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
img00596
309
72
elderly
6
senior
3
2
1
0
0
0
Canon CR
2
1
2
0
1
0
Adequate
img00597
309
72
elderly
6
senior
3
2
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00605
314
62
senior_2
5
senior
3
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00606
314
62
senior_2
5
senior
3
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00607
315
46
middle_age_2
3
middle_age
2
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00608
315
46
middle_age_2
3
middle_age
2
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00613
318
60
senior_2
5
senior
3
2
1
0
0
1
Canon CR
2
1
1
0
1
0
Adequate
img00614
318
60
senior_2
5
senior
3
2
2
0
0
1
Canon CR
2
1
1
0
1
0
Adequate
img00615
319
70
elderly
6
senior
3
2
1
1
0
1
Canon CR
1
1
1
0
0
0
Adequate
img00616
319
70
elderly
6
senior
3
2
2
0
0
1
Canon CR
1
1
2
0
0
0
Adequate
img00617
320
68
senior_2
5
senior
3
1
1
0
0
1
Canon CR
1
1
1
0
0
0
Adequate
img00618
320
68
senior_2
5
senior
3
1
2
0
0
1
Canon CR
1
1
1
0
0
0
Adequate
img00620
321
63
senior_2
5
senior
3
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00623
323
80
elderly
6
elderly
4
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00624
323
80
elderly
6
elderly
4
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00625
324
26
young_adult
1
young_adult
1
2
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00626
324
26
young_adult
1
young_adult
1
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00627
325
75
elderly
6
elderly
4
2
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00628
325
75
elderly
6
elderly
4
2
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00629
326
76
elderly
6
elderly
4
1
1
0
0
1
Canon CR
1
1
2
0
0
0
Adequate
img00630
326
76
elderly
6
elderly
4
1
2
0
0
1
Canon CR
1
1
2
0
0
0
Adequate
img00631
327
66
senior_2
5
senior
3
1
1
0
0
0
Canon CR
2
1
2
0
1
0
Adequate
img00632
327
66
senior_2
5
senior
3
1
2
0
0
0
Canon CR
2
1
2
0
1
0
Adequate
img00633
328
74
elderly
6
senior
3
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00634
328
74
elderly
6
senior
3
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00639
331
81
elderly
6
elderly
4
1
1
0
0
0
Canon CR
2
1
2
0
1
0
Adequate
img00640
331
17
pediatric
0
pediatric
0
1
2
0
0
0
Canon CR
2
1
2
0
1
0
Adequate
img00643
333
13
pediatric
0
pediatric
0
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00644
333
13
pediatric
0
pediatric
0
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00647
335
40
middle_age_2
3
middle_age
2
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00648
335
40
middle_age_2
3
middle_age
2
1
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00649
336
69
senior_2
5
senior
3
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00650
336
69
senior_2
5
senior
3
1
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00653
338
62
senior_2
5
senior
3
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00654
338
62
senior_2
5
senior
3
1
2
0
0
0
Canon CR
1
2
2
0
0
0
Adequate
img00657
340
74
elderly
6
senior
3
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00658
340
74
elderly
6
senior
3
1
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00659
341
47
middle_age_2
3
middle_age
2
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00660
341
47
middle_age_2
3
middle_age
2
1
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00663
343
48
middle_age_2
3
middle_age
2
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00664
343
48
middle_age_2
3
middle_age
2
1
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00666
344
71
elderly
6
senior
3
1
2
0
0
0
Canon CR
2
2
2
0
0
0
Adequate
img00671
347
75
elderly
6
elderly
4
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00672
347
75
elderly
6
elderly
4
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00673
348
62
senior_2
5
senior
3
1
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00674
348
62
senior_2
5
senior
3
1
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00675
349
70
elderly
6
senior
3
1
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00676
349
70
elderly
6
senior
3
1
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00679
351
49
middle_age_2
3
middle_age
2
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00680
351
49
middle_age_2
3
middle_age
2
