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.