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A Method to Estimate Free-Living Active and Sedentary Behavior from an Accelerometer

机译：一种从加速度计估算自由活动和久坐行为的方法

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摘要

Methods to estimate physical activity (PA) and sedentary behavior (SB) from wearable monitors need to be validated in free-living settings.PURPOSEThe purpose of this study was to develop and validate two novel machine-learning methods (soj-1x and soj-3x) in a free-living setting.

机译：需要在可自由活动的环境中验证从可穿戴显示器估算身体活动（PA）和久坐行为（SB）的方法。目的本研究的目的是开发和验证两种新颖的机器学习方法（soj-1x和soj- 3倍于自由生活的环境。

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期刊名称 other
作者
Kate Lyden; Sarah Kozey Keadle; John Staudenmayer; Patty S. Freedson;
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作者单位

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年(卷),期 -1(46),2
年度 -1
页码 386–397
总页数 24
原文格式 PDF
正文语种
中图分类
关键词
physical activity measurement free-living validation accelerometers machine learning;

机译：身体活动测量;自由生活验证;加速度计;机器学习;

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专利

1. A Method to Estimate Free-Living Active and Sedentary Behavior from an Accelerometer [J] . KATE LYDEN, SARAH KOZEY KEADLE, JOHN STAUDENMAYER, Medicine and science in sports and exercise . 2014 ,第2期

机译：一种从加速度计估算自由活动的主动和久坐行为的方法
2. Methods to estimate aspects of physical activity and sedentary behavior from high-frequency wrist accelerometer measurements [J] . Staudenmayer John, He Shai, Hickey Amanda, Journal of applied physiology . 2015 ,第4期

机译：通过高频手腕加速度计测量来估计身体活动和久坐行为方面的方法
3. Methods to estimate aspects of physical activity and sedentary behavior from high-frequency wrist accelerometer measurements [J] . Staudenmayer John, He Shai, Hickey Amanda, Journal of applied physiology . 2015 ,第4期

机译：从高频手腕加速度计测量中估算身体活动和久坐行为的方面的方法
4. Estimating Sedentary Breathing Rate from Chest-Worn Accelerometry From Free-Living Data [C] . Brian A. Telfer, James R. Williamson, Lara Weed, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

机译：根据自由活动数据从胸部磨损加速度计估算久坐呼吸频率
5. Reproducibility of Free-living Physical Activity/Sedentary Behaviors in College Undergraduates Using activPAL Technologies [D] . Moreng, Justin M. 2018

机译：使用Actival Technologies的大学大学生自由生活身体活动/久坐行为的再现性
6. Comparison of Older and Newer Generation Active Style Pro Accelerometers in Physical Activity and Sedentary Behavior Surveillance under a Free-Living Environment [O] . Shohei Yano, Mohammad Javad Koohsari, Ai Shibata, 2019

机译：自由生活环境下老一代和新一代主动式Pro加速度计在体育活动和久坐行为监测方面的比较
7. Comparison of Older and Newer Generation Active Style Pro Accelerometers in Physical Activity and Sedentary Behavior Surveillance under a Free-Living Environment [O] . Shohei Yano, Mohammad Javad Koohsari, Ai Shibata, 2019

机译：自由生活环境下旧的较新一代活性风格Pro加速度计的比较和久坐行为监测

A Method to Estimate Free-Living Active and Sedentary Behavior from an Accelerometer

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