Machine learning-based prediction model for 30-day readmission risk in elderly patients with type 2 diabetes mellitus and heart failure: a retrospective cohort study with SHAP interpretability analysis
This study developed a high-performing, interpretable machine learning model for predicting 30-day readmission risk, providing a valuable clinical decision-making tool.
Authors
- Dasheng Lu (ORCID: https://orcid.org/0000-0001-6961-3874)
- Y J Chen
- L Wang
- Mo Yang (ORCID: https://orcid.org/0000-0002-5449-9957)
- Hong-Xiang Zhang
- Chao Wei
Institutions
- Wannan Medical College (CN)
Publication Details
- Journal
- Frontiers in Cardiovascular Medicine
- Published
- 2026-01-07
- DOI
- https://doi.org/10.3389/fcvm.2025.1673159
- Citations
- 1
- Primary Topic
- Heart Failure Treatment and Management
- Type
- article
- Field-Weighted Citation Impact
- 30.07