A machine learning model for predicting obesity risk in patients with diabetes mellitus: analysis of NHANES 2007–2018
Obesity remains highly prevalent among individuals with type 2 diabetes. Our findings highlight key clinical features associated with obesity risk and provide a practical tool to aid in early identification and individualized management of high-risk patients.
Authors
- Ruiqing Mo
- Xingyu Chen (ORCID: https://orcid.org/0009-0006-6031-2075)
- Sijie Yang (ORCID: https://orcid.org/0009-0001-4890-2922)
- Wenqiang Wang (ORCID: https://orcid.org/0000-0002-4830-8448)
Institutions
- Guangxi Medical University (CN)
- The People's Hospital of Guangxi Zhuang Autonomous Region (CN)
- First Affiliated Hospital of GuangXi Medical University (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-08-22
- DOI
- https://doi.org/10.3389/fpubh.2025.1606751
- Primary Topic
- Artificial Intelligence in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 0.00