Deep Learning Classification of Unipolar Electrograms in Human Atrial Fibrillation: Application in Focal Source Mapping

Focal sources are potential targets for atrial fibrillation (AF) catheter ablation, but they can be time-consuming and challenging to identify when unipolar electrograms (EGM) are numerous and complex. Our aim was to apply deep learning (DL) to raw unipolar EGMs in order to automate putative focal s...

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Detalles Bibliográficos
Autores principales: Liao, Shun, Ragot, Don, Nayyar, Sachin, Suszko, Adrian, Zhang, Zhaolei, Wang, Bo, Chauhan, Vijay S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360838/
https://www.ncbi.nlm.nih.gov/pubmed/34393823
http://dx.doi.org/10.3389/fphys.2021.704122

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8360838/
https://www.ncbi.nlm.nih.gov/pubmed/34393823
http://dx.doi.org/10.3389/fphys.2021.704122

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