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2 results for "icu false alarms"

Challenge Open Access

Reducing False Arrhythmia Alarms in the ICU: The PhysioNet/Computing in Cardiology Challenge 2015

The 2015 PhysioNet/CinC Challenge aims to encourage the development of algorithms to reduce the incidence of false alarms in the Intensive Care Unit (ICU).
false alarm multiparameter icu challenge arrhythmia critical care tachycardia
Published: Feb. 15, 2015. Version: 1.0.0
Database Open Access

VTaC: A Benchmark Dataset of Ventricular Tachycardia Alarms from ICU Monitors

Li-wei Lehman, Benjamin Moody, Lucas McCullum, et al.

False arrhythmia alarms are a persistent problem in intensive care units despite considerable effort from industrial and academic algorithm developers. Among the various arrhythmias, ventricular tachycardia (VT) is particularly challenging to detect…
arrhythmia ventricular tachycardia icu false alarms benchmark dataset machine learning
Published: Sept. 14, 2026. Version: 1.1 | Visualize waveforms