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Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks

Electroanatomical maps are a key tool in the diagnosis and treatment of atrial fibrillation. Current approaches focus on the activation times recorded. However, more information can be extracted from the available data. The fibers in cardiac tissue conduct the electrical wave faster, and their direc...

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Detalhes bibliográficos
Publicado no:Funct Imaging Model Heart
Main Authors: Grandits, Thomas, Pezzuto, Simone, Costabal, Francisco Sahli, Perdikaris, Paris, Pock, Thomas, Plank, Gernot, Krause, Rolf
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7612271/
https://ncbi.nlm.nih.gov/pubmed/35098259
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-78710-3_62
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