Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds

Simone Pezzuto, Paris Perdikaris, Francisco Sahli Costabal

We propose a method for identifying an ectopic activation in the heart non-invasively. Ectopic activity in the heart can trigger deadly arrhythmias. The localization of the ectopic…