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

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

Objectives To compare the prediction effects of six models based on machine learning theories, which can provide a methodological reference for predicting the risk of type 2 diabetes mellitus (T2DM).Setting and participants This study was based on the monitoring data of chronic disease risk factors...

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Bibliographic Details
Main Authors: Shu Wang, Shuang Wang, Rong Chen, Ling Luo, Qiaoli Zhang, Danli Kong, Rudai Cao, Chunwen Lin, Jialu Huang, Haibing Yu, Yuan Lin Ding
Format: Article
Language:English
Published: BMJ Publishing Group 2023-08-01
Series:BMJ Open
Online Access:https://bmjopen.bmj.com/content/13/8/e069018.full
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