Bo Simango
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View article: Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review
Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review Open
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 examine the validity and reliability of commercial wearable…
View article: Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review (Preprint)
Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review (Preprint) Open
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 examine the validity and reliability of commercial weara…
View article: Using machine learning methods to predict physical activity types with Apple Watch and Fitbit data using indirect calorimetry as the criterion.
Using machine learning methods to predict physical activity types with Apple Watch and Fitbit data using indirect calorimetry as the criterion. Open
Background There is considerable promise for using commercial wearable devices for measuring physical activity at the population level. The objective of this study was to examine whether commercial wearable devices could accurately predict…
View article: Replication Data for: Classification of sleep, sedentary behaviour, and physical activity using commercial wearable devices
Replication Data for: Classification of sleep, sedentary behaviour, and physical activity using commercial wearable devices Open
This dataset is the replication data for the paper "Classification of sleep, sedentary behaviour, and physical activity using commercial wearable devices". It includes the data collected at 1Hz heart rate, steps, distance, and calories fro…
View article: AppleWatch.tab
AppleWatch.tab Open
Heart, calories, steps, distance data collected by AppleWatch, self-reported demographic data, and labels by GENEActiv device
View article: Fitbit.tab
Fitbit.tab Open
Heart, calories, steps, distance data collected by Fitbit, self-reported demographic data, and labels by GENEActiv device