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
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