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00681
352
76
elderly
6
elderly
4
2
2
0
0
0
Canon CR
2
2
2
0
1
0
Adequate
img00682
353
46
middle_age_2
3
middle_age
2
2
1
0
0
1
Canon CR
1
1
1
0
0
0
Adequate
img00683
353
46
middle_age_2
3
middle_age
2
2
2
0
0
1
Canon CR
1
1
1
0
0
0
Adequate
img00684
354
82
elderly
6
elderly
4
2
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00685
354
82
elderly
6
elderly
4
2
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00687
356
62
senior_2
5
senior
3
1
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00688
356
62
senior_2
5
senior
3
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00689
357
68
senior_2
5
senior
3
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00690
357
68
senior_2
5
senior
3
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00691
358
15
pediatric
0
pediatric
0
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00692
358
15
pediatric
0
pediatric
0
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00693
359
14
pediatric
0
pediatric
0
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00694
359
14
pediatric
0
pediatric
0
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00698
361
82
elderly
6
elderly
4
1
2
0
0
0
Canon CR
2
2
1
0
1
1
Adequate
img00699
362
29
young_adult
1
young_adult
1
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00700
362
29
young_adult
1
young_adult
1
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00703
364
74
elderly
6
senior
3
2
1
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00704
364
74
elderly
6
senior
3
2
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00705
365
66
senior_2
5
senior
3
2
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00706
365
66
senior_2
5
senior
3
2
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00708
367
23
young_adult
1
young_adult
1
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00709
367
23
young_adult
1
young_adult
1
2
2
0
0
0
Canon CR
1
2
2
0
0
0
Adequate
img00710
368
54
senior_1
4
middle_age
2
1
1
1
1
1
Canon CR
1
2
2
0
0
0
Adequate
img00714
370
82
elderly
6
elderly
4
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00715
370
82
elderly
6
elderly
4
2
2
0
0
0
Canon CR
2
2
1
0
0
0
Adequate
img00716
371
71
elderly
6
senior
3
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00717
371
71
elderly
6
senior
3
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00718
372
37
middle_age_1
2
young_adult
1
2
1
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00719
372
37
middle_age_1
2
young_adult
1
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00720
373
75
elderly
6
elderly
4
2
1
0
0
0
Canon CR
2
2
2
0
1
1
Adequate
img00721
373
75
elderly
6
elderly
4
2
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00724
375
19
young_adult
1
young_adult
1
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00725
375
19
young_adult
1
young_adult
1
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00726
376
66
senior_2
5
senior
3
2
1
0
0
0
Canon CR
2
2
2
0
1
1
Adequate
img00727
376
66
senior_2
5
senior
3
2
2
0
0
0
Canon CR
2
2
2
0
1
1
Adequate
img00728
377
60
senior_2
5
senior
3
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00729
377
60
senior_2
5
senior
3
2
2
0
0
0
Canon CR
1
1
2
0
0
0
Adequate
img00730
378
41
middle_age_2
3
middle_age
2
2
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00731
378
41
middle_age_2
3
middle_age
2
2
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00734
380
46
middle_age_2
3
middle_age
2
2
1
0
0
0
Canon CR
2
2
1
0
1
1
Adequate
img00735
380
46
middle_age_2
3
middle_age
2
2
2
0
0
0
Canon CR
2
1
1
0
1
0
Adequate
img00736
381
48
middle_age_2
3
middle_age
2
1
1
0
0
0
Canon CR
1
2
1
0
0
1
Adequate
img00737
381
48
middle_age_2
3
middle_age
2
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00738
382
66
senior_2
5
senior
3
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00739
382
66
senior_2
5
senior
3
1
2
0
0
0
Canon CR
1
1
1
0
0
0
Adequate
img00740
383
58
senior_1
4
middle_age
2
1
1
0
0
1
Canon CR
2
1
1
0
1
0
Adequate
img00741
383
58
senior_1
4
middle_age
2
1
2
0
0
1
Canon CR
2
1
1
0
1
0
Adequate
img00742
384
79
elderly
6
elderly
4
1
1
0
0
1
Canon CR
1
2
1
0
0
1
Adequate
img00743
384
79
elderly
6
elderly
4
1
2
0
0
1
Canon CR
1
1
2
0
0
0
Adequate
img00744
385
70
elderly
6
senior
3
1
1
0
0
0
Canon CR
1
1
1
0
0
0
Adequate