• DocumentCode
    333496
  • Title

    Short-time nonlinear dynamical analysis of heart rate variability in dogs after acute myocardial infarction

  • Author

    Qin, Ming Xin ; Zang, Yi Min ; Shi, Xue Tao ; Fu, Feng

  • Author_Institution
    Dept. of Biomed. Eng., Fourth Mil. Med. Univ., Xian, China
  • fYear
    1998
  • fDate
    29 Oct-1 Nov 1998
  • Firstpage
    330
  • Abstract
    This paper presents the concept of the short-time nonlinear dynamical analysis of heart rate variability for physiological animal experiments and pharmacological experiments as well as clinical diagnosis and prognosis. We established an animal experiment protocol of myocardial ischemia to observe the results of the short-time nonlinear dynamical analysis of heart rate variability and compared the nonlinear dynamical parameters of heart rate variability with the results of myocardial perfusion SPECT under myocardial ischemia. The experiment results on seven dogs showed (1) after acute myocardial infarction the correlation dimension and approximate entropy decreased apparently and gradually increased after 15 days; (2) after acute myocardial infarction the Lyapunov exponent increases and gradually recovery to normal value with time; (3) the developing trends of the nonlinear dynamical parameters were coincident with the SPECT results; (4) from our experiment the correlation dimension is the most sensitive parameter and had a good identity with the results of SPECT image. So we think the short-time analysis of the nonlinear dynamics is a good way to determine gradually increased the degree of the myocardial ischemia and to asses the risk after acute myocardial infarction
  • Keywords
    Lyapunov methods; cardiovascular system; chaos; correlation theory; electrocardiography; entropy; fractals; nonlinear dynamical systems; time series; ECG analysis; Lyapunov exponent; acute myocardial infarction; approximate entropy; chaos; correlation dimension; dogs; fractals; heart rate variability; myocardial ischemia; myocardial perfusion SPECT; pharmacological experiments; physiological animal experiments; short-time nonlinear dynamical analysis; time series; Animals; Arteries; Clinical diagnosis; Dogs; Electrocardiography; Heart rate variability; Ischemic pain; Myocardium; Nonlinear dynamical systems; Performance analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
  • Conference_Location
    Hong Kong
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5164-9
  • Type

    conf

  • DOI
    10.1109/IEMBS.1998.745909
  • Filename
    745909