Machine Learning for Predicting the 3-Year Risk of Incident Diabetes in Chinese Adults

Machine Learning for Predicting the 3-Year Risk of Incident Diabetes in Chinese Adults

Purpose: We aimed to establish and validate a risk assessment system that combines demographic and clinical variables to predict the 3-year risk of incident diabetes in Chinese adults.Methods: A 3-year cohort study was performed on 15,928 Chinese adults without diabetes at baseline. All participants...

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Bibliographic Details
Main Authors: Yang Wu, Haofei Hu, Jinlin Cai, Runtian Chen, Xin Zuo, Heng Cheng, Dewen Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Public Health
Subjects:
machine learning
extreme gradient boosting
simple stepwise model
Incident diabetes
risk
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2021.626331/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2021.626331/full

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