A Volume Source Method for Solving ECGI Inverse Problem - Archive ouverte HAL
Communication Dans Un Congrès Année : 2021

A Volume Source Method for Solving ECGI Inverse Problem

Résumé

Electrocardiographic Imaging (ECGI) is a non-invasive procedure that allows to reconstruct the electrical activity of the heart from body surface potential map (BSPM). In this paper, we present a volume model to solve the electrocardiography inverse problem capable to take into account structural informations obtained by imaging techniques. The direct problem maps a volume current in the cardiac muscle (ventricles) to the body surface electrical measures. The model is based on coupling bidomain heart model with torso conduction. The corresponding inverse problem is solved with the Tikhonov regularization. Simulated database are used for the evaluation of this method and we compared them to standard method of fundamental solutions (MFS). The sensitivity to noise is also assessed. The correlation coefficients (CC) and the relative error (RE) of activation times were computed. Results show that the CC (respectively RE) median is respectively 0.75 for the volume model and 0.4 for the MFS (respectively 0.31 vs 0.35) on the epicardium. On the endocardium, the CC and the RE median are 0.65 and 0.33 for the volume method. In conclusion, the volume method performs better than the method of fundamental solutions (MFS) for any noise level, and reconstruct in addition endocardial information.
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Dates et versions

hal-03507452 , version 1 (03-01-2022)

Identifiants

Citer

Mohamadou Malal Diallo, Yves Coudière, Rémi Dubois. A Volume Source Method for Solving ECGI Inverse Problem. FIMH 2021 - 11th International Conference on Functional Imaging and Modeling of the Heart, Jun 2021, Stanford / Virtual, United States. pp.551-560, ⟨10.1007/978-3-030-78710-3_53⟩. ⟨hal-03507452⟩
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