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基于惯性测量单元传感数据的帕金森病患者运动性震颤检测

IMU Sensing Data-based Kinetic Tremor Detection in Parkinson's Disease Patients.

作者信息

Jung Woosub, Koltermann Kenneth, Helm Noah, Blackwell GinaMari, Pretzer-Aboff Ingrid, Cloud Leslie, Zhou Gang

机构信息

William & Mary.

Virginia Commonwealth University.

出版信息

Proc Int Conf Embed Netw Sens Syst. 2022 Nov;2022:772-773. doi: 10.1145/3560905.3568052.

Abstract

Tremor is a common symptom among Parkinson's disease (PD) patients at all stages. To measure tremor, we utilized IMU sensing data from the wrists while PD patients were drawing. With 30 patients' IMU sensing data obtained from standard tremor rating scale activities, we conducted data analysis for identifying any tremor episodes and extracting tremor amplitude. In this demo, we demonstrate that our preliminary analysis and results show the potential of measuring kinetic tremors effectively using these methods.

摘要

震颤是帕金森病(PD)患者各阶段常见的症状。为了测量震颤,我们在帕金森病患者绘图时利用了来自手腕的惯性测量单元(IMU)传感数据。通过从标准震颤评分量表活动中获取30名患者的IMU传感数据,我们进行了数据分析,以识别任何震颤发作并提取震颤幅度。在本演示中,我们证明了我们的初步分析和结果表明使用这些方法有效测量运动性震颤的潜力。

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