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首页> 外文期刊>International Journal of Precision Engineering and Manufacturing >Quantification of Limb Bradykinesia in Patients with Parkinson's Disease using a Gyrosensor - Improvement and Validation
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Quantification of Limb Bradykinesia in Patients with Parkinson's Disease using a Gyrosensor - Improvement and Validation

机译:陀螺仪定量分析帕金森氏病患者肢体运动迟缓-改进和验证

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摘要

The purpose of this study is to develop a more convenient system for measurement of hand rotation, and to validate the system by correlation of performance indices derived from the system with the bradykinesia score of hand rotation movement during on-medication state Forty patients with Parkinson's disease and 14 age-matched control subjects participated in this study. The measurement system was developed using a ceramic gyroscope that is significantly smaller and lighter than those in the literature, The sensor signal was bandpass filtered and action tremor was eliminated by additional lowpass filtering (fc=5Hz) with automated tremor discrimination, Four performance indices (RMS velocity and RMS angle, peak power and total power) were derived from the angular velocity signal. Correlations of performance indices with clinical scores and difference of performance indices among subject groups were investigated. Correlations of all performance indices were far better with bradykinesia score of hand rotation (best r=-. 78) than with the other categorized subscores ofUPDRS (bradykinesia subscore, axial symptom subscore, and total motor score; best r=-.64). Elimination of action tremor resulted in improvement in correlations of RMS velocity and total power with bradykinesia score for hand rotation (r=-.84 from -.81), Differences between low scores were greater in total power and differences between high scores were greater in RMS velocity, suggesting that use of more than one PI would be beneficial for diagnosis of a wide range of patients. The convenient sensor system, action tremor elimination, and performance indices suggested in this study are expected to be useful in clinical situations.
机译:这项研究的目的是开发一种更方便的手旋转测量系统,并通过在服药状态下从该系统得出的性能指标与手旋转运动的运动迟缓评分之间的相关性来验证该系统。40名帕金森氏病患者14名年龄匹配的对照受试者参加了这项研究。测量系统是使用陶瓷陀螺仪开发的,该陶瓷陀螺仪比文献中的显着更小,更轻。传感器信号经过带通滤波,并通过附加的低通滤波(fc = 5Hz)和自动震颤识别功能消除了运动震颤,四个性能指标( RMS速度和RMS角度,峰值功率和总功率)是从角速度信号中得出的。研究对象之间的绩效指标与临床评分和绩效指标之间的相关性。与手旋转的运动迟缓得分相比,所有性能指标的相关性要好得多(最佳r =-。78),而与其他分类的UPDRS子得分(运动迟缓子得分,轴向症状子得分和总运动得分;最佳r =-。64)相关。消除动作震颤可改善RMS速度和总功率与手腕运动迟缓得分的相关性(r =-。84,-。81),低得分之间的差异更大,总得分上的差异更大。 RMS速度,表明使用不止一个PI有助于诊断广泛的患者。这项研究中建议的便捷传感器系统,消除动作震颤和性能指标有望在临床中发挥作用。

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