• DocumentCode
    1820700
  • Title

    An algorithm for QRS onset and offset detection in single lead electrocardiogram records

  • Author

    Manriquez, A.I. ; Qinghua Zhang

  • Author_Institution
    IRISA-INRIA, Rennes
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    541
  • Lastpage
    544
  • Abstract
    In this paper a new algorithm is proposed for QRS onset and offset detection in single lead electrocardiogram (ECG) records. In each cardiac cycle, the R peak is first detected to serve as a reference to delimit the search windows for the QRS onset and offset. Then, an auxiliary signal is defined from the envelope of the ECG signal. Finally, a statistical hypothesis test is applied to the auxiliary signal in order to detect mean changes. The performances of the algorithm have been evaluated using the PhysioNet QT database. The mean and standard deviation of the differences between onsets or offsets manually marked by cardiologists and those detected by the proposed algorithm are computed. The standard deviations obtained in this work are around the tolerances accepted by expert physicians, and slightly outperform the results obtained by the other known algorithms evaluated with the same database.
  • Keywords
    bioelectric phenomena; electrocardiography; medical signal processing; ECG signal; PhysioNet QT database; QRS offset detection; QRS onset detection; cardiac cycle; electrocardiogram records; Cardiac disease; Cardiology; Databases; Detection algorithms; Electric variables measurement; Electrocardiography; Performance evaluation; Signal design; Signal processing algorithms; Testing; Algorithms; Animals; Automatic Data Processing; Databases, Factual; Electrocardiography; Humans; Myocardial Contraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4352347
  • Filename
    4352347