Short-term prediction of atrial fibrillation from ambulatory monitoring ECG using a deep neural network.

We show here the very first study of short-term AF prediction using 24 h Holter monitoring. This could help identify patients who would benefit the most from longer recordings and proactively initiate treatment and AF mitigation strategies in high-risk patients.