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惯性测量系统用于测量髋膝关节病变患者下肢运动学的有效性。

Validity of an inertial measurement system to measure lower-limb kinematics in patients with hip and knee pathology.

作者信息

Wang Junqing, Xu Fashu, Zhang Hui, Wang Biao, Deng Tao, Zhou Zongke, Li Kang, Nie Yong

机构信息

Department of Orthopedic Surgery and Orthopedic Research Institute, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China; Department of Orthopedic Surgery and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China; State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning Province, China.

Department of Orthopedic Surgery and West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China; State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning Province, China.

出版信息

J Biomech. 2025 Jan;178:112446. doi: 10.1016/j.jbiomech.2024.112446. Epub 2024 Nov 28.

Abstract

Gait analysis for patients with orthopedic joint diseases is crucial to understand their functional status. Inertial measurement unit (IMU) systems, as alternatives to optical motion capture (OMC) systems, enable gait analysis outside the laboratory. However, their accuracy requires validated before widespread clinical use. Therefore, this study evaluated the validity of the Xsens IMU system for lower-limb joint angle measurements during walking in patients with hip and knee pathology and compared the error metrics among patients with hip pathology, patients with knee pathology and healthy controls. We used OMC system and Xsens IMU systems to simultaneously collect lower-limb kinematic data of 130 patients with knee pathology, 110 patients with hip pathology and 25 healthy individuals during walking at self-selected speed. Validity was assessed using root mean square error (RMSE), amplitude difference and coefficient of determination (R). The RMSEs for the patient groups ranged from 2.5° to 8.8°, with half of the joint angles showing acceptable accuracy and the rest tolerable accuracy. The joint angles measured by both systems were more consistent in the sagittal plane (R: 0.62-0.96), with lower consistency in the frontal and transverse planes (R: 0.44-0.63). Compared to the control group, both patient groups had higher RMSEs and lower R across most joint angles. Our results suggest that the Xsens IMU system offers highly comparable sagittal plane kinematic waveforms in patients with hip and knee pathology. Caution should be taken when interpreting the frontal and transverse plane kinematics and assessing patients with severe joint deformities.

摘要

对于患有骨科关节疾病的患者,步态分析对于了解其功能状态至关重要。惯性测量单元(IMU)系统作为光学运动捕捉(OMC)系统的替代方案,能够在实验室外进行步态分析。然而,在广泛临床应用之前,其准确性需要得到验证。因此,本研究评估了Xsens IMU系统在髋部和膝部病变患者行走过程中测量下肢关节角度的有效性,并比较了髋部病变患者、膝部病变患者和健康对照者之间的误差指标。我们使用OMC系统和Xsens IMU系统,在130例膝部病变患者、110例髋部病变患者和25名健康个体以自行选择的速度行走时,同时收集下肢运动学数据。使用均方根误差(RMSE)、幅度差异和决定系数(R)评估有效性。患者组的RMSE范围为2.5°至8.8°,一半的关节角度显示出可接受的准确性,其余的为可容忍的准确性。两个系统测量的关节角度在矢状面更一致(R:0.62 - 0.96),在额面和横断面一致性较低(R:0.44 - 0.63)。与对照组相比,两个患者组在大多数关节角度上RMSE更高,R更低。我们的结果表明,Xsens IMU系统在髋部和膝部病变患者中提供了高度可比的矢状面运动学波形。在解释额面和横断面运动学以及评估严重关节畸形患者时应谨慎。

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