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Zhi-Xiang Xu

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#protein folding Open access Sep 2026

Interpretable machine learning models for predicting New-onset acute organ injury within 48 hours of admission in patients with community-acquired acute cholangitis

The RF model predicted new-onset AOI within 48 h in patients with CAAC and provided interpretable individual risk information through SHAP analysis and Decision curve analysis demonstrated a positive net clinical benefit.

Zhi-Xiang Xu, Jun Yao, K. Yan et al. · Frontiers in Medicine · 0 citations