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Global and local parameter estimation of a model of the electrical activity of the heart

Abstract : In this article we study the problem of estimating the parameters of an electrical model of the heart from a temporal recording of extracellular potentials. The chosen model is the reaction-diffusion model on the action potential proposed by Aliev and Panfilov. The strategy consists in building an error criterion based upon a comparison of depolarization fronts between the model and the measures. This error criterion is minimized by a global and then local adjustment of the model parameters. The feasibility of the approach is demonstrated on simulated and real measures on a canine heart.
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https://hal.inria.fr/inria-00070729
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Submitted on : Friday, May 19, 2006 - 9:26:59 PM
Last modification on : Friday, February 4, 2022 - 3:19:36 AM
Long-term archiving on: : Sunday, April 4, 2010 - 9:48:05 PM

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  • HAL Id : inria-00070729, version 1

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Valérie Moreau-Villéger, Hervé Delingette, Maxime Sermesant, Owen Faris, Elliot Mcveigh, et al.. Global and local parameter estimation of a model of the electrical activity of the heart. RR-5269, INRIA. 2004, pp.47. ⟨inria-00070729⟩

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