Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes

[Display omitted] •Full personalization strategy of the Bestel–Clément–Sorine electromechanical model of the heart.•Global parameter estimation from volumes using the Unscented Transform.•Local contractilities estimation from regional volumes using the Reduced Order Unscented Kalman Filter.•Personal...

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Veröffentlicht in:	Medical image analysis 2013-10, Vol.17 (7), p.816-829
Hauptverfasser:	Marchesseau, S., Delingette, H., Sermesant, M., Cabrera-Lozoya, R., Tobon-Gomez, C., Moireau, P., Figueras i Ventura, R.M., Lekadir, K., Hernandez, A., Garreau, M., Donal, E., Leclercq, C., Duckett, S.G., Rhode, K., Rinaldi, C.A., Frangi, A.F., Razavi, R., Chapelle, D., Ayache, N.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Cardiac mechanics Computer Science Computer Simulation Excitation Contraction Coupling - physiology Heart Conduction System - physiology Heart Ventricles - anatomy & histology Humans Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Imaging, Three-Dimensional - methods Magnetic Resonance Imaging, Cine - methods Medical images Medical Imaging Models, Cardiovascular Myocardial Contraction - physiology Organ Size Patient-specific models Precision Medicine - methods Reduced order unscented Kalman filtering Regional volumes Reproducibility of Results Sensitivity and Specificity Ventricular Function, Left - physiology
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