• DocumentCode
    2741859
  • Title

    Simulation of spontaneous cardiovascular variability using PNEUMA

  • Author

    Ivanova, O.V. ; Khoo, Michael C K

  • Author_Institution
    Dept. of Biomedical Eng., Southern California Univ., Los Angeles, CA, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    1-5 Sept. 2004
  • Firstpage
    3901
  • Lastpage
    3904
  • Abstract
    In a previous study, we introduced PNEUMA, a physiologically realistic comprehensive model incorporating the respiratory, cardiovascular and neural control systems, aimed at characterizing cardiorespiratory mechanisms during sleep disordered breathing. The goal of this study was to integrate the pulsatile heart and comprehensive pulmonary and systemic circulation components into the existing PNEUMA model for investigation of the cardiovascular regulation mechanisms leading to heart period fluctuations. All model parameters were given on the basis of actual physiological data from literature. The autoregressive spectral analysis was performed to evaluate model generated RR intervals: the results of spectral analysis of RR intervals suggest that our model correctly accounts for major key aspects of autonomic control that are known to contribute into RR variability.
  • Keywords
    autoregressive processes; cardiovascular system; medical computing; neurophysiology; physiological models; pneumodynamics; pulsatile flow; sleep; spectral analysis; PNEUMA; RR intervals; autoregressive spectral analysis; cardiorespiratory mechanisms; cardiovascular control system; cardiovascular regulation mechanisms; heart period fluctuations; neural control system; physiologically realistic comprehensive model; pulsatile heart; respiratory control system; sleep disordered breathing; spontaneous cardiovascular variability; Arteries; Blood pressure; Cardiology; Cardiovascular system; Centralized control; Heart; Mathematical model; Myocardium; Respiratory system; Veins; Autonomic control; RR intervals variability; physiological modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-8439-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.2004.1404091
  • Filename
    1404091