• DocumentCode
    2039442
  • Title

    Modifications in the heart dynamics of patients with cardiac disease

  • Author

    Silva, Fmhsp ; Filho, Ac Silva ; Souza, OF ; Junior, L. Gallo

  • Author_Institution
    Univ. of Sao Paulo, Ribeirao Preto, Brazil
  • fYear
    2009
  • fDate
    13-16 Sept. 2009
  • Firstpage
    421
  • Lastpage
    424
  • Abstract
    We know, nowadays, that the dynamics of cardio respiratory system is extremely complex and chaotic. Any modification in the systems dynamics can be a sign of a disease. This work investigates the presence of modifications in the dynamics of the cardiac rhythms through the observations in the dynamics of the attractor built from RR series. For each series, the decorrelation time was measured in order to obtain the delay time and, then, to reconstruct the attractor. In order to estimate nonlinear parameters, the existence or not of stationarity was investigated through tests that utilize the surrogate procedure. The parameter chosen here is the Correlation Dimension, because it can be interpreted as an indicator of the degree of system´s organization. In this way, the more complex is a system, the greater is its Correlation Dimension. That was exactly what we got: the correlation dimension is significantly smaller in the group of man with cardiac disease.
  • Keywords
    decorrelation; diseases; electrocardiography; medical signal processing; time series; ECG signals; RR series; attractor dynamics; cardiac disease; cardiac rhythm dynamics; cardio respiratory system; correlation dimension; decorrelation time; delay time; heart dynamics; nonlinear parameters; Cardiac disease; Cardiology; Cardiovascular diseases; Chaos; Decorrelation; Heart; Nonlinear dynamical systems; Respiratory system; Rhythm; Time measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers in Cardiology, 2009
  • Conference_Location
    Park City, UT
  • ISSN
    0276-6547
  • Print_ISBN
    978-1-4244-7281-9
  • Electronic_ISBN
    0276-6547
  • Type

    conf

  • Filename
    5445381