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_0024329
HAM_0002954
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0024372
HAM_0005389
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0024418
HAM_0003380
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0024450
HAM_0005505
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0024463
HAM_0004568
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0024468
HAM_0006301
actinic_keratoses
histo
75
male
neck
null
ISIC_0024470
HAM_0006220
actinic_keratoses
histo
60
male
upper extremity
null
ISIC_0024511
HAM_0001505
actinic_keratoses
histo
55
female
face
null
ISIC_0024517
HAM_0001894
actinic_keratoses
histo
65
male
back
null
ISIC_0024522
HAM_0005650
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0024539
HAM_0002551
actinic_keratoses
histo
70
male
face
null
ISIC_0024562
HAM_0002745
actinic_keratoses
histo
75
male
chest
null
ISIC_0024575
HAM_0004722
actinic_keratoses
histo
70
female
upper extremity
null
ISIC_0024579
HAM_0000005
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0024646
HAM_0006252
actinic_keratoses
histo
70
female
face
null
ISIC_0024654
HAM_0005705
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0024707
HAM_0005448
actinic_keratoses
histo
60
male
face
null
ISIC_0024710
HAM_0004609
actinic_keratoses
histo
75
male
back
null
ISIC_0024763
HAM_0006524
actinic_keratoses
histo
65
male
ear
null
ISIC_0024771
HAM_0006301
actinic_keratoses
histo
75
male
neck
null
ISIC_0024800
HAM_0007088
actinic_keratoses
histo
50
male
back
null
ISIC_0024843
HAM_0004376
actinic_keratoses
histo
70
female
face
null
ISIC_0024913
HAM_0001495
actinic_keratoses
histo
85
male
back
null
ISIC_0024923
HAM_0001004
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0024925
HAM_0006592
actinic_keratoses
histo
75
male
abdomen
null
ISIC_0024946
HAM_0005264
actinic_keratoses
histo
45
male
back
null
ISIC_0024948
HAM_0004034
actinic_keratoses
histo
55
female
face
null
ISIC_0025029
HAM_0003105
actinic_keratoses
histo
75
female
upper extremity
null
ISIC_0025069
HAM_0006222
actinic_keratoses
histo
75
male
upper extremity
null
ISIC_0025089
HAM_0002705
actinic_keratoses
histo
65
male
scalp
null
ISIC_0025130
HAM_0000718
actinic_keratoses
histo
80
female
face
null
ISIC_0025178
HAM_0005282
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0025182
HAM_0006213
actinic_keratoses
histo
60
female
hand
null
ISIC_0025196
HAM_0005924
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0025247
HAM_0005231
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0025264
HAM_0007623
actinic_keratoses
histo
75
male
back
null
ISIC_0025319
HAM_0003195
actinic_keratoses
histo
80
male
chest
null
ISIC_0025331
HAM_0001258
actinic_keratoses
histo
80
male
face
null
ISIC_0025350
HAM_0005701
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0025358
HAM_0004398
actinic_keratoses
histo
60
female
face
null
ISIC_0025368
HAM_0004472
actinic_keratoses
histo
40
female
face
null
ISIC_0025411
HAM_0002158
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0025427
HAM_0001416
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0025471
HAM_0001967
actinic_keratoses
histo
85
male
chest
null
ISIC_0025539
HAM_0000967
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0025577
HAM_0000005
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0025605
HAM_0007047
actinic_keratoses
histo
60
female
lower extremity
null
ISIC_0025637
HAM_0001460
actinic_keratoses
histo
75
male
face
null
ISIC_0025696
HAM_0002472
actinic_keratoses
histo
60
male
face
null
ISIC_0025712
HAM_0005117
actinic_keratoses
