758932
2.25459
0.143969
30
40.387547
1,395.557007
140.978394
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999976
ISIC_1841118
0
IP_1127121
65
male
null
2.54
TBP tile: close-up
3D: XP
20.645243
16.476893
38.02043
33.051064
43.264063
36.930486
61.497865
63.502443
57.485104
63.829769
3.640458
17.160387
0.204263
4.16835
4.969366
-6.344665
8.147654
5.561057
0.340607
Unknown
Unknown
2.162206
0.016366
4.352733
0.840459
7.903902
0.353596
1.302092
2.245451
0.474576
135
-190.32489
1,279.119507
72.440674
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999487
ISIC_7503053
0
IP_2203964
65
male
upper extremity
3.68
TBP tile: close-up
3D: XP
22.832502
17.212915
25.550753
27.410771
34.266079
32.367187
48.215591
57.872752
30.703231
37.141984
3.82811
23.979221
0.797227
5.619587
-1.860018
-6.438753
6.813695
6.70203
0.93917
Right Arm - Lower
Right Arm
1.433534
0.039483
5.359739
1.171359
9.580976
0
2.390184
2.591337
0.442748
15
411.995514
1,072.372559
8.328735
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
96.522921
ISIC_3609576
0
IP_3395413
50
male
upper extremity
2.85
TBP tile: close-up
3D: white
15.919542
13.805561
18.562093
18.218923
24.453694
22.858755
49.38238
52.846628
28.711294
34.679716
5.047851
17.03749
0.501049
2.113982
0.34317
-5.968422
6.160071
6.366821
0.618151
Left Arm - Lower
Left Arm
2.123882
13.897112
2.482847
1.610786
9.273765
0.572338
1.733002
1.561299
0.225166
95
487.077576
8.289185
-74.474792
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.996102
ISIC_7744930
0
IP_9801595
60
male
anterior torso
2.88
TBP tile: close-up
3D: white
22.24242
14.42968
29.85481
25.26665
37.22949
29.09673
53.31317
60.26949
65.34319
72.95126
5.573278
13.91403
0.914112
7.812734
4.588161
-7.608065
8.999111
5.546645
0.655052
Torso Front Top Half
Torso Front
2.328767
28.07183
1.906741
2.916745
8.806065
1.029795
1.803938
1.64413
0.224242
25
148.2581
1,498.584
-17.68207
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99998
ISIC_5991151
0
IP_1421772
55
male
lower extremity
2.7
TBP tile: close-up
3D: XP
27.106758
18.674124
37.737819
34.954565
46.464172
39.630096
54.31063
61.887088
52.711854
66.565763
4.334772
14.411754
1.025229
8.432635
2.783254
-13.853909
14.185989
9.367062
0.700625
Right Leg - Upper
Right Leg
1.899126
98.146755
1.747334
3.628913
7.903902
1.388998
5.072363
2.127262
0.190476
145
166.808594
742.849365
126.389496
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_7853527
0
IP_4511854
75
male
anterior torso
4.24
TBP tile: close-up
3D: white
25.381669
21.019809
28.278237
29.599761
37.998524
36.30397
48.089834
54.620127
47.657217
55.355481
6.380184
20.554771
1.156909
4.361859
-1.321524
-7.698264
7.990256
5.894726
0.914363
Torso Front Top Half
Torso Front
1.945927
6.653398
4.256809
3.030754
11.451778
0.870952
1.619435
2.331803
0.378109
110
-197.495667
1,467.866821
14.754883
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.987197
ISIC_3936193
0
IP_5961877
75
male
anterior torso
3.15
TBP tile: close-up
3D: XP
14.01374
8.794845
24.1555
21.28512
27.92621
23.03054
59.87996
67.54997
35.77503
43.33375
6.605367
14.80255
1.009873
5.218897
2.87038
-7.558719
8.156249
7.608656
0.46962
Torso Front Bottom Half
Torso Front
2.60274
96.28282
1.489604
2.941454
9.888187
0.95389
2.43648
1.747918
0.146067
0
-57.31296
1,014.21
-194.304
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_8572308
0
IP_0321326
70
male
lower extremity
2.7
TBP tile: close-up
3D: XP
28.056459
23.462903
30.452427
27.253806
41.406705
35.962171
47.34498
49.274717
37.25071
42.99028
2.364421
18.954623
0
4.593557
3.198621
-5.73957
6.757918
5.788038
0.907413
Right Leg - Lower
Right Leg
1.102718
0.045366
3.398342
0
6.694528
0
1.218933
1.708389
0.301587
115
230.91925
420.925507
