image
dict
image_id
stringlengths
12
12
lesion_id
stringlengths
11
11
dx
stringclasses
7 values
dx_type
stringclasses
4 values
age
float64
0
85
sex
stringclasses
3 values
localization
stringclasses
15 values
null
ISIC_0027037
HAM_0003140
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0027041
HAM_0003049
benign_keratosis-like_lesions
consensus
75
male
hand
null
ISIC_0027042
HAM_0002078
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0027053
HAM_0003847
benign_keratosis-like_lesions
histo
85
male
upper extremity
null
ISIC_0027064
HAM_0000398
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0027068
HAM_0007296
benign_keratosis-like_lesions
histo
65
female
upper extremity
null
ISIC_0027083
HAM_0007381
benign_keratosis-like_lesions
consensus
85
female
face
null
ISIC_0027094
HAM_0001292
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0027139
HAM_0005440
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0027142
HAM_0004322
benign_keratosis-like_lesions
consensus
55
male
trunk
null
ISIC_0027151
HAM_0007179
benign_keratosis-like_lesions
histo
0
female
back
null
ISIC_0027154
HAM_0005415
benign_keratosis-like_lesions
confocal
80
male
face
null
ISIC_0027162
HAM_0004905
benign_keratosis-like_lesions
confocal
70
male
face
null
ISIC_0027192
HAM_0001024
benign_keratosis-like_lesions
histo
45
male
face
null
ISIC_0027194
HAM_0004224
benign_keratosis-like_lesions
confocal
80
male
face
null
ISIC_0027202
HAM_0001011
benign_keratosis-like_lesions
consensus
55
male
face
null
ISIC_0027218
HAM_0001738
benign_keratosis-like_lesions
histo
50
female
lower extremity
null
ISIC_0027219
HAM_0000202
benign_keratosis-like_lesions
histo
50
male
face
null
ISIC_0027239
HAM_0004422
benign_keratosis-like_lesions
histo
70
female
upper extremity
null
ISIC_0027270
HAM_0000835
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0027275
HAM_0002280
benign_keratosis-like_lesions
consensus
50
male
abdomen
null
ISIC_0027279
HAM_0006009
benign_keratosis-like_lesions
consensus
65
male
face
null
ISIC_0027287
HAM_0002933
benign_keratosis-like_lesions
histo
55
female
chest
null
ISIC_0027295
HAM_0003913
benign_keratosis-like_lesions
histo
60
male
hand
null
ISIC_0027310
HAM_0003301
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0027320
HAM_0004506
benign_keratosis-like_lesions
histo
85
female
neck
null
ISIC_0027326
HAM_0005874
benign_keratosis-like_lesions
consensus
75
male
abdomen
null
ISIC_0027332
HAM_0003582
benign_keratosis-like_lesions
consensus
70
female
trunk
null
ISIC_0027335
HAM_0006670
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0027344
HAM_0003069
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0027354
HAM_0007359
benign_keratosis-like_lesions
histo
55
female
chest
null
ISIC_0027367
HAM_0005022
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0027370
HAM_0004308
benign_keratosis-like_lesions
consensus
50
female
back
null
ISIC_0027374
HAM_0004690
benign_keratosis-like_lesions
histo
70
female
back
null
ISIC_0027388
HAM_0002192
benign_keratosis-like_lesions
histo
80
female
lower extremity
null
ISIC_0027392
HAM_0002193
benign_keratosis-like_lesions
histo
85
male
upper extremity
null
ISIC_0027394
HAM_0006472
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0027419
HAM_0000118
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0027428
HAM_0003691
benign_keratosis-like_lesions
consensus
75
female
back
null
ISIC_0027437
HAM_0004125
benign_keratosis-like_lesions
histo
65
female
neck
null
ISIC_0027451
HAM_0000207
benign_keratosis-like_lesions
histo
75
female
chest
null
ISIC_0027454
HAM_0000245
benign_keratosis-like_lesions
histo
75
female
back
null
ISIC_0027455
HAM_0004673
benign_keratosis-like_lesions
histo
50
male
back
null
ISIC_0027463
HAM_0003559
benign_keratosis-like_lesions
consensus
75
male
face
null
ISIC_0027470
HAM_0002548
benign_keratosis-like_lesions
histo
50
female
lower extremity
null
ISIC_0027504
HAM_0004660
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0027509
HAM_0001725
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0027513
HAM_0004748
benign_keratosis-like_lesions
histo
55
male
upper extremity
null
ISIC_0027527
HAM_0001979
