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_0034299
HAM_0007335
basal_cell_carcinoma
histo
60
male
upper extremity
null
ISIC_0034306
HAM_0002526
basal_cell_carcinoma
histo
75
male
trunk
null
ISIC_0024312
HAM_0001359
benign_keratosis-like_lesions
histo
75
male
lower extremity
null
ISIC_0024324
HAM_0000351
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0024336
HAM_0006732
benign_keratosis-like_lesions
histo
50
female
lower extremity
null
ISIC_0024337
HAM_0005136
benign_keratosis-like_lesions
consensus
50
female
lower extremity
null
ISIC_0024338
HAM_0002809
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0024358
HAM_0000933
benign_keratosis-like_lesions
histo
60
female
back
null
ISIC_0024381
HAM_0001057
benign_keratosis-like_lesions
histo
75
female
back
null
ISIC_0024382
HAM_0004632
benign_keratosis-like_lesions
confocal
70
male
face
null
ISIC_0024408
HAM_0004768
benign_keratosis-like_lesions
consensus
35
female
face
null
ISIC_0024409
HAM_0000835
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0024412
HAM_0003835
benign_keratosis-like_lesions
histo
35
male
back
null
ISIC_0024420
HAM_0006201
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0024422
HAM_0001605
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0024426
HAM_0001597
benign_keratosis-like_lesions
histo
50
male
back
null
ISIC_0024435
HAM_0003317
benign_keratosis-like_lesions
consensus
55
male
face
null
ISIC_0024446
HAM_0001475
benign_keratosis-like_lesions
histo
45
male
upper extremity
null
ISIC_0024453
HAM_0005514
benign_keratosis-like_lesions
histo
65
female
face
null
ISIC_0024471
HAM_0000299
benign_keratosis-like_lesions
histo
55
male
upper extremity
null
ISIC_0024477
HAM_0000259
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0024489
HAM_0000710
benign_keratosis-like_lesions
confocal
75
female
face
null
ISIC_0024490
HAM_0000985
benign_keratosis-like_lesions
consensus
75
male
face
null
ISIC_0024494
HAM_0002933
benign_keratosis-like_lesions
histo
55
female
chest
null
ISIC_0024495
HAM_0006466
benign_keratosis-like_lesions
histo
45
female
lower extremity
null
ISIC_0024498
HAM_0002462
benign_keratosis-like_lesions
consensus
70
male
face
null
ISIC_0024505
HAM_0000364
benign_keratosis-like_lesions
histo
40
female
face
null
ISIC_0024547
HAM_0005790
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0024581
HAM_0001995
benign_keratosis-like_lesions
histo
40
male
lower extremity
null
ISIC_0024592
HAM_0000236
benign_keratosis-like_lesions
histo
40
female
abdomen
null
ISIC_0024602
HAM_0002984
benign_keratosis-like_lesions
consensus
75
female
face
null
ISIC_0024612
HAM_0000383
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0024623
HAM_0003458
benign_keratosis-like_lesions
histo
85
female
chest
null
ISIC_0024635
HAM_0003410
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0024643
HAM_0005101
benign_keratosis-like_lesions
consensus
35
male
abdomen
null
ISIC_0024676
HAM_0007513
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0024696
HAM_0001082
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0024705
HAM_0007355
benign_keratosis-like_lesions
confocal
45
female
face
null
ISIC_0024708
HAM_0003868
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0024709
HAM_0004832
benign_keratosis-like_lesions
histo
65
female
hand
null
ISIC_0024711
HAM_0004947
benign_keratosis-like_lesions
histo
75
male
abdomen
null
ISIC_0024726
HAM_0005125
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0024740
HAM_0005420
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0024741
HAM_0000770
benign_keratosis-like_lesions
histo
75
male
lower extremity
null
ISIC_0024748
HAM_0003420
benign_keratosis-like_lesions
histo
45
male
abdomen
null
ISIC_0024758
HAM_0005968
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0024760
HAM_0003856
benign_keratosis-like_lesions
histo
50
male
upper extremity
null
ISIC_0024761
HAM_0005053
benign_keratosis-like_lesions
histo
65
male
face
null
ISIC_0024770
HAM_0000106
benign_keratosis-like_lesions
consensus
50
male
face
null
ISIC_0024772
HAM_0002400
