Motor abilities analysis using a standardized tapping test enhanced by a detailed processing stage: gender and age comparison

T. D. Libero, C. Carissimo, G. Cerro, A. Abbatecola, Alessandro Marino, G. Miele, L. Ferrigno, A. Rodio
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Abstract

Wearable sensors have now become an essential reality in sports to assess motor gesture characteristics and health care in diagnosing movement-related diseases. Inertial devices can be used to reliably test an individual’s motor abilities, avoiding human operator-related errors and providing an automated, accurate and reproducible assessment methodology. This paper proposes a new data processing method for assessing upper limb dexterity abilities based on the standard tapping test protocol using a single IMU sensor. The tapping test is a neuromotor examination that measures a subject’s speed and handling of motor abilities. The purpose of this study was to collect normative data for a sensor-assisted tapping test to evaluate its performance against a standardized method. The study was conducted on 53 students aged 21-30 years. Tapping motion was measured with an IMU sensor placed on the left and right index fingers during five 10-second trials. Differences were found between the genders, dominant and non-dominant hands, number of taps, amplitude range, and intertemps. With the sensor, efficient and accurate assessment of tapping speed and movement kinetics was possible, making it useful for scientific and clinical investigations of motor function. Future purposes include replication of this work on patients with neurodegenerative diseases. This assessment method could help track the course of the disease and the effectiveness of the various treatments patients undergo.
运动能力分析使用标准化敲击测试加强了详细的处理阶段:性别和年龄的比较
可穿戴传感器现在已经成为体育运动中评估运动姿态特征和诊断运动相关疾病的医疗保健的必要现实。惯性装置可用于可靠地测试个人的运动能力,避免人为操作相关的错误,并提供自动化,准确和可重复的评估方法。本文提出了一种基于单一IMU传感器的标准敲击测试协议的上肢灵巧能力评估数据处理新方法。叩击测试是一项神经运动测试,测量受试者的速度和处理运动能力。本研究的目的是为传感器辅助叩击测试收集规范数据,以评估其对标准化方法的性能。这项研究对53名年龄在21-30岁之间的学生进行了调查。在5次10秒的试验中,用放置在左手和右手食指上的IMU传感器测量敲击动作。在性别、优势手和非优势手、敲击次数、振幅范围和间歇之间存在差异。有了传感器,有效和准确的评估敲击速度和运动动力学成为可能,使其对运动功能的科学和临床研究有用。未来的目标包括在神经退行性疾病患者身上复制这项工作。这种评估方法可以帮助跟踪疾病的进程和患者接受的各种治疗的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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