Exploring predictive factors of physiological, biochemical indicators, and lifestyle for macrovascular complications in type 2 diabetes: a synthesis of machine learning models
Among patients with vascular complications, the disconnect between health behavior risks and subjective health perception is more pronounced. Elevated body temperature, high blood pressure, triglycerides, and fasting glucose indicate inflammation, increasing cardiovascular risk; moderate regular exercise provides protection.
Authors
- Bo Shang (ORCID: https://orcid.org/0000-0001-9040-5332)
- Chengjing Wei
- Yaoqin Lu (ORCID: https://orcid.org/0000-0002-7890-5120)
- Yukai Li
- Yunlong Li
- Sheng Jiang
- Qingyue Yang
Institutions
- Xinjiang Medical University (CN)
- First Affiliated Hospital of Xinjiang Medical University (CN)
- Yili Normal University (CN)
- Xinjiang Uygur Autonomous Region Disease Prevention and Control Center (CN)
- Taiwan Centers for Disease Control (TW)
Publication Details
- Journal
- Frontiers in Endocrinology
- Published
- 2026-02-17
- DOI
- https://doi.org/10.3389/fendo.2026.1696240
- Primary Topic
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Xinjiang Province