• 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