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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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Podrobná bibliografie
Vydáno v:Comput Biol Med
Hlavní autoři: Cantwell, Chris D., Mohamied, Yumnah, Tzortzis, Konstantinos N., Garasto, Stef, Houston, Charles, Chowdhury, Rasheda A., Ng, Fu Siong, Bharath, Anil A., Peters, Nicholas S.
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2019
Témata:
On-line přístup: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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