AccuRhythm AI
Cloud-based AI algorithms for heart rhythm analysis.
Analyzes heart rhythm data from insertable cardiac monitors to filter out false arrhythmia alerts and improve specificity in detecting atrial fibrillation and asystole.
PROS
- + Dramatically reduces false AF and Pause alerts
- + with reductions up to 89% in validation studies
- + Saves clinicians significant time in reviewing non-actionable alerts
- + potentially hundreds of hours annually
- + Applied automatically and remotely via the CareLink network with no patient action required
- + Maintains high sensitivity for true alerts (e.g.
- + 98.2% and 99.9% for AF and Pause respectively)
CONS
- - Only compatible with Medtronic's LINQ II and Reveal LINQ Insertable Cardiac Monitor (ICM) devices
- - May incorrectly suppress a true positive episode (false negative) in rare instances
- - Pricing is part of a larger
- - proprietary commercial medical device and monitoring system
BEST FOR
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Automatic filtering of false Atrial Fibrillation (AF) alerts from insertable cardiac monitors (ICMs)
-
Reducing false Asystole (Pause) alerts from remote patient monitoring systems
-
Prioritizing clinically meaningful heart rhythm events for physician review
-
Applying deep learning to existing implanted cardiac monitor data via the CareLink network
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