Prediction of gestational diabetes mellitus in the first 19 weeks of pregnancy using machine learning techniques.

Our objective was to develop a first 19 weeks risk prediction model with several potential gestational diabetes mellitus (GDM) predictors including hepatic and renal and coagulation function measur...