91.549805
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.302047
ISIC_1192885
0
IP_7473498
65
male
anterior torso
6.79
TBP tile: close-up
3D: white
20.01566
13.72799
27.23837
24.94905
33.80171
28.47653
53.69031
61.17861
56.03096
66.74734
13.19197
26.0773
1.878192
6.287675
2.289311
-10.71638
11.15184
7.341422
0.880622
Torso Front Top Half
Torso Front
3.068997
2.324822
5.747391
5.179257
18.54753
1.583416
3.800005
2.39121
0.443459
100
-92.79675
1,333.33
-80.50208
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.98134
ISIC_5228931
0
IP_7312348
75
male
posterior torso
2.88
TBP tile: close-up
3D: white
22.64975
20.13273
29.82251
29.04453
37.44855
35.33995
52.78388
55.27155
41.85093
49.50887
4.034528
18.52657
0.61242
2.517019
0.777981
-7.657938
7.936183
6.267977
0.671131
Torso Back Top Third
Torso Back
2.054795
0.11348
3.718732
2.082691
8.645575
0.774069
1.736345
2.816938
0.355372
90
-203.482
1,428.968
134.7007
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.9079
ISIC_9975340
0
IP_7607603
60
female
posterior torso
5.44
TBP tile: close-up
3D: white
19.17171
16.72489
26.49863
30.25614
32.70676
34.57103
54.11434
61.06719
51.89783
65.18773
21.1672
16.96281
1.93685
2.446811
-3.757503
-13.2899
14.02236
9.339801
0.464047
Torso Back Top Third
Torso Back
4.920688
14.46377
1.96329
5.068352
18.94875
1.45444
3.824054
2.88584
0.156863
110
-77.92507
1,388.974
155.5574
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99831
ISIC_1231438
0
IP_1475510
65
male
anterior torso
2.33
TBP tile: close-up
3D: XP
24.252775
15.572111
38.640986
32.156208
45.621518
35.728313
57.885818
64.160739
60.699785
71.925542
3.302683
13.897048
0.893177
8.680664
6.484778
-11.225757
13.049873
8.184735
0.647172
Torso Front Top Half
Torso Front
1.71534
92.278922
2.073636
3.006941
6.774773
1.108949
3.516865
2.796564
0.247191
105
-89.575226
1,226.038696
-124.303894
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
IL_9118532
Benign
Benign
null
null
null
null
null
null
100
ISIC_5472055
0
IP_1474479
70
null
posterior torso
2.9
TBP tile: close-up
3D: XP
21.468395
16.685496
37.60047
34.977055
43.297659
38.753067
60.275325
64.496936
48.65709
56.649274
2.889848
17.422957
0.235033
4.7829
2.623414
-7.992184
8.506592
6.319841
0.903756
Torso Back Top Third
Torso Back
1.256247
0.01113
2.551874
0.442457
7.095752
0.063559
2.413603
3.083636
0.225
115
23.577599
1,289.560181
165.610168
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.386024
ISIC_8173232
0
IP_6215230
35
female
anterior torso
3.6
TBP tile: close-up
3D: XP
22.55723
13.18153
35.45324
34.11777
42.02095
36.57561
57.53333
68.87576
49.97443
64.35746
7.487333
13.70248
1.707083
9.375691
1.335471
-14.38302
14.68846
10.01525
0.683774
Torso Front Top Half
Torso Front
2.615326
99.85763
1.661553
4.458248
10.12892
1.27611
5.521638
2.335352
0.196347
45
36.40027
1,206.795
-102.099
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_8068874
0
IP_6141958
35
female
anterior torso
3.85
TBP tile: close-up
3D: white
21.69993
18.12456
29.43987
29.07153
36.57312
34.25863
53.60633
58.05865
56.5631
65.10582
10.90261
17.9363
1.119138
3.575366
0.368342
-8.542713
8.71481
5.77716
0.592628
Torso Front Bottom Half
Torso Front
3.189509
2.248296
2.455486
4.101802
13.98401
1.608162
2.073045
2.740646
0.199357
75
50.38542
903.3124
-51.91821
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99162
ISIC_1546026
0
IP_8689079
65
female
posterior torso
2.52
TBP tile: close-up
3D: white
22.64136
16.91095
34.45171
30.84677
41.22562
35.17817
56.68744
61.26737
64.97896
72.20285
3.246388
14.95817
0.385906
5.730406
3.604941
-7.223892
8.17208
5.047921
0.792158
Torso Back Top Third
Torso Back
1.506849
59.61115
2.039651
1.356641
6.968501
0.516736
1.031792
1.893162
