• DocumentCode
    858578
  • Title

    Multilead ECG Delineation Using Spatially Projected Leads From Wavelet Transform Loops

  • Author

    Almeida, Rute ; Martinez, Juan Pablo ; Rocha, Ana Paula ; Laguna, Pablo

  • Volume
    56
  • Issue
    8
  • fYear
    2009
  • Firstpage
    1996
  • Lastpage
    2005
  • Abstract
    In this paper, a novel multilead (ML) based automatic strategy for delineation of ECG boundaries is proposed and evaluated with respect to the QRS and T-wave boundaries. The ML strategy is designed from a single-lead (SL) wavelet-transform-based delineation system. It departs from three orthogonal leads and takes advantage of the spatial information provided using a derived lead better fitted for delineation. SL delineation is then applied over this optimal derived lead. The ML strategy produces a reduced error dispersion compared to SL results, thus providing more robust, accurate, and stable boundary locations than any electrocardiographic lead by itself and outperforming strategies based on lead selection rules after SL delineation.
  • Keywords
    edge detection; electrocardiography; medical signal processing; wavelet transforms; QRS-wave boundary; T-wave boundary; electrocardiographic lead; multilead ECG delineation; single-lead wavelet transform; spatially projected lead; stable boundary location; Communication standards; Communications technology; Dissolved gas analysis; Electrocardiography; Frequency; Heart; Helium; Morphology; Robustness; Senior members; Signal to noise ratio; Technological innovation; Wavelet transforms; Derived lead; loop; multilead (ML) ECG; vectocardiogram (VCG); wave delineation; wavelet transform (WT); Electrocardiography; Humans; Reproducibility of Results; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2009.2021658
  • Filename
    4915796