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