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Table 7 Here we have some of the health conditions that are most likely to lead to complications based upon percentages of patients with that condition that are fast progressors, and Z-scores which correspond to the Z-test result on these particular nodes between fast and slow progressors

From: Predicting onset of complications from diabetes: a graph based approach

Health conditions likely to lead to diabetic complications

Kidney disease

Fast %

Kidney disease

Z-score

0.0 eGFR

92

3.0 Age

18.21

Other organic psychotic conditions (chronic)

85

1.0 eGFR

16.86

Organic sleep disorders

84

0.0 eGFR

16.24

Pain not elsewhere classified

83

Heart failure

15.14

1.0 eGFR

83

Organic sleep disorders

16.01

Myocardial Infarction

Fast %

Myocardial Infarction

Z-score

Pain not elsewhere classified

82

Chronic renal failure

12.46

Chronic renal failure

82

Other forms of chronic ischemic heart disease

11.56

Other organic psychotic conditions (chronic)

81

Heart failure

11.44

0.0 eGFR

81

Hypertensive renal disease

9.96

Hypertensive renal disease

81

3.0 Age

9.92

Heart failure

Fast %

Heart failure

Z-score

Chronic pulmonary heart disease

85

3.0 Age

18.68

Chronic renal failure

85

Chronic renal failure

16.38

Other organic psychotic conditions (chronic)

85

Cardiac dysrhythmias

14.88

Other cerebral degenerations

85

Symptoms involving respiratory system and other chest symptoms

13.97

0.0 eGFR

84

Symptoms involving skin and other integumentary tissue

12.31

Liver disease

Fast %

Liver disease

Z-score

Other cerebral degenerations

88

Organic sleep disorders

11.38

Pain not elsewhere classified

87

Pain not elsewhere classified

9.81

Organic sleep disorders

87

Nonspecific abnormal findings on radiological and other examination of body structure

9.23

Acute renal failure

79

2.0 eGFR

8.48

Chronic renal failure

78

Other diseases of lung

8.41

Retinopathy

Fast %

Retinopathy

Z-score

Neoplasm of uncertain behavior of other and unspecified sites and tissues

82

3.0 Age

12.39

Renal failure unspecified

82

Disorders of lipid metabolism

10.58

Pain not elsewhere classified

81

Symptoms involving respiratory system and other chest symptoms

9.61

Other organic psychotic conditions (chronic)

81

Other and unspecified disorder of joint

9.15

Chronic renal failure

80

Heart failure

8.68

Stroke

Fast %

Stroke

Z-score

Other organic psychotic conditions (chronic)

87

3.0 Age

16.67

Other cerebral degenerations

86

Chronic renal failure

13.42

Pain not elsewhere classified

86

Symptoms involving respiratory system and other chest symptoms

12.09

Senile and presenile organic psychotic conditions

85

Symptoms involving nervous and musculoskeletal systems

11.75

Chronic renal failure

84

Symptoms involving skin and other integumentary tissue

11.56