Passive Detection of Atrial Fibrillation Using a Commercially Available Smartwatch.

Importance: Atrial fibrillation (AF) affects 34 million people worldwide and is a leading cause of stroke. A readily accessible means to continuously monitor for AF could prevent large numbers of strokes and death.

Objective: To develop and validate a deep neural network to detect AF using smartwatch data.