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