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_0031989
HAM_0007100
benign_keratosis-like_lesions
histo
50
male
face
null
ISIC_0032006
HAM_0003452
benign_keratosis-like_lesions
histo
75
male
chest
null
ISIC_0032013
HAM_0002299
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0032024
HAM_0002303
benign_keratosis-like_lesions
histo
65
female
upper extremity
null
ISIC_0032031
HAM_0005967
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0032040
HAM_0000237
benign_keratosis-like_lesions
histo
80
male
lower extremity
null
ISIC_0032043
HAM_0005420
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0032045
HAM_0001057
benign_keratosis-like_lesions
histo
75
female
back
null
ISIC_0032051
HAM_0001947
benign_keratosis-like_lesions
histo
50
male
chest
null
ISIC_0032063
HAM_0006630
benign_keratosis-like_lesions
histo
50
male
trunk
null
ISIC_0032099
HAM_0002455
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0032103
HAM_0000893
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0032111
HAM_0006064
benign_keratosis-like_lesions
consensus
75
male
back
null
ISIC_0032113
HAM_0003393
benign_keratosis-like_lesions
consensus
45
female
face
null
ISIC_0032116
HAM_0003275
benign_keratosis-like_lesions
histo
75
female
chest
null
ISIC_0032123
HAM_0006170
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0032124
HAM_0002536
benign_keratosis-like_lesions
consensus
70
female
trunk
null
ISIC_0032128
HAM_0004884
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0032129
HAM_0007571
benign_keratosis-like_lesions
histo
70
male
chest
null
ISIC_0032156
HAM_0007521
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0032159
HAM_0004632
benign_keratosis-like_lesions
confocal
70
male
face
null
ISIC_0032168
HAM_0006143
benign_keratosis-like_lesions
histo
60
female
upper extremity
null
ISIC_0032170
HAM_0004543
benign_keratosis-like_lesions
consensus
0
female
back
null
ISIC_0032179
HAM_0005903
benign_keratosis-like_lesions
consensus
65
male
upper extremity
null
ISIC_0032200
HAM_0002169
benign_keratosis-like_lesions
histo
65
male
upper extremity
null
ISIC_0032215
HAM_0002050
benign_keratosis-like_lesions
histo
40
male
scalp
null
ISIC_0032230
HAM_0000744
benign_keratosis-like_lesions
histo
70
male
face
null
ISIC_0032235
HAM_0002268
benign_keratosis-like_lesions
histo
70
female
upper extremity
null
ISIC_0032249
HAM_0005834
benign_keratosis-like_lesions
consensus
45
male
lower extremity
null
ISIC_0032271
HAM_0002371
benign_keratosis-like_lesions
consensus
50
male
chest
null
ISIC_0032280
HAM_0002839
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032283
HAM_0003021
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0032303
HAM_0000893
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0032304
HAM_0006558
benign_keratosis-like_lesions
histo
65
female
genital
null
ISIC_0032306
HAM_0001853
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0032315
HAM_0005463
benign_keratosis-like_lesions
consensus
45
male
back
null
ISIC_0032325
HAM_0002184
benign_keratosis-like_lesions
histo
70
male
scalp
null
ISIC_0032330
HAM_0000090
benign_keratosis-like_lesions
consensus
65
female
trunk
null
ISIC_0032335
HAM_0005498
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0032348
HAM_0006294
benign_keratosis-like_lesions
histo
75
female
chest
null
ISIC_0032358
HAM_0006267
benign_keratosis-like_lesions
histo
50
female
back
null
ISIC_0032359
HAM_0002419
benign_keratosis-like_lesions
consensus
75
female
trunk
null
ISIC_0032365
HAM_0003206
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032373
HAM_0001493
benign_keratosis-like_lesions
histo
70
female
chest
null
ISIC_0032382
HAM_0001417
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0032395
HAM_0005967
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0032417
HAM_0001949
benign_keratosis-like_lesions
histo
70
male
trunk
null
ISIC_0032445
HAM_0006173
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0032456
HAM_0003015
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0032460
HAM_0006876
benign_keratosis-like_lesions
consensus
70
male
back