0.216495
140
161.8167
1,195.025
102.826
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99986
ISIC_7568820
0
IP_8292126
55
male
anterior torso
2.6
TBP tile: close-up
3D: white
16.71121
12.25807
26.27605
25.99348
31.13993
28.73885
57.5442
64.75225
50.49246
61.91952
4.391068
14.93295
1.419218
4.453132
0.282572
-11.42706
11.58076
8.204939
0.668977
Torso Front Bottom Half
Torso Front
2.054795
91.28765
1.809513
5.301605
8.09763
2.104786
4.418874
2.13446
0.186047
0
-133.105
1,069.202
-91.36243
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99986
ISIC_8711739
0
IP_0307863
45
male
posterior torso
2.74
TBP tile: close-up
3D: white
20.765808
15.49289
30.809425
26.521219
37.154266
30.714894
56.019702
59.707827
59.09967
67.219979
4.691312
16.106577
0.414938
5.272919
4.288205
-8.120309
9.268666
6.104335
0.702757
Torso Back Top Third
Torso Back
1.917808
29.255855
2.862105
1.471061
8.692581
0.563698
1.395626
2.47358
0.29927
5
-96.513023
1,482.875732
157.855408
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_8928044
0
IP_2075317
45
null
anterior torso
5.6
TBP tile: close-up
3D: XP
24.913279
14.045747
38.887727
39.274122
46.18362
41.710187
57.354494
70.321241
44.611881
62.943854
14.317883
14.952331
2.136202
10.867532
-0.386395
-18.331973
18.554104
12.851685
0.83518
Torso Front Top Half
Torso Front
3.002782
99.996543
1.732159
5.172566
14.631669
1.330959
6.050031
3.834591
0.175127
140
-159.952881
1,293.933838
34.339478
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999928
ISIC_1955139
0
IP_0669361
70
male
upper extremity
7.93
TBP tile: close-up
3D: XP
20.662163
17.988738
26.102154
27.107669
33.29035
32.533374
51.635271
56.431618
24.586851
31.09371
13.717395
36.127759
1.101201
2.673425
-1.005515
-6.506859
6.800711
7.249799
0.932426
Left Arm - Lower
Left Arm
3.094297
5.629621
8.279448
3.361032
22.261598
1.14065
2.04305
2.358479
0.538
125
-382.539001
1,254.994263
35.827881
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.257201
ISIC_0579563
0
IP_2263019
35
female
posterior torso
6.2
TBP tile: close-up
3D: XP
20.101677
11.858718
34.549001
32.750804
39.971376
34.831658
59.807831
70.095217
48.586445
59.381024
15.331207
17.691733
1.459052
8.242959
1.798197
-10.794579
11.007018
8.096964
0.860344
Torso Back Middle Third
Torso Back
3.205075
99.792129
2.085693
4.885803
16.469232
1.794384
3.123384
2.132495
0.155452
10
-66.822388
1,039.169312
102.216064
University Hospital of Basel
CC-BY-NC
IL_3763379
Benign
Benign
null
null
null
null
null
null
99.999988
ISIC_6638107
0
IP_0826114
55
male
upper extremity
6.1
TBP tile: close-up
3D: XP
19.76286
16.008974
33.268192
33.065858
38.69552
36.737423
59.28771
64.16586
46.033484
53.634584
14.768249
21.870876
1.162847
3.753886
0.202334
-7.6011
7.822459
5.972962
0.867487
Left Arm - Lower
Left Arm
3.112368
0.475914
3.58887
3.643794
17.972049
1.266416
1.825611
2.651575
0.255556
120
-410.541687
1,331.936279
8.625183
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
98.958361
ISIC_5027734
0
IP_4545121
80
male
upper extremity
2.55
TBP tile: close-up
3D: white
21.769335
18.509287
25.514951
24.302404
33.539777
30.548331
49.529216
52.706243
50.907986
57.456696
2.589604
19.993308
0.236388
3.260049
1.212547
-6.54871
6.793796
4.914519
0.846389
Right Arm - Lower
Right Arm
1.405747
0
4.418803
0.434423
7.195467
0.056998
1.316358
2.987711
0.413793
110
389.994934
1,106.322021
95.313049
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
63.747758
ISIC_3945499
0
IP_7272992
70
male
posterior torso
2.82
TBP tile: close-up
3D: white
14.05564
9.874461
29.86058
28.65401
33.00326
30.30771
64.79321
70.98553
58.54622
68.18325
3.546632
16.76148
0.4241
4.181183
1.20657
-9.637032
9.889222
6.475705
0.788014
Torso Back Middle Third
