• DocumentCode
    3107837
  • Title

    Multiscale Detection in ECG Multifractal Structure

  • Author

    Yang, Xiaodong ; Sun, Tongfeng ; Ma, Shanshan ; Zhou, Yong

  • Author_Institution
    Sch. of Comput. Sci. & Technol., China Univ. of Min. & Technol., Xuzhou, China
  • fYear
    2010
  • fDate
    18-20 June 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we introduce a novel measure to characterize multifractality of the electrocardiogram (ECG) signal, the mass exponent spectrum curvature. This parameter reflects nonlinear accumulations of discrepancies of singularity strengths from all adjacent points of the curve. Larger values of it denote stronger multifractality. Moreover, we propose the multiscale analysis method to find the most effective indicators for expressing complex dynamic characteristics during cardiac electrical activities. After carrying out drugs experiments on the mice, we find there always exists a certain scale factor range in which the absolute magnitudes of ECG mass exponent spectra curvature are larger than others, and this range is not changed with data length and maximal scale factor. These conclusions might provide the theoretical bases for early diagnoses and clinical applications.
  • Keywords
    electrocardiography; medical signal detection; patient diagnosis; ECG mass exponent spectra curvature; ECG multifractal structure; cardiac electrical activity; clinical applications; discrepancy nonlinear accumulations; electrocardiogram signal; mass exponent spectrum curvature; maximal scale factor; multiscale analysis method; multiscale detection; patient diagnosis; singularity strengths; Computer science; Drugs; Electrocardiography; Entropy; Fractals; Frequency; Mice; Q measurement; Sun; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
  • Conference_Location
    Chengdu
  • ISSN
    2151-7614
  • Print_ISBN
    978-1-4244-4712-1
  • Electronic_ISBN
    2151-7614
  • Type

    conf

  • DOI
    10.1109/ICBBE.2010.5515828
  • Filename
    5515828