An Inverse Relation between Hyperglycemia and Skeletal Muscle Mass Predicted by Using a Machine Learning Approach in Middle-Aged and Older Adults in Large Cohorts

An Inverse Relation between Hyperglycemia and Skeletal Muscle Mass Predicted by Using a Machine Learning Approach in Middle-Aged and Older Adults in Large Cohorts

Background: Skeletal muscle mass (SMM) and fat mass (FM) are essentially required for health and quality of life in older adults. Objective: To generate the best SMM and FM prediction models using machine learning models incorporating socioeconomic, lifestyle, and biochemical parameters and the urba...

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Bibliographic Details
Main Authors: Xuangao Wu, Sunmin Park
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Journal of Clinical Medicine
Subjects:
skeletal muscle mass
fat mass
machine learning
grip strength
prediction model
platelet
Online Access:https://www.mdpi.com/2077-0383/10/10/2133

Internet

https://www.mdpi.com/2077-0383/10/10/2133

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