Prediction of minor amputation for patients with diabetic foot ulcers

Input Parameters

Years with Diabete
0 2
0 <= Years <= 10 -> 0;
11 <= Years <= 20 -> 1;
Years > 20 -> 2.
Cardiovascular Disease
0 1
0 = No; 1 = Yes.
Random Blood Glucose(mmol/L)
0 2
Random Blood Glucose < 11.1 -> 0;
11.1 <= Random Blood Glucose <= 16.7 -> 1;
Random Blood Glucose > 16.7 -> 0.
Smoking History
0 1
0 = No; 1 = Yes.
DFU History
0 1
0 = No; 1 = Yes.

Prealbumin(g/L)
0 3
35.0g/L <= Albumin < 50.0g/L -> 0;
25.0g/L <= Albumin < 34.9g/L -> 1;
Albumin < 25.0g/L -> 2.
Peripheral Arterial Disease
0 1
0 = No; 1 = Yes.
C-Reactive Protein (CRP)(mg/L)
0 2
0mg/L <= CRP < 8mg/L -> 0;
8mg/L <=Albumin < 100mg/L -> 1;
Albumin >= 100g/L -> 2.
Creatinine(μmol/L)
0 4
54μmol/L <= Creatinine < 134mmol/L -> 0;
134μmol/L <= Creatinine < 187mmol/L -> 1;
187μmol/L <= Creatinine < 452mmol/L -> 2;
452μmol/L <= Creatinine < 772mmol/L -> 3;
Creatinine => 772mol/L -> 4.

Result

Label Value Probability
output1
Predictive minor amputation Value is: Results Interpretation: [0] Means Low Risk of minor amputation. [1] Means High Risk of minor amputation.