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_0025222
HAM_0000973
benign_keratosis-like_lesions
histo
65
female
face
null
ISIC_0025275
HAM_0006123
benign_keratosis-like_lesions
histo
70
female
back
null
ISIC_0025276
HAM_0001396
benign_keratosis-like_lesions
histo
55
female
trunk
null
ISIC_0025286
HAM_0000728
benign_keratosis-like_lesions
histo
50
male
lower extremity
null
ISIC_0025292
HAM_0004630
benign_keratosis-like_lesions
histo
85
male
face
null
ISIC_0025297
HAM_0007513
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0025312
HAM_0005610
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0025330
HAM_0000453
benign_keratosis-like_lesions
consensus
50
female
lower extremity
null
ISIC_0025337
HAM_0002988
benign_keratosis-like_lesions
histo
35
male
face
null
ISIC_0025339
HAM_0006755
benign_keratosis-like_lesions
confocal
65
male
scalp
null
ISIC_0025345
HAM_0000893
benign_keratosis-like_lesions
histo
70
male
lower extremity
null
ISIC_0025351
HAM_0007591
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0025366
HAM_0002276
benign_keratosis-like_lesions
consensus
50
female
trunk
null
ISIC_0025374
HAM_0006031
benign_keratosis-like_lesions
histo
75
female
scalp
null
ISIC_0025376
HAM_0006580
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0025378
HAM_0000835
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0025387
HAM_0000792
benign_keratosis-like_lesions
consensus
70
female
back
null
ISIC_0025388
HAM_0003007
benign_keratosis-like_lesions
histo
40
female
abdomen
null
ISIC_0025389
HAM_0004921
benign_keratosis-like_lesions
histo
65
male
neck
null
ISIC_0025392
HAM_0002161
benign_keratosis-like_lesions
consensus
45
female
abdomen
null
ISIC_0025419
HAM_0007010
benign_keratosis-like_lesions
histo
40
male
trunk
null
ISIC_0025431
HAM_0000607
benign_keratosis-like_lesions
consensus
45
female
abdomen
null
ISIC_0025434
HAM_0001878
benign_keratosis-like_lesions
histo
60
female
chest
null
ISIC_0025454
HAM_0001423
benign_keratosis-like_lesions
consensus
70
male
back
null
ISIC_0025465
HAM_0003996
benign_keratosis-like_lesions
confocal
80
female
face
null
ISIC_0025466
HAM_0001620
benign_keratosis-like_lesions
consensus
70
male
face
null
ISIC_0025470
HAM_0005632
benign_keratosis-like_lesions
confocal
85
female
face
null
ISIC_0025484
HAM_0000215
benign_keratosis-like_lesions
consensus
70
female
lower extremity
null
ISIC_0025485
HAM_0005260
benign_keratosis-like_lesions
histo
65
male
scalp
null
ISIC_0025507
HAM_0006190
benign_keratosis-like_lesions
histo
65
female
lower extremity
null
ISIC_0025510
HAM_0002092
benign_keratosis-like_lesions
histo
35
female
lower extremity
null
ISIC_0025515
HAM_0001781
benign_keratosis-like_lesions
consensus
30
female
back
null
ISIC_0025519
HAM_0006211
benign_keratosis-like_lesions
histo
50
male
neck
null
ISIC_0025526
HAM_0003187
benign_keratosis-like_lesions
consensus
60
male
face
null
ISIC_0025529
HAM_0000898
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0025548
HAM_0003326
benign_keratosis-like_lesions
histo
75
male
lower extremity
null
ISIC_0025554
HAM_0000907
benign_keratosis-like_lesions
histo
75
male
ear
null
ISIC_0025567
HAM_0006574
benign_keratosis-like_lesions
histo
40
male
back
null
ISIC_0025575
HAM_0001245
benign_keratosis-like_lesions
histo
60
male
chest
null
ISIC_0025583
HAM_0004131
benign_keratosis-like_lesions
histo
60
female
face
null
ISIC_0025623
HAM_0000821
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0025627
HAM_0005335
benign_keratosis-like_lesions
histo
40
male
upper extremity
null
ISIC_0025642
HAM_0007409
benign_keratosis-like_lesions
histo
50
male
upper extremity
null
ISIC_0025654
HAM_0002742
benign_keratosis-like_lesions
consensus
70
female
back
null
ISIC_0025656
HAM_0005915
benign_keratosis-like_lesions
histo
45
male
face
null
ISIC_0025659
HAM_0004988
benign_keratosis-like_lesions
histo
75
male
lower extremity
null
ISIC_0025661
HAM_0002730
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0025693
HAM_0002879
benign_keratosis-like_lesions
histo
80
male
scalp
null
ISIC_0025699
HAM_0005082
benign_keratosis-like_lesions
histo
65
female
lower extremity
null
ISIC_0025703
HAM_0000110
benign_keratosis-like_lesions
histo
70
