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Xin-Hua Wu

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Open access Aug 2026

An interpretable XGBoost model for contrast-associated acute kidney injury in patients with acute coronary syndrome: development and geographical external validation

The fixed eight-predictor XGBoost model provided useful cross-hospital risk discrimination for CA-AKI, but its incremental advantage over same-variable logistic regression was limited and external calibration was imperfect.

Chuan-Wei Zhao, Hong-Lin Li, Ya-Ne Yang et al. · 0 citations

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