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 …
Methods to estimate aspects of physical activity and sedentary behavior from high-frequency wrist accelerometer measurements
J Staudenmayer, S He, A Hickey… - Journal of applied …, 2015 - journals.physiology.org
This investigation developed models to estimate aspects of physical activity and sedentary
behavior from three-axis high-frequency wrist-worn accelerometer data. The models were …
behavior from three-axis high-frequency wrist-worn accelerometer data. The models were …
Validity of physical activity intensity predictions by ActiGraph, Actical, and RT3 accelerometers
MP Rothney, EV Schaefer, MM Neumann, L Choi… - …, 2008 - Wiley Online Library
Objective: Accelerometers are promising tools for characterizing physical activity (PA)
patterns in free‐living persons. To date, validation of energy expenditure (EE) predictions …
patterns in free‐living persons. To date, validation of energy expenditure (EE) predictions …
[HTML][HTML] Hip and wrist accelerometer algorithms for free-living behavior classification
Purpose Accelerometers are a valuable tool for objective measurement of physical activity
(PA). Wrist-worn devices may improve compliance over standard hip placement, but more …
(PA). Wrist-worn devices may improve compliance over standard hip placement, but more …
[HTML][HTML] Estimating activity and sedentary behavior from an accelerometer on the hip or wrist
ME Rosenberger, WL Haskell, F Albinali… - Medicine and science …, 2013 - ncbi.nlm.nih.gov
Abstract Previously the National Health and Examination Survey measured physical activity
with an accelerometer worn on the hip for seven days, but recently changed the location of …
with an accelerometer worn on the hip for seven days, but recently changed the location of …
Energy Expenditure Prediction Using Raw Accelerometer Data in Simulated Free Living.
AH Montoye, LM Mudd, S Biswas… - Medicine and science in …, 2015 - europepmc.org
Purpose The purpose of this study was to develop, validate, and compare energy
expenditure (EE) prediction models for accelerometers placed on the hip, thigh, and wrists …
expenditure (EE) prediction models for accelerometers placed on the hip, thigh, and wrists …
[HTML][HTML] Comparison of accelerometry methods for estimating physical activity
Purpose To compare physical activity estimates across different accelerometer wear
locations, wear time protocols, and data processing techniques. Methods A convenience …
locations, wear time protocols, and data processing techniques. Methods A convenience …
[HTML][HTML] Validation and comparison of accelerometers worn on the hip, thigh, and wrists for measuring physical activity and sedentary behavior
AHK Montoye, JM Pivarnik, LM Mudd, S Biswas… - AIMS public …, 2016 - ncbi.nlm.nih.gov
Background Recent evidence suggests that physical activity (PA) and sedentary behavior
(SB) exert independent effects on health. Therefore, measurement methods that can …
(SB) exert independent effects on health. Therefore, measurement methods that can …
[HTML][HTML] Estimation of physical activity energy expenditure during free-living from wrist accelerometry in UK adults
Background Wrist-worn accelerometers are emerging as the most common instrument for
measuring physical activity in large-scale epidemiological studies, though little is known …
measuring physical activity in large-scale epidemiological studies, though little is known …
Improving assessment of daily energy expenditure by identifying types of physical activity with a single accelerometer
Accelerometers are often used to quantify the acceleration of the body in arbitrary units
(counts) to measure physical activity (PA) and to estimate energy expenditure. The present …
(counts) to measure physical activity (PA) and to estimate energy expenditure. The present …
相关搜索
- physical activity energy expenditure
- physical activity sedentary behavior
- hip accelerometers forest classifier
- hip accelerometers energy expenditure
- forest classifier energy expenditure
- physical activity hip accelerometers
- physical activity forest classifier
- improving assessment energy expenditure
- physical activity improving assessment
- wrist accelerometry energy expenditure
- physical activity comparison of accelerometers