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 …

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

Background New fitness trackers and smartwatches are released to the consumer market
every year. These devices are equipped with different sensors, algorithms, and …

The Internet of Medical Things (IoMT) designates the interconnection of communication-
enabled medical-grade devices and their integration to wider-scale health networks in order …

Background Esports players, like traditional athletes, practice for long hours and, thus, are
vulnerable to the negative health effects of prolonged sitting. There is a lack of research on …

We present a machine learning approach that uses data from smartphones and fitness
trackers of 138 college students to identify students that experienced depressive symptoms …

Objectives The aim of this study was to evaluate the accuracy of three consumer-based
activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in …

Introduction Accelerometers are commonly used to assess physical activity. Consumer
activity trackers have become increasingly popular today, such as the Fitbit. This study …

The field of precision medicine explores disease treatments by looking at genetic, socio-
environmental, and clinical factors, thus trying to provide a holistic view of a person's health …

Background Wearables for monitoring physical activity (PA) are increasingly popular. These
devices are not only used by consumers to monitor their own levels of PA but also by …