3 papers
q-bio.TO2019
Understanding the transition from paroxysmal to persistent atrial fibrillation from micro-anatomical re-entry in a simple model
Alberto Ciacci, Max Falkenberg, Kishan A. Manani +3
Atrial fibrillation (AF) is the most common cardiac arrhytmia, characterised by the chaotic motion of electrical wavefronts in the atria. In clinical practice, AF is classified und…
q-bio.TO2018
Unified Mechanism of Atrial Fibrillation in a Simple Model
Max Falkenberg, Andrew J. Ford, Anthony C. Li +3
The mechanism of atrial fibrillation (AF) is poorly understood, resulting in disappointing success rates of ablative treatment. Different mechanisms defined largely by different at…
cs.LG2018
Rethinking multiscale cardiac electrophysiology with machine learning and predictive modelling
Chris D. Cantwell, Yumnah Mohamied, Konstantinos N. Tzortzis +6
We review some of the latest approaches to analysing cardiac electrophysiology data using machine learning and predictive modelling. Cardiac arrhythmias, particularly atrial fibril…