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_0027047
HAM_0001786
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0027084
HAM_0006893
actinic_keratoses
histo
65
female
lower extremity
null
ISIC_0027172
HAM_0003939
actinic_keratoses
histo
75
male
face
null
ISIC_0027178
HAM_0002705
actinic_keratoses
histo
65
male
scalp
null
ISIC_0027184
HAM_0007349
actinic_keratoses
histo
60
male
back
null
ISIC_0027231
HAM_0005310
actinic_keratoses
histo
85
male
back
null
ISIC_0027254
HAM_0003949
actinic_keratoses
histo
75
male
face
null
ISIC_0027294
HAM_0001520
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0027303
HAM_0000490
actinic_keratoses
histo
85
male
lower extremity
null
ISIC_0027334
HAM_0004462
actinic_keratoses
histo
45
male
trunk
null
ISIC_0027343
HAM_0003380
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0027447
HAM_0007601
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0027452
HAM_0004033
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0027506
HAM_0006482
actinic_keratoses
histo
55
female
hand
null
ISIC_0027529
HAM_0004568
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0027536
HAM_0007601
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0027550
HAM_0004297
actinic_keratoses
histo
65
female
upper extremity
null
ISIC_0027562
HAM_0007622
actinic_keratoses
histo
60
female
face
null
ISIC_0027577
HAM_0005958
actinic_keratoses
histo
55
male
face
null
ISIC_0027580
HAM_0005648
actinic_keratoses
histo
75
male
upper extremity
null
ISIC_0027615
HAM_0006180
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0027650
HAM_0002648
actinic_keratoses
histo
40
male
neck
null
ISIC_0027668
HAM_0001386
actinic_keratoses
histo
60
male
scalp
null
ISIC_0027678
HAM_0003586
actinic_keratoses
histo
60
male
back
null
ISIC_0027700
HAM_0001383
actinic_keratoses
histo
80
male
upper extremity
null
ISIC_0027708
HAM_0005438
actinic_keratoses
histo
50
female
face
null
ISIC_0027719
HAM_0007354
actinic_keratoses
histo
60
male
back
null
ISIC_0027753
HAM_0006481
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0027767
HAM_0003934
actinic_keratoses
histo
85
male
back
null
ISIC_0027795
HAM_0001526
actinic_keratoses
histo
70
male
ear
null
ISIC_0027802
HAM_0006560
actinic_keratoses
histo
50
male
face
null
ISIC_0027829
HAM_0004034
actinic_keratoses
histo
55
female
face
null
ISIC_0027884
HAM_0006024
actinic_keratoses
histo
60
male
face
null
ISIC_0027896
HAM_0003455
actinic_keratoses
histo
75
male
hand
null
ISIC_0027930
HAM_0004899
actinic_keratoses
histo
60
male
scalp
null
ISIC_0027950
HAM_0000193
actinic_keratoses
histo
60
female
face
null
ISIC_0027958
HAM_0003455
actinic_keratoses
histo
75
male
hand
null
ISIC_0028063
HAM_0006560
actinic_keratoses
histo
50
male
face
null
ISIC_0028076
HAM_0006434
actinic_keratoses
histo
60
male
lower extremity
null
ISIC_0028132
HAM_0005413
actinic_keratoses
histo
80
female
face
null
ISIC_0028158
HAM_0002343
actinic_keratoses
histo
70
female
back
null
ISIC_0028190
HAM_0002734
actinic_keratoses
histo
45
male
face
null
ISIC_0028224
HAM_0001625
actinic_keratoses
histo
40
female
chest
null
ISIC_0028231
HAM_0003688
actinic_keratoses
histo
80
male
upper extremity
null
ISIC_0028232
HAM_0003123
actinic_keratoses
histo
60
male
face
null
ISIC_0028335
HAM_0001219
actinic_keratoses
histo
60
female
lower extremity
null
ISIC_0028370
HAM_0005668
actinic_keratoses
histo
60
male
face
null
ISIC_0028372
HAM_0006482
actinic_keratoses
histo
55
female
hand
null
ISIC_0028381
HAM_0004522
actinic_keratoses
histo
55
female
neck
null
ISIC_0028393
HAM_0005579
actinic_keratoses
histo
80
male
face
null
ISIC_0028499
HAM_0004976
