DocumentCode
3749010
Title
Orthogonal component analysis to remove ventricular far field in non periodic sustained atrial flutter
Author
Gustavo Lenis;Tobias Oesterlein;Dan-Timon Rudolph;Olaf D?ssel
Author_Institution
Institute of Biomedical Engineering (IBT), Karlsruhe Institute of Technology (KIT), Germany
fYear
2015
Firstpage
669
Lastpage
672
Abstract
Automatic signal processing of intracardiac electrograms plays a decisive role in the diagnosis and treatment of supraventricular arrhythmias. During sustained atrial flutter, a repetitive signal is measured in the atrium. However, the ventricular far field may overlap with the atrial activity and compromises the automatic signal processing tools during the intervention. Recently, a new method based on periodic component analysis was proposed as an artifact removal technique. The method works satisfactorily with highly periodic atrial activities but fails to reconstruct not regularly repeating signals . In order to account for that case, we developed a new method based on orthogonal component analysis to reconstruct the corrupted atrial electrocardiograms obscured by ventricular far field. We tested the method on synthetic signals and proved it to be successful. The reconstructed signals were of higher quality and the computation time was drastically shorter than the already existing periodic component analysis. We conclude that the new method can be used in realistic scenarios in the future.
Keywords
"Principal component analysis","Correlation","Standards","Electrocardiography","Algorithm design and analysis","Distance measurement","Signal processing"
Publisher
ieee
Conference_Titel
Computing in Cardiology Conference (CinC), 2015
ISSN
2325-8861
Print_ISBN
978-1-5090-0685-4
Electronic_ISBN
2325-887X
Type
conf
DOI
10.1109/CIC.2015.7410999
Filename
7410999
Link To Document