Predicting the Risk of Incident Type 2 Diabetes Mellitus in Chinese Elderly Using Machine Learning Techniques

Predicting the Risk of Incident Type 2 Diabetes Mellitus in Chinese Elderly Using Machine Learning Techniques

Early identification of individuals at high risk of diabetes is crucial for implementing early intervention strategies. However, algorithms specific to elderly Chinese adults are lacking. The aim of this study is to build effective prediction models based on machine learning (ML) for the risk of typ...

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Bibliographic Details
Main Authors: Qing Liu, Miao Zhang, Yifeng He, Lei Zhang, Jingui Zou, Yaqiong Yan, Yan Guo
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Journal of Personalized Medicine
Subjects:
type 2 diabetes mellitus (T2DM)
machine learning
prediction model
Chinese elderly
Online Access:https://www.mdpi.com/2075-4426/12/6/905

Internet

https://www.mdpi.com/2075-4426/12/6/905

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