Torso Back
1.589041
12.76002
3.534375
1.511235
7.710174
0.581178
1.92313
1.993991
0.373913
25
24.43353
1,001.225
180.3965
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.85519
ISIC_4568233
0
IP_1394710
55
male
upper extremity
2.6
TBP tile: close-up
3D: XP
23.713381
20.166118
28.913907
27.454394
37.394364
34.06488
50.643535
53.701545
34.31597
39.245287
1.951586
21.213786
0
3.547263
1.459513
-4.929318
5.241209
4.902515
0.947835
Right Arm - Upper
Right Arm
0.862274
0.000194
4.353885
0
6.434324
0
0.902264
2.517658
0.375
100
352.096313
1,213.90625
118.556213
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
72.739458
ISIC_6396988
0
IP_4271244
55
male
anterior torso
3.14
TBP tile: close-up
3D: white
25.38242
22.142233
28.45182
28.746863
38.12838
36.285818
48.26323
52.394785
57.690504
64.79436
3.302683
30.087544
0
3.240187
-0.295042
-7.103856
7.4408
4.758515
0.867996
Torso Front Top Half
Torso Front
1.680048
0.000611
7.177215
0
9.968432
0
1.440129
2.878675
0.537815
130
166.731598
1,512.510986
62.131775
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
91.718137
ISIC_4884907
0
IP_4849578
50
female
posterior torso
2.58
TBP tile: close-up
3D: XP
19.617486
15.874373
29.560817
27.585384
35.477988
31.826861
56.430499
60.081157
37.471442
42.966713
1.914055
22.856577
0
3.743113
1.975433
-5.495271
5.937011
5.345887
0.940528
Torso Back Top Third
Torso Back
0.951499
0.005543
4.394034
0
6.614284
0
0.83294
1.381859
0.34
175
-69.554962
1,182.666748
149.124512
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.622166
ISIC_9411949
0
IP_7244959
35
male
posterior torso
2.75
TBP tile: close-up
3D: XP
16.40849
10.6082
34.25134
30.69042
37.97884
32.47208
64.40272
70.9322
54.22178
60.52459
5.742166
13.5048
0.376802
5.800291
3.560918
-6.302814
7.302661
5.30679
0.513987
Torso Back Bottom Third
Torso Back
2.426255
71.78169
1.420543
1.221104
8.806065
0.436794
1.004428
1.879594
0.168675
5
11.6017
1,055.701
105.2952
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99995
ISIC_4955481
0
IP_1140263
70
male
posterior torso
2.78
TBP tile: close-up
3D: XP
10.488185
8.243851
18.292754
16.703928
21.086177
18.627461
60.172115
63.732384
24.101593
27.243712
3.959467
16.099793
0.66026
2.244334
1.588826
-3.142119
3.731807
4.507594
0.759666
Torso Back Middle Third
Torso Back
1.890951
0.089483
2.854328
2.585258
7.984147
1.05695
0.941869
0.787134
0.298387
165
115.059593
1,171.359619
-128.277588
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99193
ISIC_4319128
0
IP_6391213
85
male
posterior torso
5.02
TBP tile: close-up
3D: XP
22.61752
16.65966
37.33587
34.71436
43.65225
38.50495
58.79314
64.36333
45.41179
56.11813
7.881404
23.57083
0.953092
5.957855
2.621508
-10.70634
11.11777
8.352366
0.916759
Torso Back Top Third
Torso Back
2.368221
7.38126
5.439052
2.356952
13.62979
0.625987
2.764856
2.473874
0.463504
145
149.4825
1,464.812
135.0735
ViDIR Group, Department of Dermatology, Medical University of Vienna
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.92405
ISIC_0688767
0
IP_7792811
60
female
posterior torso
2.52
TBP tile: close-up
3D: XP
21.57066
13.43575
32.12989
30.54029
38.69914
33.36508
56.12425
66.25361
41.77799
57.34479
4.409833
13.48051
1.147681
8.134906
1.589608
-15.56679
15.75995
11.82754
0.454005
Torso Back Bottom Third
Torso Back
2.131007
99.45433
1.359392
3.203363
7.710174
0.99278
5.959318
2.004876
0.161017
25
-106.4037
841.4047
127.1866
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_8481687
0
IP_0135517
50
female
anterior torso
4.35
TBP tile: close-up
3D: white
22.207747
16.371746
29.24451
26.935323
36.720912
31.52056
52.787627
58.708057
62.662229
70.594441
7.337211
21.96305
0.649166
5.836001
2.309187
-7.932212
8.323096
5.285646
0.792947
