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A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis.

机译：使用皮肤安装的可穿戴传感器进行步态速度估计的机器学习方法：从健康对照到患有多发性硬化症的个体。

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Ryan S McGinnis; Nikhil Mahadevan; Yaejin Moon; Kirsten Seagers; Nirav Sheth; John A Wright; Steven DiCristofaro; Ikaro Silva; Elise Jortberg; Melissa Ceruolo; Jesus A Pindado; Jacob Sosnoff; Roozbeh Ghaffari; Shyamal Patel;
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1. Classification of Parkinson’s disease and essential tremor based on balance and gait characteristics from wearable motion sensors via machine learning techniques: a data-driven approach [J] . Sanghee Moon, Hyun-Je Song, Vibhash D. Sharma, Journal of NeuroEngineering Rehabilitation . 2020,第1期

机译：根据可穿戴运动传感器的平衡和步态特性通过机器学习技术对帕金森病和基本震颤的分类：数据驱动方法
2. Implementation of Machine Learning Classification Regarding Hemiplegic Gait Using an Assortment of Machine Learning Algorithms with Quantification from Conformal Wearable and Wireless Inertial Sensor System [J] . Robert LeMoyne, Timothy Mastroianni 生物医学工程（英文） . 2021,第012期

机译：Implementation of Machine Learning Classification Regarding Hemiplegic Gait Using an Assortment of Machine Learning Algorithms with Quantification from Conformal Wearable and Wireless Inertial Sensor System
3. Effects of Wearable Sensor-Based Balance and Gait Training on Balance, Gait, and Functional Performance in Healthy and Patient Populations: A Systematic Review and Meta-Analysis of Randomized Controlled Trials [J] . Gordt Katharina, Gerhardy Thomas, Najafi Bijan, Gerontology: International Journal of Experimental and Clinical Gerontology . 2018,第1期

机译：可穿戴传感器的平衡和步态培训对健康患者人群平衡，步态和功能性能的影响：随机对照试验的系统评价和荟萃分析
4. Comparing different methods of gait speed estimation using wearable sensors in individuals with varying levels of mobility impairments [C] . Erick H. Nuñez, Sanjit Parhar, Isao Iwata, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2020

机译：比较行动不便程度不同的个人使用可穿戴式传感器进行步态速度估计的不同方法
5. Variability in speed of information processing: A new measure of cognitive impairment in individuals with multiple sclerosis. [D] . Bodling, Angela Michelle. 2010

机译：信息处理速度的变化：一种多发性硬化症患者认知障碍的新测量。
6. A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis [O] . Ryan S. McGinnis, Nikhil Mahadevan, Yaejin Moon, -1

机译：一种使用皮肤可穿戴式传感器的步态速度估计的机器学习方法：从健康的控件到多发性硬化的个体
7. Effects of Wearable Sensor-Based Balance and Gait Training on Balance, Gait, and Functional Performance in Healthy and Patient Populations: A Systematic Review and Meta-Analysis of Randomized Controlled Trials [O] . Katharina Gordt, Thomas Gerhardy, Bijan Najafi, 2017

机译：可穿戴传感器的平衡和步态训练对健康患者群体平衡，步态和功能性能的影响：随机对照试验的系统评价和荟萃分析

A machine learning approach for gait speed estimation using skin-mounted wearable sensors: From healthy controls to individuals with multiple sclerosis.

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