Gui-Qiu Cao

Development and comparative evaluation of machine learning algorithms and Cox regression for predicting fasting plasma glucose-defined incident prediabetes: a longitudinal cohort study

To develop, compare, and externally evaluate machine learning (ML) and Cox regression models for predicting fasting plasma glucose (FPG)-defined incident prediabetes. We performed a secondary analysis of a publicly available Chinese health-examination cohort and conducted an external comparative evaluation i...