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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

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