Background: Consumer-wearable activity trackers are small electronic devices that record
fitness and health-related measures. Objective: The purpose of this systematic review was to …

Artificial intelligence (AI) is gradually changing medical practice. With recent progress in
digitized data acquisition, machine learning and computing infrastructure, AI applications …

Background: Although designed as a consumer product to help motivate individuals to be
physically active, Fitbit activity trackers are becoming increasingly popular as measurement …

Wearables as medical technologies are becoming an integral part of personal analytics,
measuring physical status, recording physiological parameters, or informing schedule for …

Mounting evidence has highlighted the implementation of big data handling and
management in the healthcare industry to improve the clinical services. Various private and …

Wearable activity trackers (WAT) are electronic monitoring devices that enable users to track
and monitor their health-related physical fitness metrics including steps taken, level of …

Physical activity is closely linked with health and well-being; however, many Americans do
not engage in regular exercise. Older adults and those with low socioeconomic status are …

Wearable fitness technologies (WFT) track physical activity, such as steps taken, calories
burned and workout intensity, through a device that is typically worn at all times. While the …

Background: Wearable devices have attracted much attention from the market in recent
years for their fitness monitoring and other health-related metrics; however, the accuracy of …

Background Technological advances have seen a burgeoning industry for accelerometer-
based wearable activity monitors targeted at the consumer market. The purpose of this study …