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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Aris Sugiharto

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Open access Aug 2026

An Explainable PCA-XGBoost Model for Predicting Bloodstream Infection in Hemodialysis Patients

Bloodstream infection (BSI) is a life-threatening complication in hemodialysis (HD) patients with catheter-based vascular access, carrying mortality rates of 15–50%, yet early detection remains challenging due to high-dimensional clinical data with significant multicollinearity. This study develops a BSI prediction mod...

R. Zulaikha, Budi Warsito, Aris Sugiharto · 0 citations

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