Torso Front Bottom Half
Torso Front
2.61943
2.094459
4.705862
2.243954
12.69439
0.844267
1.1371
2.720774
0.404082
90
82.518433
867.724121
-120.147644
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.993265
ISIC_0635145
0
IP_8617720
50
male
head/neck
2.81
TBP tile: close-up
3D: XP
25.81478
24.18817
29.99852
28.53667
39.57669
37.40868
49.28685
49.71482
37.01015
43.01816
2.552074
18.41298
0
1.626613
1.46185
-6.008006
6.2742
5.419801
0.924297
Head & Neck
Head & Neck
1.065503
0.006175
3.887514
0
6.855018
0
0.93557
1.576629
0.380952
40
55.79324
1,596.72
-59.20105
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
99.4455
ISIC_9449670
0
IP_5714646
40
male
lower extremity
2.72
TBP tile: close-up
3D: XP
14.29845
11.41207
18.53651
19.38033
23.41042
22.49073
52.35459
59.50837
24.48595
28.91476
3.715519
17.44374
1.429648
2.886378
-0.843824
-4.428819
4.673957
5.44177
0.801744
Left Leg - Lower
Left Leg
1.758202
0.000166
3.035067
3.794355
8.050624
1.108413
2.082212
2.71399
0.28972
145
-203.3778
310.3659
39.52985
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
87.47147
ISIC_4790045
0
IP_4013104
50
female
posterior torso
3.8
TBP tile: close-up
3D: white
23.848093
17.391653
34.32486
30.430574
41.796263
35.049814
55.20935
60.25121
62.798026
72.028113
7.393507
17.634803
1.061717
6.45644
3.894286
-9.230087
10.134513
6.26553
0.760483
Torso Back Top Third
Torso Back
2.432955
55.851275
2.5137
2.828018
11.41854
0.82981
2.257756
2.598012
0.214634
5
109.128311
1,272.195801
163.587952
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999976
ISIC_3711402
0
IP_9497636
50
female
anterior torso
4.9
TBP tile: close-up
3D: XP
19.76202
13.87927
32.97707
31.15932
38.44508
34.11067
59.0672
65.99042
41.44777
50.80963
9.607806
18.21383
1.576076
5.88275
1.817742
-9.361857
9.676972
7.858496
0.869952
Torso Front Top Half
Torso Front
2.493151
89.68335
2.347394
5.203375
13.22857
1.889684
2.99526
1.690153
0.177936
55
-164.7858
1,146.118
73.43207
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.99969
ISIC_2601725
0
IP_3371534
null
null
lower extremity
3.56
TBP tile: close-up
3D: XP
23.489922
17.121744
26.440305
26.499249
35.367587
31.549395
48.381682
57.132614
45.580502
51.946659
5.667105
23.466578
0.977686
6.368178
-0.058944
-6.366156
6.559882
5.060265
0.75198
Left Leg - Upper
Left Leg
2.465753
18.227288
4.981175
2.93937
11.532023
0.983475
1.01314
2.941715
0.404255
100
-141.729538
548.803345
139.117737
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.981791
ISIC_8938754
0
IP_1116526
80
male
lower extremity
2.97
TBP tile: close-up
3D: XP
18.27349
15.149212
27.883038
26.264799
33.33743
30.320592
56.76068
60.024182
41.563165
47.154996
2.852318
19.560422
0.159345
3.124278
1.618239
-5.591831
5.952891
5.018839
0.908753
Right Leg - Lower
Right Leg
1.362808
0
3.41469
0.537735
7.46944
0.198683
1.110986
1.975662
0.288889
150
231.120117
325.12912
92.935028
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
95.018137
ISIC_2825751
0
IP_4928793
60
male
anterior torso
8.57
TBP tile: close-up
3D: white
14.493081
11.506933
24.850216
24.468001
28.767736
27.038723
59.748515
64.813104
63.147571
75.106089
36.91124
19.003365
1.487227
2.986148
0.382215
-11.958518
12.116273
7.357016
0.745315
Torso Front Top Half
Torso Front
5.81421
1.315345
2.670043
4.258993
26.484671
1.357109
2.973714
2.377741
0.202068
100
191.779358
1,155.822388
28.931152
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
80.441529
ISIC_7906998
0
IP_9485312
70
male
lower extremity
3.43
TBP tile: close-up
3D: white
19.41261
17.08868
22.60123
21.78321
29.79371
27.6863
49.34011
51.88623
46.27
51.93584
3.283918
22.41253
0
2.323938
0.818021
-5.665838
5.84522
4.549252
0.939076
Left Leg - Lower
Left Leg
1.426909
0.00023
