Open loop linear parametric modeling of the QT variability

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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.

Original languageEnglish
Title of host publicationProceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
Pages6453-6456
Number of pages4
DOIs
Publication statusPublished - 2009
Event31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 - Minneapolis, MN, United States
Duration: Sep 2 2009Sep 6 2009

Other

Other31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009
CountryUnited States
CityMinneapolis, MN
Period9/2/099/6/09

Fingerprint

Depolarization
Model structures
Electrocardiography
Noise
Respiration
Head
Modulation

ASJC Scopus subject areas

  • Cell Biology
  • Developmental Biology
  • Biomedical Engineering
  • Medicine(all)

Cite this

Porta, A., Tobaldini, E., Magagnin, V., Bassani, T., Gnecchi-Ruscone, T., & Montano, N. (2009). Open loop linear parametric modeling of the QT variability. In Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009 (pp. 6453-6456). [5333541] https://doi.org/10.1109/IEMBS.2009.5333541

Open loop linear parametric modeling of the QT variability. / Porta, Alberto; Tobaldini, Eleonora; Magagnin, Valentina; Bassani, Tito; Gnecchi-Ruscone, Tomaso; Montano, Nicola.

Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. p. 6453-6456 5333541.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Porta, A, Tobaldini, E, Magagnin, V, Bassani, T, Gnecchi-Ruscone, T & Montano, N 2009, Open loop linear parametric modeling of the QT variability. in Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009., 5333541, pp. 6453-6456, 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, Minneapolis, MN, United States, 9/2/09. https://doi.org/10.1109/IEMBS.2009.5333541
Porta A, Tobaldini E, Magagnin V, Bassani T, Gnecchi-Ruscone T, Montano N. Open loop linear parametric modeling of the QT variability. In Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. p. 6453-6456. 5333541 https://doi.org/10.1109/IEMBS.2009.5333541
Porta, Alberto ; Tobaldini, Eleonora ; Magagnin, Valentina ; Bassani, Tito ; Gnecchi-Ruscone, Tomaso ; Montano, Nicola. / Open loop linear parametric modeling of the QT variability. Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. 2009. pp. 6453-6456
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