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_0029830
HAM_0006024
actinic_keratoses
histo
60
male
face
null
ISIC_0029840
HAM_0004809
actinic_keratoses
histo
60
male
face
null
ISIC_0029851
HAM_0000769
actinic_keratoses
histo
80
male
lower extremity
null
ISIC_0029860
HAM_0001967
actinic_keratoses
histo
85
male
chest
null
ISIC_0029900
HAM_0005551
actinic_keratoses
histo
60
male
face
null
ISIC_0029915
HAM_0006002
actinic_keratoses
histo
50
female
face
null
ISIC_0029930
HAM_0005889
actinic_keratoses
histo
70
female
face
null
ISIC_0029932
HAM_0004722
actinic_keratoses
histo
70
female
upper extremity
null
ISIC_0030036
HAM_0007008
actinic_keratoses
histo
60
male
hand
null
ISIC_0030076
HAM_0007085
actinic_keratoses
histo
85
female
upper extremity
null
ISIC_0030133
HAM_0001152
actinic_keratoses
histo
65
male
face
null
ISIC_0030142
HAM_0006434
actinic_keratoses
histo
60
male
lower extremity
null
ISIC_0030143
HAM_0005978
actinic_keratoses
histo
65
female
face
null
ISIC_0030158
HAM_0005255
actinic_keratoses
histo
55
male
upper extremity
null
ISIC_0030175
HAM_0003051
actinic_keratoses
histo
85
female
upper extremity
null
ISIC_0030191
HAM_0003161
actinic_keratoses
histo
60
female
lower extremity
null
ISIC_0030242
HAM_0006898
actinic_keratoses
histo
80
male
scalp
null
ISIC_0030245
HAM_0004780
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0030280
HAM_0003633
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0030297
HAM_0001621
actinic_keratoses
histo
70
female
face
null
ISIC_0030341
HAM_0004558
actinic_keratoses
histo
70
female
back
null
ISIC_0030344
HAM_0007199
actinic_keratoses
histo
55
female
face
null
ISIC_0030375
HAM_0007037
actinic_keratoses
histo
65
male
face
null
ISIC_0030387
HAM_0005650
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0030408
HAM_0002061
actinic_keratoses
histo
80
male
scalp
null
ISIC_0030463
HAM_0004655
actinic_keratoses
histo
70
female
face
null
ISIC_0030487
HAM_0000688
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0030491
HAM_0002441
actinic_keratoses
histo
80
male
scalp
null
ISIC_0030549
HAM_0002094
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0030586
HAM_0006875
actinic_keratoses
histo
80
male
face
null
ISIC_0030591
HAM_0000005
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0030602
HAM_0007555
actinic_keratoses
histo
60
male
upper extremity
null
ISIC_0030655
HAM_0000356
actinic_keratoses
histo
60
female
face
null
ISIC_0030707
HAM_0001890
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0030714
HAM_0003989
actinic_keratoses
histo
70
female
face
null
ISIC_0030730
HAM_0004592
actinic_keratoses
histo
60
female
face
null
ISIC_0030785
HAM_0004609
actinic_keratoses
histo
75
male
back
null
ISIC_0030794
HAM_0002185
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0030803
HAM_0004012
actinic_keratoses
histo
65
female
face
null
ISIC_0030821
HAM_0006604
actinic_keratoses
histo
75
male
neck
null
ISIC_0030825
HAM_0004060
actinic_keratoses
histo
40
male
face
null
ISIC_0030826
HAM_0004384
actinic_keratoses
histo
70
male
face
null
ISIC_0030827
HAM_0001173
actinic_keratoses
histo
40
female
face
null
ISIC_0030844
HAM_0003107
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0030877
HAM_0000193
actinic_keratoses
histo
60
female
face
null
ISIC_0030953
HAM_0005924
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0030986
HAM_0004439
actinic_keratoses
histo
55
female
face
null
ISIC_0030991
HAM_0001453
actinic_keratoses
histo
45
male
face
null
ISIC_0031012
HAM_0005389
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0031040
HAM_0006898
actinic_keratoses
