Wrist-worn fitness monitors or wearables have become widely adopted by consumers and are currently gaining increased attention by researchers for their potential contribution to digital health, specifically as it relates psychology, psychiatry, and medicine. These devices contain a multitude of sensors including photoplethysmography, which is an optical heart rate (HR) sensor. While a number of st...