actinic_keratoses
histo
80
female
upper extremity
null
ISIC_0028517
HAM_0006220
actinic_keratoses
histo
60
male
upper extremity
null
ISIC_0028558
HAM_0002646
actinic_keratoses
histo
75
male
face
null
ISIC_0028619
HAM_0001565
actinic_keratoses
histo
60
female
face
null
ISIC_0028644
HAM_0001176
actinic_keratoses
histo
65
female
abdomen
null
ISIC_0028659
HAM_0002070
actinic_keratoses
histo
70
female
upper extremity
null
ISIC_0028730
HAM_0005282
actinic_keratoses
histo
65
male
lower extremity
null
ISIC_0028763
HAM_0000832
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0028795
HAM_0004568
actinic_keratoses
histo
50
male
upper extremity
null
ISIC_0028816
HAM_0003123
actinic_keratoses
histo
60
male
face
null
ISIC_0028820
HAM_0000931
actinic_keratoses
histo
80
male
lower extremity
null
ISIC_0028854
HAM_0005356
actinic_keratoses
histo
60
male
face
null
ISIC_0028941
HAM_0001593
actinic_keratoses
histo
70
female
face
null
ISIC_0028990
HAM_0006180
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0029002
HAM_0003401
actinic_keratoses
histo
55
male
face
null
ISIC_0029025
HAM_0004384
actinic_keratoses
histo
70
male
face
null
ISIC_0029041
HAM_0006898
actinic_keratoses
histo
80
male
scalp
null
ISIC_0029043
HAM_0005231
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0029059
HAM_0002771
actinic_keratoses
histo
80
female
lower extremity
null
ISIC_0029067
HAM_0000498
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0029133
HAM_0000918
actinic_keratoses
histo
65
female
face
null
ISIC_0029141
HAM_0004592
actinic_keratoses
histo
60
female
face
null
ISIC_0029210
HAM_0004060
actinic_keratoses
histo
40
male
face
null
ISIC_0029268
HAM_0005459
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0029279
HAM_0000769
actinic_keratoses
histo
80
male
lower extremity
null
ISIC_0029309
HAM_0005579
actinic_keratoses
histo
80
male
face
null
ISIC_0029315
HAM_0004780
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0029360
HAM_0000549
actinic_keratoses
histo
70
male
upper extremity
null
ISIC_0029362
HAM_0005413
actinic_keratoses
histo
80
female
face
null
ISIC_0029371
HAM_0005264
actinic_keratoses
histo
45
male
back
null
ISIC_0029417
HAM_0002644
actinic_keratoses
histo
80
female
neck
null
ISIC_0029460
HAM_0000545
actinic_keratoses
histo
70
male
face
null
ISIC_0029462
HAM_0007349
actinic_keratoses
histo
60
male
back
null
ISIC_0029500
HAM_0006887
actinic_keratoses
histo
45
male
face
null
ISIC_0029533
HAM_0005389
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0029541
HAM_0004636
actinic_keratoses
histo
55
male
face
null
ISIC_0029549
HAM_0005718
actinic_keratoses
histo
70
male
back
null
ISIC_0029563
HAM_0003146
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0029573
HAM_0006879
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0029582
HAM_0003501
actinic_keratoses
histo
75
male
lower extremity
null
ISIC_0029598
HAM_0003401
actinic_keratoses
histo
55
male
face
null
ISIC_0029610
HAM_0005459
actinic_keratoses
histo
85
male
upper extremity
null
ISIC_0029634
HAM_0003971
actinic_keratoses
histo
60
male
face
null
ISIC_0029638
HAM_0000005
actinic_keratoses
histo
75
female
lower extremity
null
ISIC_0029659
HAM_0000673
actinic_keratoses
histo
70
female
face
null
ISIC_0029713
HAM_0006036
actinic_keratoses
histo
85
male
back
null
ISIC_0029715
HAM_0000859
actinic_keratoses
histo
70
male
lower extremity
null
ISIC_0029781
HAM_0002646
actinic_keratoses
histo
75
male
face
null
ISIC_0029811
HAM_0003157
actinic_keratoses
histo
65
male
upper extremity
null
ISIC_0029827
HAM_0002699
actinic_keratoses
histo
60
male
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