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经皮神经电刺激治疗慢性非特异性腰痛:系统评价和荟萃分析

A Comparison of the Conventional PiG Marker Method Versus a Cluster-Based Model when recording Gait Kinematics in Trans-Tibial Prosthesis Users and the Implications for Future IMU Gait Analysis.

机构信息

Sirindhorn School of Prosthetics and Orthotics, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok 10700, Thailand,

Department of Biomedical Engineering, University of Strathclyde, Glasgow G4 0LN, UK.

出版信息

Sensors (Basel). 2020 Feb 25;20(5):1255. doi: 10.3390/s20051255.

DOI:10.3390/s20051255
PMID:32106577
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7085729/
Abstract

Validation testing is a necessary step for inertial measurement unit (IMU) motion analysis for research and clinical use. Optical tracking systems utilize marker models which must be precise in measurement and mitigate skin artifacts. Prosthesis wearers present challenges to optical tracking marker model choice. Seven participants were recruited and underwent simultaneous motion capture from two marker sets; Plug in Gait (PiG) and the Strathclyde Cluster Model (SCM). Variability of joint kinematics within and between subjects was evaluated. Variability was higher for PiG than SCM for all parameters. The within-subjects variability as reported by the average standard deviation (SD), was below 5.6° for all rotations of the hip on the prosthesis side for all participants for both methods, with an average of 2.1° for PiG and 2.5° for SCM. Statistically significant differences in joint parameters caused by a change in the protocol were evident in the sagittal plane (p < 0.05) on the amputated side. Trans-tibial gait analysis was best achieved by use of the SCM. The SCM protocol appeared to provide kinematic measurements with a smaller variability than that of the PiG. Validation studies for prosthesis wearer populations must reconsider the marker protocol for gold standard comparisons with IMUs.

摘要

验证测试对于惯性测量单元(IMU)运动分析的研究和临床应用是必要的。光学跟踪系统使用的标记模型必须在测量中精确,并减轻皮肤伪影。假肢佩戴者对光学跟踪标记模型的选择提出了挑战。招募了 7 名参与者,他们同时使用两个标记集(Plug in Gait(PiG)和 Strathclyde Cluster Model(SCM))进行运动捕捉。评估了受试者内和受试者间关节运动学的可变性。对于所有参数,PiG 的变异性都高于 SCM。对于两种方法,所有参与者在假肢侧的所有髋关节旋转中,平均标准偏差(SD)报告的受试者内变异性均低于 5.6°,PiG 为 2.1°,SCM 为 2.5°。协议改变引起的关节参数的统计学显著差异在截肢侧矢状面上明显(p < 0.05)。使用 SCM 可最好地实现胫骨截肢步态分析。与 PiG 相比,SCM 协议似乎提供了具有较小变异性的运动学测量。对于假肢佩戴者人群的验证研究,必须重新考虑标记协议,以便与 IMU 进行黄金标准比较。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a7d/7085729/884249f0cbcc/sensors-20-01255-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a7d/7085729/884249f0cbcc/sensors-20-01255-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1a7d/7085729/884249f0cbcc/sensors-20-01255-g001.jpg

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