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

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A. Werner

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Open access Aug 2026

Hybrid Rule-Based and Machine Learning Architecture for Reducing Alert Fatigue in Clinical Decision Support Systems

Clinical decision support systems operating in hospital environments generate large numbers of alerts based on continuously monitored clinical data. A major challenge in such systems is alert fatigue, caused by excessive numbers of notifications and unnecessary escalation of alert severity, which may reduce clinicians’...

A. Werner, Aldona Rosner, Joanna Żywiec et al. · 0 citations

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