A machine learning model for predicting obesity risk in patients with diabetes mellitus: analysis of NHANES 2007–2018

A machine learning model for predicting obesity risk in patients with diabetes mellitus: analysis of NHANES 2007–2018

BackgroundObesity is a prevalent and clinically significant complication among individuals with diabetes mellitus (DM), contributing to increased cardiovascular risk, metabolic burden, and reduced quality of life. Despite its high prevalence, the risk factors for obesity within this population remai...

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Bibliographic Details
Main Authors: Wenqiang Wang, Ruiqing Mo, Xingyu Chen, Sijie Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Public Health
Subjects:
diabetes mellitus
obesity
machine learning
NHANES
LASSO regression
predictive modeling
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2025.1606751/full
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https://www.frontiersin.org/articles/10.3389/fpubh.2025.1606751/full

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