• DocumentCode
    819828
  • Title

    Cycle-Averaged Models of Cardiovascular Dynamics

  • Author

    Parlikar, Tushar A. ; Heldt, Thomas ; Verghese, George C.

  • Author_Institution
    Lab. for Electromagn. & Electron. Syst., MIT, Cambridge, MA
  • Volume
    53
  • Issue
    11
  • fYear
    2006
  • Firstpage
    2459
  • Lastpage
    2468
  • Abstract
    Lumped-parameter time-varying electrical circuit analogs for the cardiovascular system are frequently used in medical research and teaching for simulating and analyzing hemodynamic data. Pulsatile models provide details of the intracycle dynamics of each heart beat. In some settings, however, such as when tracking a hospital patient´s hemodynamic state over time, it is more useful to dynamically track the beat-to-beat or intercycle dynamics. Rather than introducing heuristic averaging during the model-building step, as is done in existing nonpulsatile models, we apply a short-term, cycle-averaging operation to the differential equations of the underlying pulsatile model to obtain cycle-averaged models. The cycle-averaging method preserves the dependence of the output variables on the model parameters. In this paper, we apply cycle averaging to a simple pulsatile cardiovascular model to derive a cycle-averaged model for cardiovascular dynamics. The resultant model captures the intercycle dynamics with relatively small approximation errors for a large range of perturbations in important system parameters
  • Keywords
    cardiovascular system; lumped parameter networks; patient monitoring; time-varying networks; cardiovascular dynamics; cycle averaging; cycle-averaged models; differential equations; nonpulsatile models; patient monitoring; pulsatile models; Analytical models; Cardiology; Cardiovascular system; Circuit simulation; Data analysis; Education; Heart beat; Hemodynamics; Medical simulation; Time varying systems; Cardiovascular dynamics; cycle averaging; cycle-averaged models; nonpulsatile models; patient monitoring; pulsatile models;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Regular Papers, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-8328
  • Type

    jour

  • DOI
    10.1109/TCSI.2006.884457
  • Filename
    4012358