[HTML][HTML] Reliability and validity of commercially available wearable devices for measuring steps, energy expenditure, and heart rate: systematic review
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 …
fitness and health-related measures. Objective: The purpose of this systematic review was to …
A review of multimodal human activity recognition with special emphasis on classification, applications, challenges and future directions
Human activity recognition (HAR) is one of the most important and challenging problems in
the computer vision. It has critical application in wide variety of tasks including gaming …
the computer vision. It has critical application in wide variety of tasks including gaming …
[HTML][HTML] Accuracy of Fitbit devices: systematic review and narrative syntheses of quantitative data
LM Feehan, J Geldman, EC Sayre, C Park… - JMIR mHealth and …, 2018 - mhealth.jmir.org
Background: Although designed as a consumer product to help motivate individuals to be
physically active, Fitbit activity trackers are becoming increasingly popular as measurement …
physically active, Fitbit activity trackers are becoming increasingly popular as measurement …
[HTML][HTML] Evaluating the validity of current mainstream wearable devices in fitness tracking under various physical activities: comparative study
J **e, D Wen, L Liang, Y Jia, L Gao… - JMIR mHealth and …, 2018 - mhealth.jmir.org
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 …
years for their fitness monitoring and other health-related metrics; however, the accuracy of …
The validity of consumer-level, activity monitors in healthy adults worn in free-living conditions: a cross-sectional study
Background Technological advances have seen a burgeoning industry for accelerometer-
based wearable activity monitors targeted at the consumer market. The purpose of this study …
based wearable activity monitors targeted at the consumer market. The purpose of this study …
[HTML][HTML] Behavior change techniques implemented in electronic lifestyle activity monitors: a systematic content analysis
EJ Lyons, ZH Lewis, BG Mayrsohn… - Journal of medical Internet …, 2014 - jmir.org
Background Electronic activity monitors (such as those manufactured by Fitbit, Jawbone,
and Nike) improve on standard pedometers by providing automated feedback and …
and Nike) improve on standard pedometers by providing automated feedback and …
Reliability and validity of ten consumer activity trackers
TJM Kooiman, ML Dontje, SR Sprenger… - BMC sports science …, 2015 - Springer
Background Activity trackers can potentially stimulate users to increase their physical activity
behavior. The aim of this study was to examine the reliability and validity of ten consumer …
behavior. The aim of this study was to examine the reliability and validity of ten consumer …
[HTML][HTML] Accuracy of heart rate watches: implications for weight management
Background Wrist-worn monitors claim to provide accurate measures of heart rate and
energy expenditure. People wishing to lose weight use these devices to monitor energy …
energy expenditure. People wishing to lose weight use these devices to monitor energy …
Systematic review of the validity and reliability of consumer-wearable activity trackers
KR Evenson, MM Goto, RD Furberg - International Journal of Behavioral …, 2015 - Springer
Background Consumer-wearable activity trackers are electronic devices used for monitoring
fitness-and other health-related metrics. The purpose of this systematic review was to …
fitness-and other health-related metrics. The purpose of this systematic review was to …
Assessment of physical activity and energy expenditure: an overview of objective measures
The ability to assess energy expenditure (EE) and estimate physical activity (PA) in free-
living individuals is extremely important in the global context of non-communicable diseases …
living individuals is extremely important in the global context of non-communicable diseases …