海报:通过IMU传感数据分析进行动态震颤测量。

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。为了测量每天的震颤事件,我们在PD患者画画时使用了手腕的IMU传感数据。我们按照标准评定量表活动,获得了30名患者的IMU传感数据。利用收集的数据,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。我们的初步分析和结果显示了有效测量动力学震颤的潜力。我们计划通过可穿戴传感设备进一步分析帕金森病患者的震颤事件。
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Poster: Kinetic Tremor Measurement via IMU Sensing Data Analysis.

Tremor is a common symptom among all stages of Parkinson's Disease (PD) patients. To measure daily tremor events, we utilized IMU sensing data from wrists while PD patients were drawing. We secured 30 patients' IMU sensing data, following standard rating scale activities. With the collected data, we conducted data analysis for identifying any tremor episodes and extracting tremor amplitude. Our preliminary analysis and results show the potential of measuring kinetic tremors effectively. We plan to further analyze tremor events of PD patients via wearable sensing devices.

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