In this work we implemented and tested on a prototype tele-monitoring device an algorithmic framework for AF detection. The framework was an adaptation for device implementation of a previously developed QRS complex detector and two AF detectors based on RR irregularity features. Validation on MIT-BIH databases demonstrated the capability of the framework to provide accurate onboard AF detection with overall accuracy of 98% and affordable computation burden. The developed Tele-Holter system may have significant impact on AF prevention and screening programs as well as on the improvement of patient follow-up after cardiac events or interventions.
Optimized algorithms for atrial fibrillation detection by wearable tele-holter devices / Marsili, I.a., Masè, ., Pisetta, ., Ricciardi, E., Andrighetti, A., Ravelli, F., Nollo, G.. - (2016), pp. 1-740. (2nd IEEE International Smart Cities Conference, ISC2 2016 ita 2016) [10.1109/ISC2.2016.7580863].
Optimized algorithms for atrial fibrillation detection by wearable tele-holter devices
Marsili, IA;Masè, .;Pisetta, .;Ricciardi, E;Andrighetti, A.;Ravelli, F.;Nollo, G
2016-01-01
Abstract
In this work we implemented and tested on a prototype tele-monitoring device an algorithmic framework for AF detection. The framework was an adaptation for device implementation of a previously developed QRS complex detector and two AF detectors based on RR irregularity features. Validation on MIT-BIH databases demonstrated the capability of the framework to provide accurate onboard AF detection with overall accuracy of 98% and affordable computation burden. The developed Tele-Holter system may have significant impact on AF prevention and screening programs as well as on the improvement of patient follow-up after cardiac events or interventions.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione
