MACHINE LEARNING IDENTIFIES SITES WHERE ABLATION TERMINATES PERSISTENT ATRIAL FIBRILLATION

Identifying organization regions in persistent atrial fibrillation(AF) may improve ablation, but results range from excellent to poor. Interpreting maps that identify organized AF drivers can be difficult and may contribute to divergent outcomes. Our goal is to use convolutional neural networks(CNNs