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0024773
HAM_0000844
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0024774
HAM_0002903
benign_keratosis-like_lesions
confocal
35
female
face
null
ISIC_0024782
HAM_0004004
benign_keratosis-like_lesions
consensus
65
female
chest
null
ISIC_0024786
HAM_0002227
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0024814
HAM_0005896
benign_keratosis-like_lesions
confocal
50
female
face
null
ISIC_0024825
HAM_0000893
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0024832
HAM_0001773
benign_keratosis-like_lesions
histo
40
female
face
null
ISIC_0024839
HAM_0000425
benign_keratosis-like_lesions
histo
50
male
scalp
null
ISIC_0024850
HAM_0007393
benign_keratosis-like_lesions
consensus
55
female
face
null
ISIC_0024851
HAM_0007078
benign_keratosis-like_lesions
histo
85
male
back
null
ISIC_0024877
HAM_0003574
benign_keratosis-like_lesions
confocal
50
male
face
null
ISIC_0024880
HAM_0005157
benign_keratosis-like_lesions
histo
40
male
chest
null
ISIC_0024881
HAM_0004696
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0024883
HAM_0006541
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0024890
HAM_0007439
benign_keratosis-like_lesions
histo
60
female
upper extremity
null
ISIC_0024893
HAM_0002058
benign_keratosis-like_lesions
histo
65
female
ear
null
ISIC_0024909
HAM_0002757
benign_keratosis-like_lesions
consensus
85
female
face
null
ISIC_0024910
HAM_0000238
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0024943
HAM_0006988
benign_keratosis-like_lesions
consensus
75
female
face
null
ISIC_0024947
HAM_0001721
benign_keratosis-like_lesions
histo
40
male
face
null
ISIC_0024970
HAM_0001815
benign_keratosis-like_lesions
histo
85
male
chest
null
ISIC_0024971
HAM_0005325
benign_keratosis-like_lesions
histo
50
male
neck
null
ISIC_0024981
HAM_0005612
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0024982
HAM_0005199
benign_keratosis-like_lesions
histo
55
male
face
null
ISIC_0024997
HAM_0006343
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0025005
HAM_0002462
benign_keratosis-like_lesions
consensus
70
male
face
null
ISIC_0025016
HAM_0007125
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0025030
HAM_0000118
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0025032
HAM_0004500
benign_keratosis-like_lesions
histo
75
female
back
null
ISIC_0025033
HAM_0003301
benign_keratosis-like_lesions
histo
60
male
back
null
ISIC_0025038
HAM_0005743
benign_keratosis-like_lesions
confocal
60
female
face
null
ISIC_0025040
HAM_0006541
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0025063
HAM_0002985
benign_keratosis-like_lesions
histo
85
male
face
null
ISIC_0025064
HAM_0006541
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0025066
HAM_0002749
benign_keratosis-like_lesions
histo
60
male
upper extremity
null
ISIC_0025068
HAM_0000542
benign_keratosis-like_lesions
histo
80
male
face
null
ISIC_0025075
HAM_0007563
benign_keratosis-like_lesions
histo
60
male
upper extremity
null
ISIC_0025076
HAM_0007409
benign_keratosis-like_lesions
histo
50
male
upper extremity
null
ISIC_0025083
HAM_0003015
benign_keratosis-like_lesions
histo
55
male
back
null
ISIC_0025086
HAM_0004050
benign_keratosis-like_lesions
histo
75
female
lower extremity
null
ISIC_0025099
HAM_0004641
benign_keratosis-like_lesions
histo
60
male
abdomen
null
ISIC_0025103
HAM_0001529
benign_keratosis-like_lesions
consensus
70
female
face
null
ISIC_0025113
HAM_0000149
benign_keratosis-like_lesions
histo
70
female
lower extremity
null
ISIC_0025131
HAM_0006124
benign_keratosis-like_lesions
consensus
75
female
back
null
ISIC_0025136
HAM_0000308
benign_keratosis-like_lesions
histo
55
female
abdomen
null
ISIC_0025140
HAM_0000907
benign_keratosis-like_lesions
histo
75
male
ear
null
ISIC_0025157
HAM_0004491
benign_keratosis-like_lesions
histo
45
male
face
null
ISIC_0025180
HAM_0003265
benign_keratosis-like_lesions
histo
35
female
chest
null
ISIC_0025199
HAM_0003206
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0025209
HAM_0005132
benign_keratosis-like_lesions
histo
70
female
back