• DocumentCode
    1333789
  • Title

    Some physiologically meaningful features obtained from the vectorcardiography

  • Author

    Abeysekera, R.M.S.S.

  • Author_Institution
    Western Australia Univ., Perth, WA, Australia
  • Volume
    10
  • Issue
    3
  • fYear
    1991
  • Firstpage
    58
  • Lastpage
    63
  • Abstract
    The nature of the information provided by the vectorcardiograph (VCG) is described, and the use of Fourier descriptors in VCG classification is discussed. The Fourier transform relation of the VCG loop, cardiac axis determination from Fourier descriptors, and PVC screening using Fourier descriptors are considered. To demonstrate the usefulness of the features discussed as a feature set for the classification process, two different data sets from the MIT/BIH database are serially analysed. The use of Fourier descriptors in 2-D template matching is also discussed.<>
  • Keywords
    Fourier transforms; electrocardiography; physiology; vectors; 2D template matching; Fourier descriptors; Fourier transform; MIT/BIH database; cardiac axis determination; classification process; physiologically meaningful features; vectorcardiography; Biological system modeling; Displays; Electrocardiography; Electrodes; Heart; Humans; Mathematical model; Principal component analysis; Thyristors; Torso;
  • fLanguage
    English
  • Journal_Title
    Engineering in Medicine and Biology Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0739-5175
  • Type

    jour

  • DOI
    10.1109/51.84192
  • Filename
    84192