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Author

S. Shvyrev

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Open access Oct 2026

Prospective internal validation of an XGBoost-based machine learning model for sepsis prediction in patients with prolonged ICU stays

Introduction: to prospectively validate a previously developed machine learning model for predicting sepsis onset in this patient population. Methods: Prospective validation was conducted in accordance with TRIPOD+AI recommendations using data from the Russian Intensive Care Dataset (RICD v3.0). The XGBoost-based mode...

M. Yadgarov, O. Rebrova, S. Shvyrev et al. · 0 citations

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