image_id
string | patient_id
int64 | patient_age
float64 | age_group
string | age_group_numeric
int64 | age_group_broad
string | age_group_broad_numeric
int64 | patient_sex
int64 | exam_eye
int64 | diabetic_retinopathy
int64 | macular_edema
int64 | diabetes
int64 | camera
string | optic_disc
int64 | vessels
int64 | macula
int64 | hemorrhage
int64 | increased_cup_disc
int64 | hypertensive_retinopathy
int64 | quality
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
img15907
| 8,340
| 59
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15908
| 8,341
| 69
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15909
| 8,342
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15910
| 8,342
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15911
| 8,343
| 64
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15912
| 8,343
| 64
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15915
| 8,345
| 62
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15916
| 8,345
| 62
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15921
| 8,348
| 70
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15922
| 8,348
| 70
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15923
| 8,349
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15924
| 8,349
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15925
| 8,350
| 59
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15927
| 8,351
| 79
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15928
| 8,351
| 79
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15937
| 8,356
| 70
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15938
| 8,356
| 70
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15939
| 8,357
| 62
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15940
| 8,357
| 62
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15943
| 8,359
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15944
| 8,359
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15947
| 8,361
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15948
| 8,361
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15949
| 8,362
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15950
| 8,362
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15951
| 8,363
| 37
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15952
| 8,364
| 51
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15953
| 8,364
| 51
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15956
| 8,366
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15957
| 8,366
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15958
| 8,367
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15959
| 8,367
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15960
| 8,368
| 61
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15961
| 8,368
| 61
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15964
| 8,370
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15965
| 8,370
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15966
| 8,371
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15967
| 8,371
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15968
| 8,372
| 61
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15973
| 8,374
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15974
| 8,374
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15976
| 8,376
| 73
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15979
| 8,378
| 83
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15980
| 8,378
| 83
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15981
| 8,379
| 44
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15982
| 8,379
| 44
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img15983
| 8,380
| 78
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15984
| 8,380
| 78
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img15987
| 8,382
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15988
| 8,382
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 1
| 0
| 0
|
Adequate
|
img15993
| 8,385
| 61
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15996
| 8,387
| 41
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img15997
| 8,388
| 88
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img15998
| 8,388
| 88
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 2
| 2
| 2
| 0
| 1
| 0
|
Adequate
|
img15999
| 8,389
| 69
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16000
| 8,389
| 69
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16003
| 8,391
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16004
| 8,391
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16005
| 8,392
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16006
| 8,392
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16013
| 8,396
| 43
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16014
| 8,397
| 81
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16015
| 8,397
| 81
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16016
| 8,398
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16017
| 8,398
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16018
| 8,399
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16019
| 8,399
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16020
| 8,400
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16021
| 8,400
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16026
| 8,403
| 77
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16027
| 8,403
| 77
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16031
| 8,405
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img16032
| 8,406
| 56
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16033
| 8,407
| 53
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16034
| 8,407
| 53
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16035
| 8,408
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16036
| 8,408
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16039
| 8,410
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16040
| 8,410
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16041
| 8,411
| 48
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16042
| 8,411
| 48
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16047
| 8,414
| 45
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16048
| 8,414
| 45
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16049
| 8,415
| 66
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16050
| 8,415
| 66
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16057
| 8,419
| 55
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16058
| 8,419
| 55
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16063
| 8,422
| 83
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16064
| 8,422
| 83
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img16073
| 8,427
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img16074
| 8,427
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img16075
| 8,428
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16076
| 8,428
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16077
| 8,429
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16078
| 8,429
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img16081
| 8,431
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16084
| 8,433
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16085
| 8,433
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16090
| 8,436
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img16091
| 8,436
| 68
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
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