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Author

Qi Deng

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Open access Aug 2026

AdaBoost-based differential diagnosis of gouty arthritis and rheumatoid arthritis: model construction, temporal validation, and SHAP visualization

An AdaBoost-based model leveraging routine blood indices for precise GA/RA differentiation is developed and validated, holding significant promise for optimizing early triage in primary care, while offering novel pathophysiological insights through the lens of lipid metabolism.

Jingshen Su, Tao Peng, Zilin Chen et al. · 0 citations
Open access Aug 2026

Machine learning-based prediction of prolonged length of stay in older patients with type 2 diabetes mellitus and cardiovascular disease

The XGBoost-based model effectively predicts PLOS risk in older T2DM-CVD patients and shows promise for early identification of high-risk individuals and optimization of medical resource allocation within the institutional setting.

Yixia Zuo, Jian-Fei Chen, Jie Wang et al. · 0 citations

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