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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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Dettagli Bibliografici
Pubblicato in:Funct Imaging Model Heart
Autori principali: Grandits, Thomas, Pezzuto, Simone, Costabal, Francisco Sahli, Perdikaris, Paris, Pock, Thomas, Plank, Gernot, Krause, Rolf
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2021
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Accesso online: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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