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Updated: Jun 24, 2026

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Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
Published on: January 16, 2019
Collection of annotated data in a clinical validation study for alarm algorithms in intensive care--a methodologic
Sylvia Siebig1, Silvia Kuhls, Michael Imhoff
1Department of Internal Medicine I, Hospital of the University of Regensburg, D-93042 Regensburg, Germany. sylvia.siebig@klinik.uni-r.de
Journal of Critical Care
|March 31, 2009
Summary
Critically ill patients generate numerous false alarms, reducing ICU staff alertness. A new system using real-time data and video annotations aims to develop smarter alarms, improving patient safety by reducing alarm fatigue.
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2026-06-19T13:36:18.622257+00:00
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