4.892229
0
8.579098
0
1.158405
2.567844
0.418182
120
-191.5601
259.1822
65.06079
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
90.19413
ISIC_8179533
0
IP_9144368
65
male
posterior torso
4.67
TBP tile: close-up
3D: XP
22.89566
13.19832
33.63898
28.87981
40.69142
31.75278
55.75967
65.4392
41.22399
56.88478
10.86508
14.8317
1.137665
9.697343
4.759171
-15.66079
16.44361
12.45587
0.785025
Torso Back Top Third
Torso Back
2.874579
99.94507
1.49266
3.004184
12.69439
0.872068
4.984493
1.899706
0.145763
20
181.5497
1,365.364
165.9934
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_5120682
0
IP_1767934
45
male
upper extremity
2.9
TBP tile: close-up
3D: XP
21.790543
14.041631
40.682449
35.80568
46.150725
38.460553
61.825377
68.58677
55.353989
65.307127
5.179208
13.167367
1.135301
7.748912
4.876769
-9.953137
11.20928
7.578202
0.675574
Left Arm - Upper
Left Arm
2.131007
98.489988
1.734453
3.69886
8.258119
1.328937
3.185995
1.696204
0.219355
145
-260.676819
1,450.764893
4.193481
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_3502797
0
IP_9418573
50
male
lower extremity
3.56
TBP tile: close-up
3D: white
16.22661
13.75261
18.26943
15.97387
24.43511
21.07839
48.38903
49.27339
29.42164
37.0892
8.294239
16.80462
0.924054
2.474005
2.295557
-7.667562
8.112512
8.037947
0.651185
Left Leg - Upper
Left Leg
2.739726
88.44005
2.913716
2.386859
11.806
0.673478
2.501917
1.729013
0.289063
150
195.225
-339.2201
34.37421
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99841
ISIC_9043991
0
IP_3343426
80
female
upper extremity
2.51
TBP tile: close-up
3D: XP
21.801024
18.70035
24.048973
22.665081
32.459786
29.383823
47.806869
50.474875
39.739237
45.670407
2.796022
18.517292
0.439426
3.100673
1.383891
-5.93117
6.249173
5.291971
0.794309
Right Arm - Lower
Right Arm
1.472842
0.228457
4.013166
0.974525
7.195467
0.215219
1.13121
2.023198
0.395349
0
310.863525
827.085876
-37.471069
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.425513
ISIC_2043943
0
IP_5503004
60
female
posterior torso
4.03
TBP tile: close-up
3D: XP
18.93351
13.52024
31.81354
30.54188
37.02134
33.40065
59.24143
66.12205
40.87428
51.43668
9.138675
15.0452
1.18398
5.413274
1.271661
-10.5624
10.81859
8.680112
0.757504
Torso Back Top Third
Torso Back
2.798519
93.26639
1.634781
3.483352
11.72575
1.141104
3.576704
1.565628
0.159696
110
-146.4358
1,233.191
66.39532
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
100
ISIC_8001806
0
IP_3028432
65
male
lower extremity
5.17
TBP tile: close-up
3D: white
16.110593
13.217268
19.518522
19.6542
25.308574
23.685095
50.463726
56.079533
41.85078
53.061356
11.634453
19.631943
1.139558
2.893325
-0.135678
-11.210576
11.43221
8.951028
0.811394
Left Leg - Upper
Left Leg
3.0608
46.660689
3.29398
3.276034
15.113137
1.048147
3.685851
2.380685
0.270833
130
-186.077454
596.397339
1.823914
Memorial Sloan Kettering Cancer Center
CC-BY
IL_8412770
Benign
Benign
null
null
null
null
null
null
99.746227
ISIC_1667482
0
IP_3710285
55
male
anterior torso
2.7
TBP tile: close-up
3D: XP
19.445972
11.110665
30.748984
27.954596
36.381943
30.081661
57.690321
68.324457
44.60737
58.627074
4.916495
13.602706
1.026128
8.335307
2.794388
-14.019704
14.357272
10.721346
0.465817
Torso Front Bottom Half
Torso Front
2.327775
99.394256
2.080199
3.089736
8.177875
1.035296
4.934455
2.118167
0.255319
10
155.829346
889.845947
15.571594
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_8022995
0
IP_2776672
55
female
upper extremity
4.7
TBP tile: close-up
3D: XP
18.46199
14.880174
34.69745
33.047128
39.303411
36.242686
61.983231
65.759329
44.924207
51.206097
8.087821
25.537036
1.002559
3.581816
1.650321
-6.28189
6.707989
5.299526
0.879909
Left Arm - Upper
Left Arm
2.665923
1.015928
