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_0031016
HAM_0001603
benign_keratosis-like_lesions
histo
70
male
back
null
ISIC_0031017
HAM_0005772
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0031024
HAM_0002677
benign_keratosis-like_lesions
consensus
50
male
abdomen
null
ISIC_0031037
HAM_0002303
benign_keratosis-like_lesions
histo
65
female
upper extremity
null
ISIC_0031050
HAM_0006868
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0031060
HAM_0005674
benign_keratosis-like_lesions
histo
70
female
back
null
ISIC_0031061
HAM_0004010
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0031078
HAM_0003943
benign_keratosis-like_lesions
histo
80
female
lower extremity
null
ISIC_0031088
HAM_0001430
benign_keratosis-like_lesions
consensus
45
female
abdomen
null
ISIC_0031125
HAM_0004713
benign_keratosis-like_lesions
consensus
60
female
trunk
null
ISIC_0031130
HAM_0006350
benign_keratosis-like_lesions
histo
50
female
chest
null
ISIC_0031132
HAM_0006064
benign_keratosis-like_lesions
consensus
75
male
back
null
ISIC_0031133
HAM_0007395
benign_keratosis-like_lesions
consensus
70
female
trunk
null
ISIC_0031138
HAM_0004908
benign_keratosis-like_lesions
histo
45
female
hand
null
ISIC_0031150
HAM_0001094
benign_keratosis-like_lesions
histo
70
female
upper extremity
null
ISIC_0031159
HAM_0005772
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0031168
HAM_0001245
benign_keratosis-like_lesions
histo
60
male
chest
null
ISIC_0031181
HAM_0001721
benign_keratosis-like_lesions
histo
40
male
face
null
ISIC_0031196
HAM_0000734
benign_keratosis-like_lesions
consensus
45
male
abdomen
null
ISIC_0031200
HAM_0006267
benign_keratosis-like_lesions
histo
50
female
back
null
ISIC_0031212
HAM_0001665
benign_keratosis-like_lesions
histo
50
male
lower extremity
null
ISIC_0031223
HAM_0002456
benign_keratosis-like_lesions
consensus
75
female
back
null
ISIC_0031226
HAM_0002209
benign_keratosis-like_lesions
consensus
70
male
trunk
null
ISIC_0031253
HAM_0000613
benign_keratosis-like_lesions
consensus
60
male
hand
null
ISIC_0031261
HAM_0004383
benign_keratosis-like_lesions
histo
75
male
face
null
ISIC_0031277
HAM_0003789
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0031287
HAM_0003205
benign_keratosis-like_lesions
histo
75
female
lower extremity
null
ISIC_0031289
HAM_0002722
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0031321
HAM_0007621
benign_keratosis-like_lesions
histo
70
male
back
null
ISIC_0031326
HAM_0007207
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0031329
HAM_0000835
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0031334
HAM_0006310
benign_keratosis-like_lesions
histo
80
male
face
null
ISIC_0031345
HAM_0002691
benign_keratosis-like_lesions
histo
80
female
hand
null
ISIC_0031349
HAM_0002042
benign_keratosis-like_lesions
confocal
75
female
face
null
ISIC_0031352
HAM_0004379
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0031362
HAM_0000105
benign_keratosis-like_lesions
consensus
70
female
trunk
null
ISIC_0031376
HAM_0005862
benign_keratosis-like_lesions
histo
65
female
face
null
ISIC_0031394
HAM_0000050
benign_keratosis-like_lesions
histo
60
male
upper extremity
null
ISIC_0031396
HAM_0004466
benign_keratosis-like_lesions
consensus
45
male
abdomen
null
ISIC_0031424
HAM_0004928
benign_keratosis-like_lesions
histo
65
male
neck
null
ISIC_0031428
HAM_0006277
benign_keratosis-like_lesions
consensus
55
male
scalp
null
ISIC_0031436
HAM_0006243
benign_keratosis-like_lesions
consensus
75
male
upper extremity
null
ISIC_0031449
HAM_0001536
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0031459
HAM_0004494
benign_keratosis-like_lesions
histo
60
female
neck
null
ISIC_0031464
HAM_0003943
benign_keratosis-like_lesions
histo
80
female
lower extremity
null
ISIC_0031465
HAM_0000821
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0031468
HAM_0003021
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0031485
HAM_0004641
benign_keratosis-like_lesions
histo
60
male
abdomen
null
ISIC_0031495
HAM_0004569
benign_keratosis-like_lesions
histo
40
male
upper extremity
null
ISIC_0031496
HAM_0001733
