Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks

Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal +4

Electroanatomical maps are a key tool in the diagnosis and treatment of atrial fibrillation. Current approaches focus on the activation times recorded. However, more information ca…