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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
img00265
| 134
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00266
| 134
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00267
| 135
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00268
| 135
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00279
| 141
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00280
| 141
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00289
| 146
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00290
| 146
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00297
| 150
| 25
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00298
| 150
| 25
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00301
| 152
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00302
| 152
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00303
| 153
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00304
| 153
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00307
| 155
| 14
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00308
| 155
| 14
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00309
| 156
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00310
| 156
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00313
| 158
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00314
| 158
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00315
| 159
| 25
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00316
| 159
| 25
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00321
| 162
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00322
| 162
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00323
| 163
| 19
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00324
| 163
| 19
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00325
| 164
| 32
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00326
| 164
| 32
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00328
| 165
| 26
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00331
| 167
| 82
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00332
| 167
| 82
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00333
| 168
| 77
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 1
| 0
| 0
|
Adequate
|
img00336
| 170
| 72
|
elderly
| 6
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00337
| 170
| 72
|
elderly
| 6
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00338
| 171
| 87
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 1
| 1
| 0
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 0
|
Adequate
|
img00339
| 171
| 87
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00340
| 172
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00341
| 172
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00346
| 175
| 59
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00347
| 175
| 59
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00348
| 176
| 27
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 1
| 0
| 1
| 0
|
Adequate
|
img00349
| 176
| 27
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 1
| 0
| 1
| 0
|
Adequate
|
img00350
| 177
| 26
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00351
| 177
| 26
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00352
| 178
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00353
| 178
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00354
| 179
| 87
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00355
| 179
| 87
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00356
| 180
| 91
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 0
|
Adequate
|
img00359
| 182
| 80
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 2
| 0
| 1
| 0
|
Adequate
|
img00363
| 184
| 73
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00364
| 185
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00365
| 185
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00368
| 187
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00369
| 187
| 57
|
senior_1
| 4
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00372
| 189
| 31
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00373
| 189
| 31
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00374
| 190
| 45
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00377
| 192
| 55
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 1
| 0
| 1
| 0
|
Adequate
|
img00378
| 193
| 75
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00379
| 193
| 75
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00380
| 194
| 81
|
elderly
| 6
|
elderly
| 4
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00381
| 194
| 81
|
elderly
| 6
|
elderly
| 4
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00382
| 195
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00383
| 195
| 66
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 2
| 1
| 0
| 1
| 0
|
Adequate
|
img00384
| 196
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00385
| 196
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00386
| 197
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00387
| 197
| 72
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00390
| 199
| 64
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00391
| 200
| 63
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00392
| 200
| 63
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00393
| 201
| 46
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00396
| 203
| 65
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00397
| 204
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00398
| 204
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00401
| 206
| 33
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00402
| 206
| 33
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00403
| 207
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00404
| 207
| 59
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 1
| 1
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00407
| 209
| 50
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00408
| 210
| 65
|
senior_2
| 5
|
senior
| 3
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00409
| 210
| 65
|
senior_2
| 5
|
senior
| 3
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00410
| 211
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00411
| 211
| 71
|
elderly
| 6
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00412
| 212
| 91
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00413
| 212
| 91
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00414
| 213
| 34
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00415
| 213
| 34
|
middle_age_1
| 2
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00416
| 214
| 41
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00417
| 214
| 41
|
middle_age_2
| 3
|
middle_age
| 2
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00420
| 216
| 51
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 1
|
Adequate
|
img00422
| 217
| 50
|
senior_1
| 4
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00423
| 217
| 50
|
senior_1
| 4
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00426
| 219
| 69
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00429
| 221
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00430
| 221
| 63
|
senior_2
| 5
|
senior
| 3
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00431
| 222
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00432
| 222
| 76
|
elderly
| 6
|
elderly
| 4
| 2
| 2
| 0
| 0
| 0
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00433
| 223
| 66
|
senior_2
| 5
|
senior
| 3
| 2
| 1
| 0
| 0
| 0
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
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