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Updated: Nov 26, 2025

Design and Analysis for Fall Detection System Simplification
Published on: April 6, 2020
[Research of Methods to Reduce Alarm Fatigue of Monitoring System]
Mengxing Liu1,2, Zehui Sun2, Wenyu Ye2
1Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518000.
Objective:
In order to solve alarm fatigue, the algorithm optimization strategies were researched to reduce false and worthless alarms.
Methods:
A four-lead arrhythmia analysis algorithm, a multiparameter fusion analysis algorithm, an intelligent threshold reminder, a refractory period delay technique were proposed and tested with collected 28 679 alarms in multi-center study.
Results:
The sampling survey indicate that the 80.8% of arrhythmia false alarms were reduced by the four-lead analysis, the 55.9% of arrhythmia and pulse false alarms were reduced by the multi-parameter fusion analysis, the 28.0% and 29.8% of clinical worthless alarms were reduced by the intelligent threshold and refractory period delay techniques respectively. Finally, the total quantity of alarms decreased to 12 724.
Conclusions:
To increase the dimensionality of parametric analysis and control the alarm limits and delay time are conducive to reduce alarm fatigue in intensive care units.
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