diabetic retinopathy

age

gender

seniority

ckd stages

hb1ac

microalb

hbp

tobacco

physical activity

dyslipidemia

minimal npdr

60

m

23

gfr slightly decreased

12.1

30

0

1

Moderate

1

minimal npdr + ischemic maculopathy

56

m

5

normal or increasing gfr

7.7

32

1

0

Sedentarity

0

moderate npdr + focal edematous maculopathy

53

f

3

normal or increasing gfr

36

0

0

Sedentarity

0

moderate npdr

37

f

1

normal or increasing gfr

9.5

62

0

0

Moderate

0

moderate npdr

54

f

4

normal or increasing gfr

36

0

0

Sedentarity

0

moderate npdr + cortical cataract

62

f

5

gfr slightly decreased

9.9

190

1

0

Sedentarity

0

moderate npdr + fedematous maculopathy

50

f

5

gfr slightly decreased

12.7

32

0

0

Slight

1

moderate npdr + evolutive cortico nuclear cataract

68

m

3

normal or increasing gfr

5.8

117

0

0

Moderate

1

moderate npdr + evolutive cortico nuclear cataract

61

f

5

moderate chronic renal failure

6.1

100

1

0

Moderate

0

moderate npdr

63

f

2

gfr slightly decreased

5.8

130

0

0

Sedentarity

0

moderate npdr

42

f

5

gfr slightly decreased

9

50

0

0

Moderate

0

moderate npdr

59

f

18

severe chronic renal failure

30

1

0

Sedentarity

1

severenpdr

57

f

1

moderate chronic renal failure

7.7

30

1

0

Sedentarity

0

severenpdr

70

m

19

normal or increasing gfr

9.1

36

1

0

Sedentarity

0

severenpdr + beginning cortical cataract

60

f

15

moderate chronic renal failure

125

0

0

Sedentarity

1

severe npdr

61

m

2

normal or increasing gfr

6.7

132

0

0

Sedentarity

0

severe npdr

58

m

3

gfr slightly decreased

6.2

62

0

1

Moderate

1

minimal pdr

54

f

1

normal or increasing gfr

10.5

36

0

0

Sedentarity

0

minimal pdr

45

f

10

gfr slightly decreased

11.2

300

1

0

Sedentarity

1

minimal pdr

67

f

15

moderate chronic renal failure

9.9

31

0

0

Moderate

0

moderate pdr + focal edematous maculopathy

54

f

4

gfr slightly decreased

6.6

122

1

0

Sedentarity

0

severe pdr

63

m

3

normal or increasing gfr

14.25

45

0

0

Sedentarity

1

severe pdr + hypertensive retinopathy

63

f

12

moderate chronic renal failure

5

1

0

Sedentarity

1