Sequential State Estimation for Electrophysiology Models with Front Level-Set Data Using Topological Gradient Derivations - Inria - Institut national de recherche en sciences et technologies du numérique
Communication Dans Un Congrès Année : 2015

Sequential State Estimation for Electrophysiology Models with Front Level-Set Data Using Topological Gradient Derivations

Résumé

We propose a new sequential estimation method for making an electrophysiology model patient-specific, with data in the form of level sets of the electrical potential. Our method incorporates a novel correction term based on topological gradients, in order to track solutions of complex patterns. Our assessments demonstrate the effectiveness of this approach, including in a realistic case of atrial fibrillation.
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Dates et versions

hal-01174916 , version 1 (10-07-2015)

Identifiants

Citer

Annabelle Collin, Dominique Chapelle, Philippe Moireau. Sequential State Estimation for Electrophysiology Models with Front Level-Set Data Using Topological Gradient Derivations. Functional Imaging and Modeling of the Heart 2015, Jun 2015, Maastricht, Netherlands. pp.402-411, ⟨10.1007/978-3-319-20309-6_46⟩. ⟨hal-01174916⟩
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