Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling

We review some of the latest approaches to analysing cardiac electrophysiology data using machine learning and predictive modelling. Cardiac arrhythmias, particularly atrial fibrillation, are a major global healthcare challenge. Treatment is often through catheter ablation, which involves the target...

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Veröffentlicht in:Comput Biol Med
Hauptverfasser: Cantwell, Chris D., Mohamied, Yumnah, Tzortzis, Konstantinos N., Garasto, Stef, Houston, Charles, Chowdhury, Rasheda A., Ng, Fu Siong, Bharath, Anil A., Peters, Nicholas S.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Elsevier 2019
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Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6334203/
https://ncbi.nlm.nih.gov/pubmed/30442428
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compbiomed.2018.10.015
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