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
|
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