Comparative study on risk prediction model of type 2 diabetes based on machine learning theory: a cross-sectional study

Abstract

In this study, six types of risk prediction models for T2DM were constructed, and the predictive effects of these models were compared based on various indicators. The results showed that back propagation neural network based on the selected data set had the best prediction effect.