male
back
null
ISIC_0025710
HAM_0001529
benign_keratosis-like_lesions
consensus
70
female
face
null
ISIC_0025716
HAM_0001200
benign_keratosis-like_lesions
histo
85
male
face
null
ISIC_0025719
HAM_0000833
benign_keratosis-like_lesions
histo
40
male
face
null
ISIC_0025743
HAM_0004382
benign_keratosis-like_lesions
histo
85
male
face
null
ISIC_0025746
HAM_0005591
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0025753
HAM_0004912
benign_keratosis-like_lesions
confocal
70
male
face
null
ISIC_0025758
HAM_0005443
benign_keratosis-like_lesions
consensus
45
female
abdomen
null
ISIC_0025767
HAM_0001949
benign_keratosis-like_lesions
histo
70
male
trunk
null
ISIC_0025777
HAM_0002827
benign_keratosis-like_lesions
histo
80
male
lower extremity
null
ISIC_0025781
HAM_0005728
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0025799
HAM_0004531
benign_keratosis-like_lesions
histo
75
female
lower extremity
null
ISIC_0025804
HAM_0001443
benign_keratosis-like_lesions
consensus
50
male
lower extremity
null
ISIC_0025805
HAM_0004691
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0025810
HAM_0003559
benign_keratosis-like_lesions
consensus
75
male
face
null
ISIC_0025819
HAM_0002299
benign_keratosis-like_lesions
histo
75
female
face
null
ISIC_0025830
HAM_0007232
benign_keratosis-like_lesions
histo
80
male
back
null
ISIC_0025837
HAM_0005132
benign_keratosis-like_lesions
histo
70
female
back
null
ISIC_0025842
HAM_0004274
benign_keratosis-like_lesions
histo
60
female
neck
null
ISIC_0025851
HAM_0005845
benign_keratosis-like_lesions
consensus
80
female
face
null
ISIC_0025867
HAM_0007220
benign_keratosis-like_lesions
histo
60
male
lower extremity
null
ISIC_0025874
HAM_0003689
benign_keratosis-like_lesions
histo
80
male
upper extremity
null
ISIC_0025876
HAM_0002957
benign_keratosis-like_lesions
histo
70
male
back
null
ISIC_0025879
HAM_0004289
benign_keratosis-like_lesions
consensus
45
female
abdomen
null
ISIC_0025883
HAM_0007607
benign_keratosis-like_lesions
histo
75
male
back
null
ISIC_0025885
HAM_0000582
benign_keratosis-like_lesions
histo
85
male
lower extremity
null
ISIC_0025906
HAM_0007179
benign_keratosis-like_lesions
histo
0
female
back
null
ISIC_0025915
HAM_0001601
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0025928
HAM_0005606
benign_keratosis-like_lesions
histo
85
female
back
null
ISIC_0025937
HAM_0004884
benign_keratosis-like_lesions
histo
75
male
upper extremity
null
ISIC_0025939
HAM_0006622
benign_keratosis-like_lesions
histo
45
male
face
null
ISIC_0025973
HAM_0003943
benign_keratosis-like_lesions
histo
80
female
lower extremity
null
ISIC_0025982
HAM_0002839
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0025984
HAM_0004234
benign_keratosis-like_lesions
histo
85
female
chest
null
ISIC_0025985
HAM_0004545
benign_keratosis-like_lesions
histo
70
male
back
null
ISIC_0025986
HAM_0006123
benign_keratosis-like_lesions
histo
70
female
back
null
ISIC_0026015
HAM_0002350
benign_keratosis-like_lesions
histo
85
male
lower extremity
null
ISIC_0026016
HAM_0003789
benign_keratosis-like_lesions
confocal
55
female
face
null
ISIC_0026018
HAM_0005883
benign_keratosis-like_lesions
histo
65
male
back
null
ISIC_0026044
HAM_0006945
benign_keratosis-like_lesions
histo
60
female
lower extremity
null
ISIC_0026046
HAM_0002190
benign_keratosis-like_lesions
consensus
70
female
trunk
null
ISIC_0026060
HAM_0005891
benign_keratosis-like_lesions
histo
70
female
face
null
ISIC_0026069
HAM_0000524
benign_keratosis-like_lesions
confocal
65
female
face
null
ISIC_0026070
HAM_0002268
benign_keratosis-like_lesions
histo
70
female
upper extremity
null
ISIC_0026072
HAM_0006622
benign_keratosis-like_lesions
histo
45
male
face
null
ISIC_0026085
HAM_0001858
benign_keratosis-like_lesions
histo
85
male
scalp
null
ISIC_0026104
HAM_0004569
benign_keratosis-like_lesions
histo
40
male
upper extremity
null
ISIC_0026107
HAM_0003265
benign_keratosis-like_lesions
histo
35
female
chest
null
ISIC_0026135
HAM_0006772
benign_keratosis-like_lesions
consensus
75
female
trunk
null
ISIC_0026139
HAM_0002809
benign_keratosis-like_lesions
histo
45
female
face
null
ISIC_0026142
HAM_0006945
benign_keratosis-like_lesions
histo
60
female
lower extremity