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Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson’s Disease

机译：基于机器学习的帕金森病分类的步行协议与步态评估系统的比较

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Rana Zia Ur Rehman; Silvia Del Din; Jian Qing Shi; Brook Galna; Sue Lord; Alison J. Yarnall; Yu Guan; Lynn Rochester;
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1. Supervised machine learning based gait classification system for early detection and stage classification of Parkinson's disease [J] . Balaji E., Brindha D., Balakrishnan R. Applied Soft Computing . 2020,第1期

机译：基于机器学习的步态分类系统，用于帕金森病的早期检测和阶段分类
2. Rehabilitation treatment of gait in patients with Parkinson's disease with freezing: a comparison between two physical therapy protocols using visual and auditory cues with or without treadmill training. [J] . Frazzitta G, Maestri R, Uccellini D Movement disorders . 2009,第8期

机译：帕金森氏病患者冷冻的步态康复治疗：两种物理治疗方案之间的比较，使用视觉和听觉线索并进行或不进行跑步机训练。
3. Accelerometry-Based Gait Analysis and Its Application to Parkinson's Disease Assessment— Part 2 : A New Measure for Quantifying Walking Behavior [J] . Yoneyama M., Kurihara Y., Watanabe K., IEEE transactions on neural systems and rehabilitation engineering . 2013,第6期

机译：基于加速度计的步态分析及其在帕金森氏病评估中的应用-第2部分：量化步行行为的新方法
4. Multi-parametric system for the continuous assessment and monitoring of motor status in Parkinson's disease: an entropy-based gait comparison [C] . Mario PANSERA, Juan Jacobo ESTRADA, Laura PASTOR, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2009

机译：帕金森病中连续评估和监测电机状态的多参数系统：基于熵的步态比较
5. A comparison of genetic algorithms and other machine learning systems on a complex classification task from common disease research. [D] . Congdon, Clare Bates. 1995

机译：遗传算法和其他机器学习系统在常见疾病研究中用于复杂分类任务的比较。
6. A machine learning-based classification approach on Parkinson’s disease diffusion tensor imaging datasets [O] . Jannik Prasuhn, Marcus Heldmann, Thomas F. Münte, 2020

机译：基于机器学习的帕金森病扩散张量成像数据集
7. A machine learning-based classification approach on Parkinson’s disease diffusion tensor imaging datasets [O] . Jannik Prasuhn, Marcus Heldmann, Thomas F. Münte, 2020

机译：基于机器学习的帕金森病扩散张量成像数据集

Comparison of Walking Protocols and Gait Assessment Systems for Machine Learning-Based Classification of Parkinson’s Disease

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