Designing a Logistic Regression Model for a Dataset to Predict Diabetic Foot Ulcer in Diabetic Patients: High-Density Lipoprotein (HDL) Cholesterol Was the Negative Predictor.

Seyyed Amir Yasin AhmadiRazieh ShirzadeganNazanin MousaviErmia FarokhiMaryam SoleimaninejadMehrzad Jafarzadeh

Published in: Journal of diabetes research (2021)

This model can be used clinically for consulting the patients. The only negative predictor of the risk is HDL cholesterol. Keeping the HDL level more than 50 (mg/dl) is strongly suggested. Logistic regression modeling is a simple and practical method to be used in the clinic.

Keyphrases

high density
low density lipoprotein
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
primary care
prognostic factors
peritoneal dialysis
patient reported outcomes