• DocumentCode
    2359370
  • Title

    An alternative decision rule for threshold based T-wave measurement algorithms based on second derivative extrema

  • Author

    Farina, P.V.R. ; Laguna, P. ; Martinez, Juan Pablo ; Turiel, J.P. ; López, A. Herreros ; Wong, S.

  • Author_Institution
    Fundacion CARTIF, Valladolid
  • fYear
    2008
  • fDate
    14-17 Sept. 2008
  • Firstpage
    709
  • Lastpage
    712
  • Abstract
    QT interval is a surface ECG measure which has been the subject of great research interest. Usually, a prolongation of the QT interval beyond the normal value is associated with bad cardiac prognosis. In this paper we revisit the wavelet transform based method. Rather than using a threshold related or the highest inflection point of the derivative, we use the extreme on the second derivative which appears ahead of the inflexion point. This rule differs from the thresholds one in its simplicity of application and its potential for real time analysis. The algorithm detects the end of the T-wave by using the first and second derivative on the fifth scale. Results for the T wave obtained in simulations give a mean error of -6.73 +/- 14.5 ms (-7.80 +/- 21.04 ms when adding white noise in a SNR of approximately 4 dB) whereas results in Physionetpsilas QTDB give (-1.22 +/- 38.85 ms) in the case of T end locations. The results for the threshold method were (-1.6 +/- 18.1 ms).
  • Keywords
    differentiation; electrocardiography; medical signal detection; numerical analysis; wavelet transforms; QT interval prolongation; T-wave end detection; decision rule; fifth scale first derivative; fifth scale second derivative; inflection point; second derivative extrema; surface ECG QT interval; threshold based T-wave measurement algorithms; wavelet transform based method; Cardiology; Communications technology; Discrete wavelet transforms; Electrocardiography; Filter bank; Frequency; Heart rate interval; Spline; Wavelet transforms; White noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2008
  • Conference_Location
    Bologna
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4244-3706-1
  • Type

    conf

  • DOI
    10.1109/CIC.2008.4749140
  • Filename
    4749140