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

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E. S. Lee

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#large language models Open access Sep 2026

Language model-assisted label refinement for accurate sepsis detection from electronic health records

STRIDE, a machine-learning framework for sepsis detection across seven hospitals with a scalable approach to label quality, outperformed SOFA and Epic on discrimination and showed favorable calibration by Brier score, while retaining strong discrimination among SIRS-positive non-septic encounters.

I. K. Kalyvianakis, C. De Amezaga, E. S. Lee et al. · 0 citations

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