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0027533
HAM_0001417
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0027559
HAM_0004768
benign_keratosis-like_lesions
consensus
35
female
face
null
ISIC_0027584
HAM_0001546
benign_keratosis-like_lesions
histo
45
male
chest
null
ISIC_0027606
HAM_0002306
benign_keratosis-like_lesions
histo
65
male
upper extremity
null
ISIC_0027608
HAM_0005610
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0027612
HAM_0001990
benign_keratosis-like_lesions
consensus
55
male
abdomen
null
ISIC_0027652
HAM_0004958
benign_keratosis-like_lesions
histo
70
male
neck
null
ISIC_0027680
HAM_0004677
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0027681
HAM_0006531
benign_keratosis-like_lesions
histo
85
male
face
null
ISIC_0027706
HAM_0005596
benign_keratosis-like_lesions
histo
30
female
face
null
ISIC_0027710
HAM_0001062
benign_keratosis-like_lesions
consensus
50
male
trunk
null
ISIC_0027713
HAM_0001562
benign_keratosis-like_lesions
histo
80
male
face
null
ISIC_0027735
HAM_0005896
benign_keratosis-like_lesions
confocal
50
female
face
null
ISIC_0027737
HAM_0002903
benign_keratosis-like_lesions
confocal
35
female
face
null
ISIC_0027739
HAM_0006325
benign_keratosis-like_lesions
histo
50
male
lower extremity
null
ISIC_0027747
HAM_0005932
benign_keratosis-like_lesions
consensus
55
male
back
null
ISIC_0027754
HAM_0002535
benign_keratosis-like_lesions
histo
50
female
face
null
ISIC_0027760
HAM_0003766
benign_keratosis-like_lesions
histo
80
male
face
null
ISIC_0027770
HAM_0004463
benign_keratosis-like_lesions
histo
75
male
face
null
ISIC_0027771
HAM_0000933
benign_keratosis-like_lesions
histo
60
female
back
null
ISIC_0027780
HAM_0007332
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0027781
HAM_0005693
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0027796
HAM_0000745
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0027801
HAM_0003840
benign_keratosis-like_lesions
histo
55
female
face
null
ISIC_0027806
HAM_0001273
benign_keratosis-like_lesions
histo
80
female
back
null
ISIC_0027811
HAM_0006346
benign_keratosis-like_lesions
confocal
50
male
face
null
ISIC_0027815
HAM_0005388
benign_keratosis-like_lesions
histo
80
male
chest
null
ISIC_0027820
HAM_0001310
benign_keratosis-like_lesions
consensus
50
male
face
null
ISIC_0027826
HAM_0005278
benign_keratosis-like_lesions
consensus
75
female
face
null
ISIC_0027828
HAM_0002521
benign_keratosis-like_lesions
histo
40
male
upper extremity
null
ISIC_0027831
HAM_0001678
benign_keratosis-like_lesions
consensus
60
male
face
null
ISIC_0027850
HAM_0001466
benign_keratosis-like_lesions
histo
75
male
ear
null
ISIC_0027859
HAM_0000001
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0027875
HAM_0001429
benign_keratosis-like_lesions
consensus
80
male
abdomen
null
ISIC_0027893
HAM_0000237
benign_keratosis-like_lesions
histo
80
male
lower extremity
null
ISIC_0027905
HAM_0006770
benign_keratosis-like_lesions
consensus
70
female
back
null
ISIC_0027916
HAM_0005952
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0027953
HAM_0006907
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0027954
HAM_0002034
benign_keratosis-like_lesions
consensus
5
male
abdomen
null
ISIC_0027957
HAM_0001665
benign_keratosis-like_lesions
histo
50
male
lower extremity
null
ISIC_0027960
HAM_0003569
benign_keratosis-like_lesions
histo
75
male
unknown
null
ISIC_0027967
HAM_0002809
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0027969
HAM_0006170
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0027973
HAM_0002358
benign_keratosis-like_lesions
histo
85
female
face
null
ISIC_0027982
HAM_0004423
benign_keratosis-like_lesions
histo
65
female
upper extremity
null
ISIC_0027989
HAM_0000113
benign_keratosis-like_lesions
histo
75
female
hand
null
ISIC_0027990
HAM_0001073
benign_keratosis-like_lesions
histo
55
male
scalp
null
ISIC_0027991
HAM_0002722
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0027996
HAM_0003152
benign_keratosis-like_lesions
histo
40
female
face
null
ISIC_0028020
HAM_0003090
benign_keratosis-like_lesions
histo
50
female
lower extremity
null
ISIC_0028043
HAM_0000979
benign_keratosis-like_lesions
histo
70
male
scalp