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0031511
HAM_0006601
benign_keratosis-like_lesions
consensus
80
male
abdomen
null
ISIC_0031519
HAM_0000149
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0031522
HAM_0005865
benign_keratosis-like_lesions
histo
70
male
chest
null
ISIC_0031528
HAM_0007590
benign_keratosis-like_lesions
confocal
40
male
unknown
null
ISIC_0031537
HAM_0003877
benign_keratosis-like_lesions
histo
60
female
back
null
ISIC_0031542
HAM_0003014
benign_keratosis-like_lesions
histo
45
male
upper extremity
null
ISIC_0031558
HAM_0001402
benign_keratosis-like_lesions
consensus
50
female
upper extremity
null
ISIC_0031577
HAM_0005338
benign_keratosis-like_lesions
consensus
45
female
upper extremity
null
ISIC_0031580
HAM_0005335
benign_keratosis-like_lesions
histo
40
male
upper extremity
null
ISIC_0031584
HAM_0004341
benign_keratosis-like_lesions
histo
70
female
scalp
null
ISIC_0031591
HAM_0004249
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0031593
HAM_0002169
benign_keratosis-like_lesions
histo
65
male
upper extremity
null
ISIC_0031600
HAM_0004912
benign_keratosis-like_lesions
confocal
70
male
face
null
ISIC_0031601
HAM_0001487
benign_keratosis-like_lesions
consensus
60
male
neck
null
ISIC_0031619
HAM_0005626
benign_keratosis-like_lesions
consensus
65
male
face
null
ISIC_0031620
HAM_0007431
benign_keratosis-like_lesions
histo
50
male
face
null
ISIC_0031624
HAM_0002092
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0031630
HAM_0003682
benign_keratosis-like_lesions
histo
55
female
face
null
ISIC_0031633
HAM_0001466
benign_keratosis-like_lesions
histo
75
male
ear
null
ISIC_0031639
HAM_0006558
benign_keratosis-like_lesions
histo
65
female
genital
null
ISIC_0031650
HAM_0003847
benign_keratosis-like_lesions
histo
85
male
upper extremity
null
ISIC_0031677
HAM_0002683
benign_keratosis-like_lesions
confocal
75
male
face
null
ISIC_0031691
HAM_0007010
benign_keratosis-like_lesions
histo
40
male
trunk
null
ISIC_0031702
HAM_0006827
benign_keratosis-like_lesions
histo
70
male
face
null
ISIC_0031707
HAM_0000383
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0031716
HAM_0002686
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0031753
HAM_0001480
benign_keratosis-like_lesions
histo
70
male
abdomen
null
ISIC_0031761
HAM_0000296
benign_keratosis-like_lesions
consensus
35
female
trunk
null
ISIC_0031766
HAM_0004945
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0031783
HAM_0002357
benign_keratosis-like_lesions
histo
70
male
neck
null
ISIC_0031808
HAM_0005275
benign_keratosis-like_lesions
histo
65
male
face
null
ISIC_0031812
HAM_0002335
benign_keratosis-like_lesions
histo
85
male
upper extremity
null
ISIC_0031819
HAM_0005527
benign_keratosis-like_lesions
histo
50
male
unknown
null
ISIC_0031825
HAM_0004453
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0031831
HAM_0004448
benign_keratosis-like_lesions
histo
70
male
face
null
ISIC_0031851
HAM_0004883
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0031853
HAM_0003789
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0031872
HAM_0000083
benign_keratosis-like_lesions
confocal
60
female
face
null
ISIC_0031876
HAM_0002810
benign_keratosis-like_lesions
histo
70
female
chest
null
ISIC_0031888
HAM_0003398
benign_keratosis-like_lesions
confocal
85
female
face
null
ISIC_0031893
HAM_0003881
benign_keratosis-like_lesions
consensus
70
female
face
null
ISIC_0031897
HAM_0000382
benign_keratosis-like_lesions
consensus
55
male
abdomen
null
ISIC_0031903
HAM_0003281
benign_keratosis-like_lesions
histo
70
male
upper extremity
null
ISIC_0031937
HAM_0000833
benign_keratosis-like_lesions
histo
40
male
face
null
ISIC_0031945
HAM_0006652
benign_keratosis-like_lesions
consensus
65
female
chest
null
ISIC_0031951
HAM_0001292
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0031961
HAM_0006173
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0031967
HAM_0004341
benign_keratosis-like_lesions
histo
70
female
scalp
null
ISIC_0031980
HAM_0001608
benign_keratosis-like_lesions
histo
65
male
face
null
ISIC_0031987
HAM_0001781
benign_keratosis-like_lesions
consensus
30
female
back