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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
img00891
| 461
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00892
| 462
| 69
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00893
| 462
| 69
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00894
| 463
| 85
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00895
| 463
| 85
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00902
| 467
| 64
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00903
| 467
| 64
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00904
| 468
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00905
| 468
| 54
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00906
| 469
| 82
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00907
| 469
| 82
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00908
| 470
| 39
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00909
| 470
| 39
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00914
| 473
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00915
| 473
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00916
| 474
| 81
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00917
| 474
| 81
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00918
| 475
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img00919
| 475
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00920
| 476
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00921
| 476
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00922
| 477
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00923
| 478
| 7
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00924
| 478
| 7
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00930
| 482
| 64
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00931
| 482
| 64
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00933
| 483
| 73
|
elderly
| 6
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00936
| 485
| 28
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00937
| 485
| 28
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00939
| 486
| 35
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00940
| 487
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00941
| 487
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00942
| 488
| 60
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00943
| 488
| 60
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00944
| 489
| 58
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00945
| 489
| 58
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00946
| 490
| 77
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00947
| 490
| 77
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00948
| 491
| 81
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00949
| 491
| 81
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00950
| 492
| 56
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00951
| 492
| 56
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00952
| 493
| 57
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img00953
| 493
| 57
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img00956
| 495
| 83
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 1
|
Adequate
|
img00957
| 495
| 83
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00958
| 496
| 79
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00959
| 496
| 79
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00960
| 497
| 75
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 1
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00961
| 497
| 75
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 1
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00962
| 498
| 75
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00963
| 498
| 75
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00964
| 499
| 56
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00965
| 500
| 55
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00966
| 500
| 55
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00967
| 501
| 46
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
NIKON NF5050
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00968
| 501
| 46
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
NIKON NF5050
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00969
| 502
| 40
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 1
|
Adequate
|
img00970
| 502
| 40
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00971
| 503
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00972
| 503
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00973
| 504
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00974
| 504
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00977
| 506
| 53
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00978
| 507
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00979
| 507
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00980
| 508
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00981
| 508
| 74
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00985
| 510
| 73
|
elderly
| 6
|
senior
| 3
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00990
| 513
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 1
| 0
| 0
|
Adequate
|
img01000
| 518
| 62
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01001
| 518
| 62
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01005
| 521
| 48
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img01006
| 521
| 48
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 2
| 1
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img01012
| 525
| 64
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01013
| 525
| 64
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01014
| 526
| 89
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 1
|
Adequate
|
img01017
| 528
| 65
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01018
| 528
| 65
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01026
| 533
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01029
| 534
| 60
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01035
| 538
| 67
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01036
| 538
| 67
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01037
| 539
| 78
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 2
| 0
| 1
| 1
|
Adequate
|
img01038
| 540
| 83
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01044
| 543
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01045
| 543
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01064
| 553
| 67
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img01065
| 553
| 67
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img01070
| 556
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 1
| 1
| 1
|
Canon CR
| 2
| 2
| 2
| 0
| 1
| 0
|
Adequate
|
img01071
| 556
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 1
| 1
| 1
|
Canon CR
| 2
| 2
| 2
| 0
| 0
| 1
|
Adequate
|
img01074
| 558
| 49
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img01075
| 558
| 49
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img01081
| 562
| 71
|
elderly
| 6
|
senior
| 3
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img01082
| 562
| 71
|
elderly
| 6
|
senior
| 3
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img01091
| 567
| 54
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01092
| 567
| 54
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img01095
| 569
| 79
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img01096
| 569
| 79
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img01098
| 570
| 50
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
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