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无线惯性传感器测量膝关节运动学的重测信度。

Test-retest reliability of wireless inertial-sensor derived measurements of knee joint kinematics.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:4218-4221. doi: 10.1109/EMBC48229.2022.9871584.

Abstract

Advances in sensor technology have provided an opportunity to measure gait characteristics using body-worn inertial measurement units (IMUs). Whilst research investigating the validity of IMUs in reporting gait characteristics is extensive, research investigating the reliability of IMUs is limited. This study aimed to investigate the inter-session reliability of wireless IMU derived measures of gait (i.e., knee angle, range of motion) taking multiple test administrators into account. Fifteen healthy volunteers (43 ± 15 years) completed two visits. Within each visit, participants were required to perform two sets of 6 gait trials (6-metre walk tests). IMUs were placed on the participant in 7 locations on the lower limbs and waist. A different test administrator (n = 3) applied the IMUs at each set. At visit 2, this procedure was repeated with the same test administrators as visit 1. Kinematic measures of maximum angle (Knee_Max), minimum angle (Knee_Min), and range of motion (RoM) are reported for the left and right knee. The intraclass correlation coefficients (ICC), standard error of measurement (SEM) and minimum detectable change (MDC) are reported to determine IMU reliability. The results confirmed moderate to good inter-session reliability across all features (0.73-0.87). SEM values ranged from 1.21-3.32° and MDC values ranged from 3.37 - 9.21°. Therefore, IMUs appear to be a reliable method to determine inter-session gait characteristics across multiple test administrators.

摘要

传感器技术的进步为使用佩戴在身上的惯性测量单元(IMU)来测量步态特征提供了机会。虽然有大量研究调查了 IMU 在报告步态特征方面的有效性,但对 IMU 可靠性的研究有限。本研究旨在调查在考虑多个测试管理员的情况下,无线 IMU 得出的步态测量(即膝关节角度、运动范围)的组间可靠性。15 名健康志愿者(43 ± 15 岁)完成了两次访问。在每次访问中,参与者都需要进行两组 6 次步态试验(6 米步行测试)。IMU 放置在参与者下肢和腰部的 7 个位置上。每个设置由不同的测试管理员(n = 3)应用 IMU。在第二次访问中,使用与第一次访问相同的测试管理员重复此过程。报告了左右膝关节的最大角度(Knee_Max)、最小角度(Knee_Min)和运动范围(RoM)的运动学测量值。报告组内相关系数(ICC)、测量误差(SEM)和最小可检测变化(MDC),以确定 IMU 的可靠性。结果证实,在所有特征上均具有中等至良好的组间可靠性(0.73-0.87)。SEM 值范围为 1.21-3.32°,MDC 值范围为 3.37 - 9.21°。因此,IMU 似乎是一种可靠的方法,可以在多个测试管理员之间确定组间步态特征。

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