Key result
Infrared bubble sensors and adaptive occlusion algorithms reduce false alarms by ignoring clinically insignificant events.
Why the study?
Alarm fatigue in the hospital environment is a recurring problem that technical factors may help resolve.
Technical modifications to medical device sensors and actuators can reduce false alarm rates and mitigate alarm fatigue.
Targeted sensor refinements may curb false alarms in dialysis and pumps; leaves open broader validation for hospital alarm fatigue.
Alarm fatigue in the hospital environment is a recurring problem that can be solved through technical, human, or organizational considerations. The use of technical factors to get a robust alarm management system is illustrated here by two case studies related to air-in-line detection in peritoneal dialysis and insulin pump occlusion management. Air-in-line sensors are usually very sensitive to the presence of small bubbles stuck on tubing and may therefore deliver false alarms. To provide a reliable estimate of the cumulated air volume pumped an IR sensor technology that is insensitive to small bubbles was implemented and tested. Another strategy was used to limit false occlusion alarms in an insulin patch pump. The piezoelectric actuator of this micropump was servo-controlled to the pressure sensor signal to allow insulin to flow into the patient despite the presence of a partial occlusion. The false alarm rate is thus reduced by using a self-adaptive occlusion detection threshold that has been evaluated using numerical simulations.
No takes yet. Share an insight, caveat, or question.
E. Chappel (2023) studied Alarm fatigue in medical devices. Robust alarm design strategies (IR bubble sensor and self-adaptive occlusion detection) vs. Standard ultrasonic sensors and fixed occlusion thresholds was evaluated. Implementing an infrared bubble sensor and a self-adaptive occlusion detection algorithm in medical devices reduces false alarm rates by ignoring clinically insignificant events.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: