基于IMU传感数据的帕金森病患者动态震颤检测。

Woosub Jung, Kenneth Koltermann, Noah Helm, GinaMari Blackwell, Ingrid Pretzer-Aboff, Leslie Cloud, Gang Zhou
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引用次数: 0

摘要

震颤是帕金森病各阶段患者的常见症状。为了测量震颤,我们使用了PD患者绘图时手腕的IMU传感数据。利用从标准震颤评定量表活动中获得的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。在这个演示中,我们证明了我们的初步分析和结果显示了使用这些方法有效测量动力学震颤的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IMU Sensing Data-based Kinetic Tremor Detection in Parkinson's Disease Patients.

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.

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