5.316073
2.835031
14.371464
0.891279
1.334256
1.87489
0.398524
55
-222.221008
1,233.907959
113.99408
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.951744
ISIC_2668816
0
IP_1117889
55
female
anterior torso
3.39
TBP tile: close-up
3D: XP
16.834092
13.285989
26.075094
24.122924
31.037029
27.539662
57.153696
61.155699
33.76096
38.65108
3.640458
22.813557
0
3.548103
1.95217
-4.89012
5.459844
5.251826
0.927294
Torso Front Top Half
Torso Front
1.560585
0.000003
5.47305
0
9.113276
0
1.402379
1.749705
0.486726
145
134.556152
1,033.839355
-22.753204
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
97.928774
ISIC_8709220
0
IP_0669361
70
male
anterior torso
2.76
TBP tile: close-up
3D: XP
29.017953
21.086351
32.34726
29.976943
43.455574
36.650393
48.105479
54.876719
49.660326
55.990205
2.364421
21.695595
0
7.931602
2.370317
-6.329879
6.951156
5.043037
0.921472
Torso Front Top Half
Torso Front
1.163981
0.003733
4.758153
0
7.162229
0
1.188403
1.983904
0.417722
30
-42.619579
1,439.239746
-48.107788
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.732107
ISIC_8417983
0
IP_4215006
60
female
anterior torso
2.62
TBP tile: close-up
3D: XP
18.173033
15.183399
24.758528
24.185494
30.712275
28.556501
53.72092
57.879831
26.915368
32.840308
4.897729
13.766048
0.689892
2.989634
0.573033
-5.92494
6.104151
6.499955
0.557878
Torso Front Top Half
Torso Front
2.22787
24.919842
1.66678
2.084688
8.211113
0.700885
1.699741
2.057888
0.195489
40
-99.391449
1,373.148682
72.473022
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
IL_8584572
Benign
Benign
null
null
null
null
null
null
99.999428
ISIC_2645288
0
IP_6422845
70
male
posterior torso
6.46
TBP tile: close-up
3D: white
20.74326
16.06791
26.92712
25.89661
33.99047
30.47642
52.3912
58.18189
50.26686
60.16822
14.44924
20.64544
1.478124
4.675347
1.030508
-9.901356
10.07239
7.185148
0.901469
Torso Back Top Third
Torso Back
2.927653
0.032303
3.345467
4.236388
17.27168
1.35107
2.829612
2.907414
0.252847
10
-37.10143
1,266.283
201.4017
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
98.987
ISIC_0702167
0
IP_0273153
50
male
posterior torso
2.82
TBP tile: close-up
3D: white
21.624895
17.232029
28.591338
27.210711
35.848302
32.208161
52.898169
57.654692
49.450954
58.835428
4.484894
15.328481
0.667568
4.392866
1.380627
-9.384474
9.626144
6.94926
0.708471
Torso Back Top Third
Torso Back
2.021651
25.031811
2.657405
2.317818
8.291358
0.87491
2.072176
2.200282
0.29078
110
37.892643
1,499.411865
125.033691
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999917
ISIC_1292854
0
IP_3162100
50
male
anterior torso
4.7
TBP tile: close-up
3D: XP
17.785803
9.266305
34.871948
33.517502
39.145722
34.774809
62.976972
74.545919
56.688907
71.452667
11.446801
15.473711
1.411467
8.519498
1.354446
-14.76376
14.912579
9.57988
0.677278
Torso Front Bottom Half
Torso Front
3.287671
99.097592
2.376492
3.354728
13.308812
0.838202
4.382852
2.491882
0.249284
95
-66.352402
1,032.405029
-89.388916
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999988
ISIC_9425613
0
IP_1959239
60
male
posterior torso
3.2
TBP tile: close-up
3D: XP
28.703275
24.983267
31.266404
29.02779
42.443681
38.298514
47.447357
49.282501
48.217715
54.860461
6.624132
16.695649
1.504602
3.720008
2.238614
-6.642746
7.411771
5.215629
0.532886
Torso Back Top Third
Torso Back
2.71219
2.399248
3.33072
4.646286
10.516377
1.593848
2.067922
2.426436
0.348039
70
5.043365
1,606.568237
-95.506592
Frazer Institute, The University of Queensland, Dermatology Research Centre
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.980289
ISIC_6635394
0
IP_8478332
75
male
lower extremity
3.49
TBP tile: close-up
3D: XP
28.38206
22.27198
30.45352
30.59874
41.62882
37.84606
47.01642
