Laboratory-based and free-living algorithms for energy expenditure estimation in preschool children: A free-living evaluation
出版年份 2020 全文链接
标题
Laboratory-based and free-living algorithms for energy expenditure estimation in preschool children: A free-living evaluation
作者
关键词
Forecasting, Children, Wrist, Support vector machines, Accelerometers, Artificial neural networks, Hip, Physical activity
出版物
PLoS One
Volume 15, Issue 5, Pages e0233229
出版商
Public Library of Science (PLoS)
发表日期
2020-05-21
DOI
10.1371/journal.pone.0233229
参考文献
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Biometric recognition by gait: A survey of modalities and features
- (2018) Patrick Connor et al. COMPUTER VISION AND IMAGE UNDERSTANDING
- A Youth Compendium of Physical Activities
- (2018) NANCY F. BUTTE et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Physical Activity Recognition Using Posterior-Adapted Class-Based Fusion of Multiaccelerometer Data
- (2018) Alok Kumar Chowdhury et al. IEEE Journal of Biomedical and Health Informatics
- Field evaluation of a random forest activity classifier for wrist-worn accelerometer data
- (2017) Toby G. Pavey et al. JOURNAL OF SCIENCE AND MEDICINE IN SPORT
- Activity Recognition in Youth Using Single Accelerometer Placed at Wrist or Ankle
- (2017) ANDREA MANNINI et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Performance of Activity Classification Algorithms in Free-Living Older Adults
- (2016) JEFFER EIDI SASAKI et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Investigating optimal accelerometer placement for energy expenditure prediction in children using a machine learning approach
- (2016) K A Mackintosh et al. PHYSIOLOGICAL MEASUREMENT
- Automatic identification of physical activity types and sedentary behaviors from triaxial accelerometer: laboratory-based calibrations are not enough
- (2015) Thomas Bastian et al. JOURNAL OF APPLIED PHYSIOLOGY
- Comparability of Measured Acceleration from Accelerometry-Based Activity Monitors
- (2015) Alex V. Rowlands et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Utilization and Harmonization of Adult Accelerometry Data
- (2015) KATRIEN WIJNDAELE et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Building Predictive Models inRUsing thecaretPackage
- (2015) Max Kuhn Journal of Statistical Software
- Prediction of Energy Expenditure and Physical Activity in Preschoolers
- (2013) NANCY F. BUTTE et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Predictive Validity and Classification Accuracy of ActiGraph Energy Expenditure Equations and Cut-Points in Young Children
- (2013) Xanne Janssen et al. PLoS One
- Cross-Sectional Time Series and Multivariate Adaptive Regression Splines Models Using Accelerometry and Heart Rate Predict Energy Expenditure of Preschoolers
- (2012) Issa F. Zakeri et al. JOURNAL OF NUTRITION
- Calibration of the GENEA accelerometer for assessment of physical activity intensity in children
- (2012) Lisa R.S. Phillips et al. JOURNAL OF SCIENCE AND MEDICINE IN SPORT
- Computational Methods for Estimating Energy Expenditure in Human Physical Activities
- (2012) SHAOPENG LIU et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Artificial Neural Networks to Predict Activity Type and Energy Expenditure in Youth
- (2012) STEWART G. TROST et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Multisensor Data Fusion for Physical Activity Assessment
- (2011) Shaopeng Liu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- ActiGraph and Actical Physical Activity Monitors
- (2011) DINESH JOHN et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Calibration and Validation of Wearable Monitors
- (2011) DAVID R. BASSETT et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Multivariate adaptive regression splines models for the prediction of energy expenditure in children and adolescents
- (2009) Issa F. Zakeri et al. JOURNAL OF APPLIED PHYSIOLOGY
- Methodological considerations in using accelerometers to assess habitual physical activity in children aged 0–5 years
- (2009) Dylan P. Cliff et al. JOURNAL OF SCIENCE AND MEDICINE IN SPORT
- Assessment of physical activity in youth
- (2008) Kirsten Corder et al. JOURNAL OF APPLIED PHYSIOLOGY
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