histo
80
male
scalp
null
ISIC_0031043
HAM_0006217
actinic_keratoses
histo
85
male
face
null
ISIC_0031044
HAM_0006135
actinic_keratoses
histo
60
male
face
null
ISIC_0031108
HAM_0004809
actinic_keratoses
histo
60
male
face
null
ISIC_0031119
HAM_0004243
actinic_keratoses
histo
80
male
face
null
ISIC_0031191
HAM_0005931
actinic_keratoses
histo
60
male
lower extremity
null
ISIC_0031198
HAM_0003422
actinic_keratoses
histo
55
female
neck
null
ISIC_0031211
HAM_0004563
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0031228
HAM_0006524
actinic_keratoses
histo
65
male
ear
null
ISIC_0031286
HAM_0000909
actinic_keratoses
histo
55
male
lower extremity
null
ISIC_0031292
HAM_0007008
actinic_keratoses
histo
60
male
hand
null
ISIC_0031335
HAM_0000501
actinic_keratoses
histo
60
male
face
null
ISIC_0031381
HAM_0002441
actinic_keratoses
histo
80
male
scalp
null
ISIC_0031421
HAM_0004976
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0031430
HAM_0005705
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0031431
HAM_0004439
actinic_keratoses
histo
55
female
face
null
ISIC_0031506
HAM_0006902
actinic_keratoses
histo
70
male
hand
null
ISIC_0031570
HAM_0001178
actinic_keratoses
histo
70
female
back
null
ISIC_0031578
HAM_0003157
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0031609
HAM_0004363
actinic_keratoses
histo
55
male
face
null
ISIC_0031659
HAM_0005264
actinic_keratoses
histo
45
male
back
null
ISIC_0031672
HAM_0004439
actinic_keratoses
histo
55
female
face
null
ISIC_0031692
HAM_0007131
actinic_keratoses
histo
60
male
back
null
ISIC_0031738
HAM_0005766
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0031823
HAM_0006301
actinic_keratoses
histo
75
male
neck
null
ISIC_0031852
HAM_0004441
actinic_keratoses
histo
85
female
upper extremity
null
ISIC_0031874
HAM_0001922
actinic_keratoses
histo
65
female
face
null
ISIC_0031918
HAM_0003141
actinic_keratoses
histo
65
male
neck
null
ISIC_0031922
HAM_0000020
actinic_keratoses
histo
60
female
face
null
ISIC_0031927
HAM_0001277
actinic_keratoses
histo
75
male
chest
null
ISIC_0031929
HAM_0001499
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0031940
HAM_0001234
actinic_keratoses
histo
55
female
lower extremity
null
ISIC_0031993
HAM_0006887
actinic_keratoses
histo
45
male
face
null
ISIC_0032135
HAM_0003144
actinic_keratoses
histo
65
female
face
null
ISIC_0032154
HAM_0002307
actinic_keratoses
histo
75
male
chest
null
ISIC_0032173
HAM_0001694
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0032199
HAM_0000361
actinic_keratoses
histo
60
female
face
null
ISIC_0032203
HAM_0005954
actinic_keratoses
histo
60
female
lower extremity
null
ISIC_0032206
HAM_0001302
actinic_keratoses
histo
50
male
neck
null
ISIC_0032238
HAM_0000688
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0032277
HAM_0001624
actinic_keratoses
histo
85
male
scalp
null
ISIC_0032329
HAM_0005027
actinic_keratoses
histo
85
female
back
null
ISIC_0032349
HAM_0003086
actinic_keratoses
histo
60
male
lower extremity
null
ISIC_0032356
HAM_0000982
actinic_keratoses
histo
60
male
lower extremity
null
ISIC_0032371
HAM_0006483
actinic_keratoses
histo
75
male
upper extremity
null
ISIC_0032397
HAM_0005459
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0032404
HAM_0007038
actinic_keratoses
histo
70
male
face
null
ISIC_0032422
HAM_0004384
actinic_keratoses
histo
70
male
face
null
ISIC_0032437
HAM_0007601
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0032455
HAM_0001337
actinic_keratoses
histo
80
male
upper extremity
null
ISIC_0032897
HAM_0000462
actinic_keratoses
histo
60
female
lower extremity