53.95016
36.99911
44.22552
3.996998
32.27393
0
6.110078
-0.145218
-7.226414
7.423666
6.267533
0.898135
Left Leg - Lower
Left Leg
2.102235
0.000431
7.846136
0
11.35777
0
2.150091
2.858088
0.574324
115
-251.0683
424.155
16.52155
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.31397
ISIC_6202874
0
IP_0963996
40
female
lower extremity
4.29
TBP tile: close-up
3D: white
23.483413
16.341052
24.114283
25.309543
33.659609
30.126449
45.759367
57.151779
50.835311
62.010965
8.388065
16.260373
0.955604
7.142361
-1.19526
-11.175654
11.355304
7.909972
0.833067
Left Leg - Upper
Left Leg
2.507549
91.697115
1.978724
2.569137
11.678744
0.762426
2.729884
2.005134
0.17623
130
-45.525604
651.533325
-33.914307
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.999809
ISIC_3714960
0
IP_4480584
35
male
posterior torso
10.95
TBP tile: close-up
3D: white
15.998077
14.465977
20.407112
25.22629
25.930459
29.079721
51.905465
60.167952
38.177115
51.929874
32.520173
27.019886
2.522279
1.532101
-4.819178
-13.752759
14.663022
11.745983
0.932249
Torso Back Top Third
Torso Back
3.971421
8.140323
4.052913
8.442796
29.642729
3.099783
5.395279
4.378097
0.191513
45
-214.827454
1,347.693359
99.543091
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
82.690412
ISIC_6937082
0
IP_8030518
70
male
anterior torso
3.1
TBP tile: close-up
3D: XP
16.25038
14.12314
27.70225
27.36672
32.11681
30.79611
59.60375
62.70311
38.88
44.21779
4.785138
18.28526
0.652842
2.127237
0.33553
-5.337794
5.597619
4.840605
0.788109
Torso Front Bottom Half
Torso Front
2.041757
0.093499
3.392304
1.746124
9.35401
0.514952
2.336133
1.462675
0.317241
175
158.6791
1,060.991
17.96887
University Hospital of Basel
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.7065
ISIC_0710071
0
IP_7272992
70
male
anterior torso
2.6
TBP tile: close-up
3D: white
16.98203
10.99197
29.25905
26.27859
33.83019
28.48487
59.86901
67.30111
49.80871
62.32243
4.240946
14.01734
2.003322
5.990056
2.980465
-12.51372
13.35481
9.183928
0.653151
Torso Front Top Half
Torso Front
2.054795
91.94465
1.783983
4.807884
7.710174
1.220076
5.295035
2.013931
0.205128
0
-86.20074
1,178.493
-87.89862
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.99985
ISIC_4529224
0
IP_1225710
60
male
posterior torso
3.97
TBP tile: close-up
3D: XP
19.705823
16.605127
20.290555
20.012631
28.284732
26.004531
45.837584
50.316408
22.420288
29.876763
11.428035
14.205695
1.500781
3.100696
0.277925
-7.456475
7.631658
8.527662
0.540123
Torso Back Middle Third
Torso Back
3.424658
82.155859
1.19451
4.209062
12.741396
1.311403
2.349997
1.650525
0.120915
60
-85.400421
1,208.306152
188.652527
Department of Dermatology, Hospital Clínic de Barcelona
CC-BY-NC
null
Benign
Benign
null
null
null
null
null
null
99.999726
ISIC_3388142
0
IP_3260480
50
male
upper extremity
3.56
TBP tile: close-up
3D: XP
15.990233
14.700124
22.917791
24.064525
27.944815
28.199202
55.095694
58.580793
23.07073
27.230421
5.441922
18.260027
0.642974
1.290109
-1.146734
-4.159691
4.465848
5.315582
0.781682
Right Arm - Lower
Right Arm
2.226012
0.936756
3.464333
2.4422
9.968432
0.979953
0.90128
1.512853
0.327586
95
464.685791
1,222.697754
-23.538635
ACEMID MIA
CC-0
null
Benign
Benign
null
null
null
null
null
null
98.615056
ISIC_7414304
0
IP_7152379
55
male
upper extremity
4.53
TBP tile: close-up
3D: white
20.07311
16.37807
31.77374
29.21841
37.58324
33.49562
57.71729
60.72765
66.72989
74.58147
5.760931
23.08439
1.643367
3.695036
2.555329
-7.851579
8.489876
5.03966
0.92515
Left Arm - Upper
Left Arm
1.776602
0.000789
4.749279
5.661791
11.53202
2.124971
3.746519
1.778035
0.382353
65
-285.231
1,390.506
30.0365
Memorial Sloan Kettering Cancer Center
CC-BY
null
Benign
Benign
null
null
null
null
null
null
99.86522