The iCARE-DM Model for Five-Year T2DM Risk Prediction in the Elderly Population from Chinese Routine Public Health Services — China, 2017–2024
The iCARE-DM model demonstrated higher accuracy than the NCDRS model and exhibited superior robustness and generalizability compared to the ML models. The iCARE-DM model provides a robust, culturally adapted tool for T2DM risk assessment in elderly Chinese individuals.
Authors
- Xinyue Han (ORCID: https://orcid.org/0000-0001-6004-1929)
- Jialu Yang (ORCID: https://orcid.org/0009-0002-7833-9787)
- Yan Liu (ORCID: https://orcid.org/0000-0002-8193-6729)
- Xinxiu Zhou (ORCID: https://orcid.org/0000-0001-7808-9402)
- Qiao Deng
- Yanan Wang (ORCID: https://orcid.org/0000-0003-3207-5237)
- Ben Zhang (ORCID: https://orcid.org/0000-0002-1176-2604)
- Wanting Feng
- Huifang Yang (ORCID: https://orcid.org/0000-0002-8848-397X)
- Min Xia (ORCID: https://orcid.org/0000-0001-6751-0783)
- Jiayuan Li (ORCID: https://orcid.org/0000-0002-6965-8877)
- Tao Zhang (ORCID: https://orcid.org/0009-0006-2902-7153)
- Shouling Wu
- Yilin Teng
Institutions
- Sun Yat-sen University (CN)
- Sichuan University (CN)
- West China Medical Center of Sichuan University (CN)
- West China Hospital of Sichuan University (CN)
- Kailuan General Hospital (CN)
- Shenzhen Bao'an District People's Hospital (CN)
Publication Details
- Journal
- China CDC Weekly
- Published
- 2025-01-01
- DOI
- https://doi.org/10.46234/ccdcw2025.111
- Primary Topic
- Cardiovascular Health and Risk Factors
- Type
- article
- Field-Weighted Citation Impact
- 0.00