Eloy Geenjaar’s study reveals that pretraining AI with gap filling techniques on smartwatch bio-signals accelerates atrial fibrillation detection. By establishing normal heart rhythms before labeling, this method cuts costs and enhances diagnostics, showcasing promising real-world applications in wearable health monitoring.