Yanru Chen

Comparison of Prediction Models for Gestational Diabetes Mellitus: Logistic Model and Random Forest Model

2024 · Highlights in Science Engineering and Technology

This study aimed to develop and evaluate gestational diabetes mellitus (GDM) prediction models based on the logistic regression approach and Random Forest algorithm. GDM, defined as intolerance for glucose when first diagnosed during pregnancy, influences …