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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
img00005
| 3
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00006
| 3
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00007
| 4
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00008
| 4
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00011
| 6
| 14
|
pediatric
| 0
|
pediatric
| 0
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00012
| 6
| 14
|
pediatric
| 0
|
pediatric
| 0
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00013
| 7
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00014
| 7
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00017
| 9
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00018
| 9
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00019
| 10
| 37
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00020
| 10
| 37
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 1
| 0
|
Adequate
|
img00021
| 11
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00022
| 11
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00023
| 12
| 16
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00024
| 12
| 16
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00025
| 13
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00026
| 13
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00027
| 14
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00028
| 14
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00031
| 16
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00032
| 16
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00033
| 17
| 24
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00034
| 17
| 24
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 1
| 1
|
Canon CR
| 2
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00035
| 18
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00036
| 18
| 22
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00037
| 19
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00038
| 19
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00039
| 20
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00040
| 20
| 42
|
middle_age_2
| 3
|
middle_age
| 2
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00041
| 21
| 14
|
pediatric
| 0
|
pediatric
| 0
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00042
| 21
| 14
|
pediatric
| 0
|
pediatric
| 0
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00043
| 22
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00044
| 22
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00045
| 23
| 17
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00046
| 23
| 17
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00049
| 25
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00050
| 25
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00053
| 27
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00054
| 28
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00055
| 28
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00056
| 29
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00057
| 29
| 13
|
pediatric
| 0
|
pediatric
| 0
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00058
| 30
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00059
| 30
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00060
| 31
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00061
| 31
| 27
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00062
| 32
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00063
| 32
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00064
| 33
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00065
| 33
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00066
| 34
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00067
| 34
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00072
| 37
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00073
| 37
| 20
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00076
| 39
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00077
| 39
| 20
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00078
| 40
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00079
| 40
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 1
| 0
|
Adequate
|
img00080
| 41
| 25
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00081
| 41
| 25
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00082
| 42
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00083
| 42
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00084
| 43
| 25
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00085
| 43
| 25
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 2
| 0
| 0
| 0
|
Adequate
|
img00086
| 44
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00087
| 44
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00088
| 45
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00089
| 45
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00090
| 46
| 16
|
pediatric
| 0
|
pediatric
| 0
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00091
| 46
| 16
|
pediatric
| 0
|
pediatric
| 0
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00092
| 47
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00093
| 47
| 21
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00098
| 50
| 30
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 0
|
Adequate
|
img00099
| 50
| 30
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00100
| 51
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00101
| 51
| 29
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00102
| 52
| 37
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 1
| 1
| 1
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00103
| 52
| 37
|
middle_age_1
| 2
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 2
| 0
| 0
| 0
|
Adequate
|
img00104
| 53
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00105
| 53
| 18
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00106
| 54
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00107
| 54
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00108
| 55
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00109
| 55
| 21
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00112
| 57
| 19
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00113
| 57
| 19
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00114
| 58
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00115
| 58
| 24
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00116
| 59
| 26
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00117
| 59
| 26
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 2
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00120
| 61
| 23
|
young_adult
| 1
|
young_adult
| 1
| 1
| 1
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00121
| 61
| 23
|
young_adult
| 1
|
young_adult
| 1
| 1
| 2
| 1
| 0
| 1
|
Canon CR
| 1
| 2
| 1
| 0
| 0
| 0
|
Adequate
|
img00122
| 62
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00123
| 62
| 23
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00124
| 63
| 22
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00125
| 63
| 22
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00126
| 64
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00127
| 64
| 28
|
young_adult
| 1
|
young_adult
| 1
| 2
| 2
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
img00134
| 68
| 19
|
young_adult
| 1
|
young_adult
| 1
| 2
| 1
| 0
| 0
| 1
|
Canon CR
| 1
| 1
| 1
| 0
| 0
| 0
|
Adequate
|
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