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j-shen
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ISIC2019-256-test

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id
stringlengths
12
12
age_approx
float64
0
85
⌀
anatom_site_general
stringclasses
8 values
sex
stringclasses
3 values
MEL
float64
0
1
NV
float64
0
1
BCC
float64
0
1
AK
float64
0
1
BKL
float64
0
1
DF
float64
0
1
VASC
float64
0
1
SCC
float64
0
1
UNK
float64
0
1
score_weight
float64
0
1
validation_weight
float64
0
1
image
imagewidth (px)
256
256
ISIC_0034321
60
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034322
70
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034323
70
lower extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034324
70
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034325
30
upper extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034326
80
head/neck
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034328
45
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034329
80
head/neck
male
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034330
40
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034331
75
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034332
60
upper extremity
male
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034333
65
upper extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034334
50
lower extremity
female
0
0
0
0
0
1
0
0
0
0
1
ISIC_0034335
45
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034336
50
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034337
35
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034338
70
lower extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034339
35
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034340
60
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034341
35
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034342
35
anterior torso
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034343
65
anterior torso
male
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034344
65
upper extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034345
60
head/neck
female
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034346
65
posterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034347
45
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034348
40
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034349
45
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034350
45
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034351
45
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034352
40
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034354
65
head/neck
female
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034355
70
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034356
50
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034357
45
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034359
65
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034360
80
anterior torso
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034361
65
posterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034362
65
lower extremity
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034363
60
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034364
65
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034365
50
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034366
80
nan
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034367
65
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034368
70
nan
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034369
45
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034370
60
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034371
60
head/neck
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034372
65
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034374
70
posterior torso
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034375
60
head/neck
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034376
50
lower extremity
female
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034377
50
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034378
70
head/neck
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034379
65
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034380
35
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034381
80
head/neck
male
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034382
65
lower extremity
female
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034383
65
upper extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034385
60
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034386
70
lower extremity
male
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034387
75
upper extremity
female
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034389
30
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034390
70
head/neck
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034391
35
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034392
75
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034393
45
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034394
65
lower extremity
female
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034395
45
posterior torso
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034396
60
lower extremity
female
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034397
55
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034398
50
posterior torso
female
1
0
0
0
0
0
0
0
0
0
1
ISIC_0034399
40
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034400
35
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034401
45
lower extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034402
80
upper extremity
female
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034403
20
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034404
85
anterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034405
65
posterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034406
70
upper extremity
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034407
35
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034408
40
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034409
65
posterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034410
60
upper extremity
male
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034411
60
head/neck
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034412
70
anterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034413
45
nan
male
0
0
0
0
1
0
0
0
0
0
1
ISIC_0034414
50
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034415
30
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034416
65
posterior torso
male
0
0
1
0
0
0
0
0
0
0
1
ISIC_0034417
55
lower extremity
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034418
55
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034419
50
nan
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034420
45
upper extremity
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034421
70
upper extremity
female
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034422
85
upper extremity
male
0
0
0
0
0
0
0
1
0
0
1
ISIC_0034423
50
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034424
55
nan
female
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034425
35
posterior torso
male
0
1
0
0
0
0
0
0
0
0
1
ISIC_0034426
65
nan
male
0
1
0
0
0
0
0
0
0
0
1
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Number of rows:
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