• DocumentCode
    835379
  • Title

    Detection and feature extraction of atrial tachyarrhythmias

  • Author

    Stridh, M. ; Bollman, A. ; Olsson, S.B. ; Sornmo, Leif

  • Author_Institution
    Dept. of Electrosci., Lund Univ.
  • Volume
    25
  • Issue
    6
  • fYear
    2006
  • Firstpage
    31
  • Lastpage
    39
  • Abstract
    Analysis of atrial tachyarrhythmias requires that an atrial signal has first been extracted from the electrocardiogram (ECG), resulting in the so-called residual ECG. This article introduces a novel method for atrial rhythm analysis that condenses different signal parameters into three rhythm features, reflecting signal structure, frequency regularity, and waveform type. A three-stage method for atrial signal analysis is introduced and comprises atrial signal extraction, atrial signal characterization, and atrial rhythm feature analysis. The present study is example based and illustrates the potential of the method. A quantitative evaluation of the performance of the method will be done in a future study
  • Keywords
    electrocardiography; feature extraction; medical signal detection; medical signal processing; ECG; atrial rhythm analysis; atrial rhythm feature analysis; atrial signal characterization; atrial signal extraction; atrial tachyarrhythmias; electrocardiogram; feature extraction; frequency regularity; signal detection; signal structure; waveform type; Atrial fibrillation; Electrocardiography; Feature extraction; Independent component analysis; Monitoring; Performance analysis; Rhythm; Signal analysis; Spatiotemporal phenomena; Time frequency analysis;
  • fLanguage
    English
  • Journal_Title
    Engineering in Medicine and Biology Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0739-5175
  • Type

    jour

  • DOI
    10.1109/EMB-M.2006.250506
  • Filename
    4015953