• DocumentCode
    1678418
  • Title

    New algorithms for QT dispersion analysis

  • Author

    Xue, Qiuzhen ; Reddy, Shankara

  • Author_Institution
    Marquette Med. Syst., Milwaukee, WI, USA
  • fYear
    1996
  • Firstpage
    293
  • Lastpage
    296
  • Abstract
    New algorithms for QT dispersion analysis on standard 12-lead ECG are described. A singular-value-decomposition (SVD)-based filter was designed to smooth T wave and a pattern recognition method was developed to find different T wave patterns and their peaks. Then a least-square curve fitting method was used to locate the T end. A fuzzy thresholding approach was adopted to decide the final T peak and T end. Subsequently, Q to T end dispersion and Q to T peak dispersion of all 12 leads and 6 precordial leads were computed We also studied a SVD-based template matching for QT dispersion. We have tested the new QT dispersion algorithms on ECGs from normals, acute myocardial infarction patients, and serial ECGs for reproducibility. Results show that the new method is effective and consistent in differentiating normal subjects from the abnormal group. The QT dispersion difference for reproducibility is within 1 to 2 sample points.
  • Keywords
    curve fitting; electrocardiography; fuzzy logic; least squares approximations; medical signal processing; pattern classification; singular value decomposition; threshold logic; Q to T end dispersion; Q to T peak dispersion; QT dispersion analysis; SVD-based filter; SVD-based template matching; T wave patterns; T wave smoothing; abnormal group; acute myocardial infarction patients; algorithms; fuzzy thresholding approach; leads; least-square curve fitting method; normals; pattern recognition method; precordial leads; reproducibility; serial ECG; singular-value-decomposition; standard 12-lead ECG; Algorithm design and analysis; Dispersion; Electrocardiography; Filters; Heart rate interval; Morphology; Noise measurement; Noise shaping; Reproducibility of results; Shape measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 1996
  • Conference_Location
    Indianapolis, IN, USA
  • ISSN
    0276-6547
  • Print_ISBN
    0-7803-3710-7
  • Type

    conf

  • DOI
    10.1109/CIC.1996.542531
  • Filename
    542531