Scientific Reports· 2025Q1
A dynamic weighted ensemble learning framework for cardiovascular risk prediction in type 2 diabetes: a comparative study with SHAP-based interpretability
- 35citations
- Q1SCImago
- 2025year
Short summary
A novel dynamic weighted ensemble model integrating Traditional Chinese Medicine (TCM) tongue diagnosis and modern biomarkers achieved 95.68% accuracy in predicting cardiovascular risk in Type 2 diabetes patients, outperforming traditional models.
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