Example of our algorithm in use

Learning to Map Global Atrial Fibrillation Dynamics from Sparse Measurements

FibMap reconstructs global atrial fibrillation dynamics from sparse clinical measurements using a spatiotemporal graph neural network, enabling personalised cardiac mapping for catheter ablation guidance.

January 2026 · Alexander Jenkins, Andrea Cini, Joseph Barker, Alexander Sharp, Arunashis Sau, Varun Valentine, Srushti Valasang, Xinyang Li, Tom Wong, Timothy Betts, Danilo Mandic, Cesare Alippi, Fu Siong Ng