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Accelerometry and physical activity questionnaires-a systematic review
S Skender, J Ose, J Chang-Claude, M Paskow… - BMC public health, 2016 - Springer
Background The aim of this study is to review accelerometer wear methods and correlations
between accelerometry and physical activity questionnaire data, depending on participant …
between accelerometry and physical activity questionnaire data, depending on participant …
Evolution of accelerometer methods for physical activity research
RP Troiano, JJ McClain, RJ Brychta… - British journal of sports …, 2014 - bjsm.bmj.com
The technology and application of current accelerometer-based devices in physical activity
(PA) research allow the capture and storage or transmission of large volumes of raw …
(PA) research allow the capture and storage or transmission of large volumes of raw …
Self-supervised learning for human activity recognition using 700,000 person-days of wearable data
Accurate physical activity monitoring is essential to understand the impact of physical activity
on one's physical health and overall well-being. However, advances in human activity …
on one's physical health and overall well-being. However, advances in human activity …
Guide to the assessment of physical activity: clinical and research applications: a scientific statement from the American Heart Association
2260 Circulation November 12, 2013 week at moderate intensity or 150 minutes per week at
vigorous intensity or an equivalent combination of both; and (4) muscle-strengthening …
vigorous intensity or an equivalent combination of both; and (4) muscle-strengthening …
Age group comparability of raw accelerometer output from wrist-and hip-worn monitors.
M Hildebrand, VANH VT, BH Hansen… - Medicine and science …, 2014 - europepmc.org
Purpose The study aims were to compare raw triaxial accelerometer output from ActiGraph
GT3X+(AG) and GENEActiv (GA) placed on the hip and the wrist and to develop regression …
GT3X+(AG) and GENEActiv (GA) placed on the hip and the wrist and to develop regression …
The current state of physical activity assessment tools
Physical activity (PA) is a behavior that involves bodily movements resulting in energy
expenditure. When assessing PA, the goal is to identify the frequency, duration, intensity …
expenditure. When assessing PA, the goal is to identify the frequency, duration, intensity …
Lifelogging: Personal big data
We have recently observed a convergence of technologies to foster the emergence of
lifelogging as a mainstream activity. Computer storage has become significantly cheaper …
lifelogging as a mainstream activity. Computer storage has become significantly cheaper …
Statistical machine learning of sleep and physical activity phenotypes from sensor data in 96,220 UK Biobank participants
Current public health guidelines on physical activity and sleep duration are limited by a
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
reliance on subjective self-reported evidence. Using data from simple wrist-worn activity …
Activity recognition using a single accelerometer placed at the wrist or ankle
PURPOSE Large physical activity surveillance projects such as the UK Biobank and
NHANES are using wrist-worn accelerometer-based activity monitors that collect raw data …
NHANES are using wrist-worn accelerometer-based activity monitors that collect raw data …
A random forest classifier for the prediction of energy expenditure and type of physical activity from wrist and hip accelerometers
Wrist accelerometers are being used in population level surveillance of physical activity (PA)
but more research is needed to evaluate their validity for correctly classifying types of PA …
but more research is needed to evaluate their validity for correctly classifying types of PA …