• DocumentCode
    2393531
  • Title

    Open loop linear parametric modeling of the qt variability

  • Author

    Porta, Alberto ; Tobaldini, Eleonora ; Magagnin, Valentina ; Bassani, Tito ; Gnecchi-Ruscone, Tomaso ; Montano, Nicola

  • Author_Institution
    Dept. of Technol. for Health, Univ. of Milan, Milan, Italy
  • fYear
    2009
  • fDate
    3-6 Sept. 2009
  • Firstpage
    6453
  • Lastpage
    6456
  • Abstract
    Open loop linear parametric modeling approach was applied to describe the variability of the ventricular depolarization and repolarization duration (i.e. the QT interval from the ECG). Several model structures were compared. The model maximizing the goodness of fit describes the QT interval as a linear combination of its own past values plus two exogenous influences (i.e. heart period interval and respiration) and a colored noise. When this model was applied to a protocol imposing a progressive increase of the sympathetic activity and modulation (i.e. the graded head-up tilt), the goodness of fit gradually decreased, thus suggesting a progressive uncoupling between QT duration and heart period that cannot be the result of influences unrelated to heart period changes.
  • Keywords
    electrocardiography; medical signal processing; optimisation; pneumodynamics; ECG; QT variability; colored noise; goodness of fit; heart period interval; maximization; open loop linear parametric modeling; respiration; ventricular depolarization; ventricular repolarization; Adult; Algorithms; Computer Simulation; Diagnosis, Computer-Assisted; Feedback; Female; Heart Conduction System; Heart Rate; Humans; Linear Models; Male; Middle Aged; Models, Cardiovascular; Reference Values; Signal Processing, Computer-Assisted; Young Adult;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
  • Conference_Location
    Minneapolis, MN
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-3296-7
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2009.5333541
  • Filename
    5333541