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EP-PINNs: Cardiac Electrophysiology Characterisation Using Physics-Informed Neural Networks
Accurately inferring underlying electrophysiological (EP) tissue properties from action potential recordings is expected to be clinically useful in the diagnosis and treatment of arrhythmias such as atrial fibrillation. It is, however, notoriously difficult to perform. We present EP-PINNs (Physics I...
| Autores principales: | , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8850959/ https://www.ncbi.nlm.nih.gov/pubmed/35187101 http://dx.doi.org/10.3389/fcvm.2021.768419 |