Atrial Fibrillation (AF) is the most common serious heart arrthymia, affecting around 30 million people worldwide. People with AF have a 4 times higher risk of mortality and 5 times higher risk of stroke than the normal population.

I've implementated a widely-cited CNN architecture for ECG-based AF classifcation. Classification can be run directly off a 60 second recording from a Polar H10 Heart rate monitor.