Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autor(en): Gradl S, Kugler P, Lohmüller C, Eskofier B
Herausgeber: IEEE Engineering in Medicine and Biology Society
Jahr der Veröffentlichung: 2012
Tagungsband: Engineering in Medicine and Biology Society, EMBC, 2012
Seitenbereich: 2452-2455
ISBN: 9781424441198
Sprache: Englisch


Abstract


We developed an application for Android™-based mobile devices that allows real-time electrocardiogram (ECG) monitoring and automated arrhythmia detection by analyzing ECG parameters. ECG data provided by pre-recorded files or acquired live by accessing a Shimmer™ sensor node via Bluetooth™ can be processed and evaluated. The application is based on the Pan-Tompkins algorithm for QRS-detection and contains further algorithm blocks to detect abnormal heartbeats. The algorithm was validated using the MIT-BIH Arrhythmia and MIT-BIH Supraventricular Arrhythmia databases. More than 99% of all QRS complexes were detected correctly by the algorithm. Overall sensitivity for abnormal beat detection was 89.5% with a specificity of 80.6%. The application is available for download and may be used for real-time ECG-monitoring on mobile devices. © 2012 IEEE.


FAU-Autoren / FAU-Herausgeber

Eskofier, Björn Prof. Dr.
Stiftungs-Juniorprofessur für Sportinformatik (Digital Sports)
Gradl, Stefan
Stiftungs-Juniorprofessur für Sportinformatik (Digital Sports)
Kugler, Patrick
Lehrstuhl für Informatik 5 (Mustererkennung)


Zitierweisen

APA:
Gradl, S., Kugler, P., Lohmüller, C., & Eskofier, B. (2012). Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices. In IEEE Engineering in Medicine and Biology Society (Eds.), Engineering in Medicine and Biology Society, EMBC, 2012 (pp. 2452-2455). San Diego, CA, US.

MLA:
Gradl, Stefan, et al. "Real-time ECG monitoring and arrhythmia detection using Android-based mobile devices." Proceedings of the 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA Ed. IEEE Engineering in Medicine and Biology Society, 2012. 2452-2455.

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Zuletzt aktualisiert 2019-29-05 um 22:07