• DocumentCode
    409576
  • Title

    An integral atrial wave identification based on spatiotemporal source separation: clinical validation

  • Author

    Castells, F. ; Ruiz, R. ; Rieta, J.J. ; Millet, J.

  • Author_Institution
    Bioeng., Electron. & Telemedicine Res. Group, Univ. Politecnica Valencia, Spain
  • fYear
    2003
  • fDate
    21-24 Sept. 2003
  • Firstpage
    717
  • Lastpage
    720
  • Abstract
    This contribution presents a new methodology for the estimation of the atrial activity (AA) in supraventricular arrhythmias. The method is an adaptation of source separation techniques to this specific problem, including spatial and temporal information. An extensive clinical study over 45 patients demonstrates the suitability of the method. A spectral analysis of the estimated AA shows that the spectral concentration around the main peak is 13% in average higher than in the AA obtained with other source separation methods. Spectral differences between atrial fibrillation (AF) and atrial flutter (AFL) were also found: AF and AFL have main frequencies over 5 Hz and below 5 Hz respectively. In addition, AFL spectrum is characterized by the presence of harmonics.
  • Keywords
    blind source separation; electrocardiography; harmonics; medical signal processing; spatiotemporal phenomena; spectral analysis; atrial activity; atrial fibrillation; atrial flutter; harmonics; integral atrial wave identification; spatiotemporal source separation; spectral analysis; supraventricular arrhythmias; Additive white noise; Databases; Electrocardiography; Frequency; Gaussian noise; Independent component analysis; Principal component analysis; Source separation; Spatiotemporal phenomena; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2003
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-8170-X
  • Type

    conf

  • DOI
    10.1109/CIC.2003.1291256
  • Filename
    1291256