DocumentCode :
636576
Title :
Detection of transient, regional cardiac repolarization alternans by time-frequency analysis of synthetic electrograms
Author :
Orini, M. ; Hanson, Ben ; Taggart, Peter ; Lambiase, Pier
Author_Institution :
Inst. of Cardiovascular Sci., Univ. Coll. London, London, UK
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
3773
Lastpage :
3776
Abstract :
Repolarization alternans (RA), originating at the cellular level, is thought to produce an arrhythmogenic substrate, and surface ECG T-wave alternans (TWA) is a marker of risk for sudden cardiac death. In this paper we study RA in the unipolar electrograms (EGM), which represent the electrical activity of the heart at the tissue level. We first describe a simple analytical model to study how RA, simulated as alternating variations of action potential duration, affects EGM-TWA, and then we propose a novel methodology based on time-frequency analysis to detect EGM-TWA which occurs intermittently in few consecutive beats. In a simulation study, we used a 257-node whole heart model to reproduce several patterns of RA. RA involved specific subsets of adjacent nodes (11, 65 and 257), exhibited different amplitudes (0.25, 0.5 and 1 ms) and lasted for 40 consecutive beats of a 80-beat-long test sequence. Results show a relationship between the spatial distribution of RA and EGM-TWA: the smaller the region where RA occurs, the higher the extent of EGM-TWA. With the proposed methodology, we localized those portions of myocardium which exhibited EGM-TWA with an accuracy higher than 90%.
Keywords :
bioelectric potentials; biological tissues; biomembrane transport; cellular biophysics; electrocardiography; time-frequency analysis; EGM-TWA; action potential; arrhythmogenic substrate; cellular level; electrical activity; heart model; myocardium; regional cardiac repolarization alternans; risk marker; simple analytical model; spatial distribution; surface ECG T-wave alternans; synthetic electrograms; time-frequency analysis; tissue level; transient detection; unipolar electrograms; Accuracy; Electric potential; Electrocardiography; Heart; Morphology; Time-frequency analysis; Transient analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6610365
Filename :
6610365
Link To Document :
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