Optical Mapping-Validated Machine Learning Improves Atrial Fibrillation Driver Detection by Multi-Electrode Mapping

BACKGROUND –: Atrial fibrillation (AF) can be maintained by localized intramural reentrant drivers. However, AF driver detection by clinical surface-only multi-electrode mapping (MEM) has relied on subjective interpretation of activation maps. We hypothesized that application of Machine Learning (ML...

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Detalhes bibliográficos
Publicado no:Circ Arrhythm Electrophysiol
Main Authors: Zolotarev, Alexander M., Hansen, Brian J., Ivanova, Ekaterina A., Helfrich, Katelynn M., Li, Ning, Janssen, Paul M.L., Mohler, Peter J., Mokadam, Nahush A., Whitson, Bryan, Fedorov, Maxim V., Hummel, John D., Dylov, Dmitry V., Fedorov, Vadim V.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7577986/
https://ncbi.nlm.nih.gov/pubmed/32921129
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1161/CIRCEP.119.008249
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