A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors
出版年份 2020 全文链接
标题
A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors
作者
关键词
Physical activity, Heart rate, Simulation and modeling, Accelerometers, Bioenergetics, Algorithms, Autocorrelation, Sedentary behavior
出版物
PLoS One
Volume 15, Issue 6, Pages e0235144
出版商
Public Library of Science (PLoS)
发表日期
2020-06-25
DOI
10.1371/journal.pone.0235144
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。- Improving energy expenditure estimates from wearable devices: A machine learning approach
- (2020) Ruairi O’Driscoll et al. JOURNAL OF SPORTS SCIENCES
- The NoHoW protocol: a multicentre 2×2 factorial randomised controlled trial investigating an evidence-based digital toolkit for weight loss maintenance in European adults
- (2019) Sarah Ellen Scott et al. BMJ Open
- A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data
- (2019) Yiwen Meng et al. IEEE Journal of Biomedical and Health Informatics
- What they say and what they do: comparing physical activity across the USA, England and the Netherlands
- (2018) Arie Kapteyn et al. JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH
- Energy Intake Derived from an Energy Balance Equation, Validated Activity Monitors, and Dual X-Ray Absorptiometry Can Provide Acceptable Caloric Intake Data among Young Adults
- (2018) Robin P Shook et al. JOURNAL OF NUTRITION
- Using Heart Rate and Accelerometry to Define Quantity and Intensity of Physical Activity in Older Adults
- (2018) Jennifer A Schrack et al. JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES
- Assessment of the Fitbit Charge 2 for monitoring heart rate
- (2018) Simone Benedetto et al. PLoS One
- The Effects of Exercise and Physical Activity on Weight Loss and Maintenance
- (2018) Damon L. Swift et al. PROGRESS IN CARDIOVASCULAR DISEASES
- Strategies for Dealing with Missing Accelerometer Data
- (2018) Samantha Stephens et al. RHEUMATIC DISEASE CLINICS OF NORTH AMERICA
- Physical Activity Patterns and Mortality
- (2018) Eric J Shiroma et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data
- (2018) Lynne M Feehan et al. JMIR mHealth and uHealth
- Impact of physical activity level and dietary fat content on passive overconsumption of energy in non-obese adults
- (2017) Kristine Beaulieu et al. International Journal of Behavioral Nutrition and Physical Activity
- Increased Physical Activity Associated with Less Weight Regain Six Years After “The Biggest Loser” Competition
- (2017) Jennifer C. Kerns et al. Obesity
- Large Scale Population Assessment of Physical Activity Using Wrist Worn Accelerometers: The UK Biobank Study
- (2017) Aiden Doherty et al. PLoS One
- Accelerometer-derived physical activity and sedentary time by cancer type in the United States
- (2017) Keith M. Thraen-Borowski et al. PLoS One
- The descriptive epidemiology of accelerometer-measured physical activity in older adults
- (2016) K. Berkemeyer et al. International Journal of Behavioral Nutrition and Physical Activity
- Statistical approaches to account for missing values in accelerometer data: Applications to modeling physical activity
- (2016) Selene Yue Xu et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Missing value imputation for physical activity data measured by accelerometer
- (2016) Jung Ae Lee et al. STATISTICAL METHODS IN MEDICAL RESEARCH
- Multiple imputation of completely missing repeated measures data within person from a complex sample: application to accelerometer data in the National Health and Nutrition Examination Survey
- (2016) Benmei Liu et al. STATISTICS IN MEDICINE
- Accuracy of a combined heart rate and motion sensor for assessing energy expenditure in free-living adults during a double-blind crossover caffeine trial using doubly labeled water as the reference method
- (2014) A M Silva et al. EUROPEAN JOURNAL OF CLINICAL NUTRITION
- Data imputation for accelerometer-measured physical activity: the combined approach
- (2013) Paul H Lee AMERICAN JOURNAL OF CLINICAL NUTRITION
- Daily physical activity assessment with accelerometers: new insights and validation studies
- (2013) G. Plasqui et al. Obesity Reviews
- An evaluation of the IDEEA™ activity monitor for estimating energy expenditure
- (2012) Stephen Whybrow et al. BRITISH JOURNAL OF NUTRITION
- A systematic review of reliability and objective criterion-related validity of physical activity questionnaires
- (2012) Hendrik JF Helmerhorst et al. International Journal of Behavioral Nutrition and Physical Activity
- Assessing free-living physical activity using accelerometry: Practical issues for researchers and practitioners
- (2011) Nicola D. Ridgers et al. European Journal of Sport Science
- Statistical Considerations in the Analysis of Accelerometry-Based Activity Monitor Data
- (2011) JOHN STAUDENMAYER 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
- Four-Year Weight Losses in the Look AHEAD Study: Factors Associated With Long-Term Success
- (2011) Thomas A. Wadden et al. Obesity
- Validation of Accelerometer Wear and Nonwear Time Classification Algorithm
- (2010) LEENA CHOI et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
- Physical Activity in the United States Measured by Accelerometer
- (2009) RICHARD P. TROIANO et al. MEDICINE AND SCIENCE IN SPORTS AND EXERCISE
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