null
ISIC_0032463
HAM_0003326
benign_keratosis-like_lesions
histo
75
male
lower extremity
null
ISIC_0032481
HAM_0002769
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0032486
HAM_0002121
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0032498
HAM_0001011
benign_keratosis-like_lesions
consensus
55
male
face
null
ISIC_0032508
HAM_0000527
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0032513
HAM_0007101
benign_keratosis-like_lesions
histo
60
male
lower extremity
null
ISIC_0032534
HAM_0004332
benign_keratosis-like_lesions
histo
55
male
trunk
null
ISIC_0032553
HAM_0000802
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032556
HAM_0006654
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0032567
HAM_0003927
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032570
HAM_0006801
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032576
HAM_0000790
benign_keratosis-like_lesions
histo
75
male
face
null
ISIC_0032618
HAM_0007101
benign_keratosis-like_lesions
histo
60
male
lower extremity
null
ISIC_0032636
HAM_0001772
benign_keratosis-like_lesions
consensus
85
male
back
null
ISIC_0032643
HAM_0004142
benign_keratosis-like_lesions
consensus
80
male
trunk
null
ISIC_0032654
HAM_0000790
benign_keratosis-like_lesions
histo
75
male
face
null
ISIC_0032655
HAM_0003807
benign_keratosis-like_lesions
consensus
40
male
unknown
null
ISIC_0032665
HAM_0002928
benign_keratosis-like_lesions
histo
80
male
trunk
null
ISIC_0032675
HAM_0004091
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0032681
HAM_0000208
benign_keratosis-like_lesions
consensus
70
male
scalp
null
ISIC_0032688
HAM_0006801
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032694
HAM_0000208
benign_keratosis-like_lesions
consensus
70
male
scalp
null
ISIC_0032719
HAM_0006673
benign_keratosis-like_lesions
consensus
60
female
face
null
ISIC_0032725
HAM_0007384
benign_keratosis-like_lesions
histo
65
female
face
null
ISIC_0032732
HAM_0005299
benign_keratosis-like_lesions
histo
55
female
lower extremity
null
ISIC_0032740
HAM_0001561
benign_keratosis-like_lesions
consensus
null
unknown
unknown
null
ISIC_0032756
HAM_0003927
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032757
HAM_0000527
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0032763
HAM_0006528
benign_keratosis-like_lesions
consensus
70
female
back
null
ISIC_0032773
HAM_0000571
benign_keratosis-like_lesions
consensus
70
male
back
null
ISIC_0032776
HAM_0001954
benign_keratosis-like_lesions
histo
55
male
trunk
null
ISIC_0032778
HAM_0005299
benign_keratosis-like_lesions
histo
55
female
lower extremity
null
ISIC_0032804
HAM_0006026
benign_keratosis-like_lesions
consensus
85
male
back
null
ISIC_0032826
HAM_0000581
benign_keratosis-like_lesions
histo
40
female
chest
null
ISIC_0032827
HAM_0006003
benign_keratosis-like_lesions
consensus
85
female
lower extremity
null
ISIC_0032829
HAM_0003845
benign_keratosis-like_lesions
histo
40
female
trunk
null
ISIC_0032835
HAM_0004788
benign_keratosis-like_lesions
consensus
85
male
trunk
null
ISIC_0032842
HAM_0007101
benign_keratosis-like_lesions
histo
60
male
lower extremity
null
ISIC_0032843
HAM_0005749
benign_keratosis-like_lesions
consensus
85
male
back
null
ISIC_0032863
HAM_0004975
benign_keratosis-like_lesions
histo
85
male
chest
null
ISIC_0032876
HAM_0001309
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0032877
HAM_0003770
benign_keratosis-like_lesions
histo
80
male
face
null
ISIC_0032883
HAM_0002327
benign_keratosis-like_lesions
histo
60
female
neck
null
ISIC_0032898
HAM_0007341
benign_keratosis-like_lesions
histo
50
female
lower extremity
null
ISIC_0032929
HAM_0003321
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0032949
HAM_0006085
benign_keratosis-like_lesions
histo
85
female
face
null
ISIC_0032963
HAM_0003321
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0032967
HAM_0000754
benign_keratosis-like_lesions
consensus
50
male
back
null
ISIC_0032978
HAM_0000779
benign_keratosis-like_lesions
histo
70
male
chest
null
ISIC_0032983
HAM_0002008
benign_keratosis-like_lesions
histo
60
female
face