histo
70
female
chest
null
ISIC_0025780
HAM_0006587
actinic_keratoses
histo
70
male
face
null
ISIC_0025790
HAM_0001004
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0025803
HAM_0005024
actinic_keratoses
histo
80
male
face
null
ISIC_0025808
HAM_0002261
actinic_keratoses
histo
50
male
back
null
ISIC_0025811
HAM_0005255
actinic_keratoses
histo
55
male
upper extremity
null
ISIC_0025825
HAM_0002232
actinic_keratoses
histo
80
female
face
null
ISIC_0025831
HAM_0004012
actinic_keratoses
histo
65
female
face
null
ISIC_0025948
HAM_0002672
actinic_keratoses
histo
75
male
face
null
ISIC_0025953
HAM_0002461
actinic_keratoses
histo
65
male
face
null
ISIC_0025957
HAM_0007047
actinic_keratoses
histo
60
female
lower extremity
null
ISIC_0025992
HAM_0005480
actinic_keratoses
histo
65
male
face
null
ISIC_0026014
HAM_0002882
actinic_keratoses
histo
85
male
lower extremity
null
ISIC_0026040
HAM_0006252
actinic_keratoses
histo
70
female
face
null
ISIC_0026083
HAM_0000552
actinic_keratoses
histo
55
male
lower extremity
null
ISIC_0026100
HAM_0000954
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0026132
HAM_0004992
actinic_keratoses
histo
70
male
chest
null
ISIC_0026149
HAM_0005480
actinic_keratoses
histo
65
male
face
null
ISIC_0026152
HAM_0000549
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0026171
HAM_0000356
actinic_keratoses
histo
60
female
face
null
ISIC_0026178
HAM_0007349
actinic_keratoses
histo
60
male
back
null
ISIC_0026194
HAM_0003910
actinic_keratoses
histo
30
male
face
null
ISIC_0026203
HAM_0003895
actinic_keratoses
histo
70
male
back
null
ISIC_0026206
HAM_0000490
actinic_keratoses
histo
85
male
lower extremity
null
ISIC_0026212
HAM_0003262
actinic_keratoses
histo
45
male
face
null
ISIC_0026319
HAM_0003195
actinic_keratoses
histo
80
male
chest
null
ISIC_0026362
HAM_0005301
actinic_keratoses
histo
60
female
upper extremity
null
ISIC_0026388
HAM_0003105
actinic_keratoses
histo
75
female
upper extremity
null
ISIC_0026411
HAM_0004846
actinic_keratoses
histo
70
female
hand
null
ISIC_0026457
HAM_0007303
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0026466
HAM_0000456
actinic_keratoses
histo
65
female
upper extremity
null
ISIC_0026468
HAM_0001023
actinic_keratoses
histo
50
male
hand
null
ISIC_0026492
HAM_0006481
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0026522
HAM_0005505
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0026525
HAM_0001048
actinic_keratoses
histo
45
male
face
null
ISIC_0026549
HAM_0002307
actinic_keratoses
histo
75
male
chest
null
ISIC_0026575
HAM_0006875
actinic_keratoses
histo
80
male
face
null
ISIC_0026625
HAM_0005354
actinic_keratoses
histo
60
male
face
null
ISIC_0026650
HAM_0000545
actinic_keratoses
histo
70
male
face
null
ISIC_0026702
HAM_0005228
actinic_keratoses
histo
80
female
face
null
ISIC_0026709
HAM_0001565
actinic_keratoses
histo
60
female
face
null
ISIC_0026720
HAM_0000688
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0026729
HAM_0006560
actinic_keratoses
histo
50
male
face
null
ISIC_0026765
HAM_0001474
actinic_keratoses
histo
55
female
chest
null
ISIC_0026848
HAM_0007308
actinic_keratoses
histo
55
male
face
null
ISIC_0026857
HAM_0004363
actinic_keratoses
histo
55
male
face
null
ISIC_0026905
HAM_0006180
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0026927
HAM_0003501
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0026981
HAM_0000909
actinic_keratoses
histo
55
male
lower extremity
null
ISIC_0026984
HAM_0001903
actinic_keratoses
histo
50
male
face
null
ISIC_0026992
HAM_0003146
actinic_keratoses
histo
85
male
upper extremity