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穿戴式 IMU 传感器在痉挛患者中的应用现状:系统评价。

Recent State of Wearable IMU Sensors Use in People Living with Spasticity: A Systematic Review.

机构信息

Department of Health and Medical Sciences, School of Health Sciences, Hawthorn Campus, Swinburne University of Technology, Melbourne 3122, Australia.

Chair of Biomechanics, Faculty of Engineering Science, University of Bayreuth, D-95440 Bayreuth, Germany.

出版信息

Sensors (Basel). 2022 Feb 24;22(5):1791. doi: 10.3390/s22051791.

Abstract

Spasticity is a disabling characteristic of neurological disorders, described by a velocity-dependent increase in muscle tone during passive stretch. During the last few years, many studies have been carried out to assess spasticity using wearable IMU (inertial measurements unit) sensors. This review aims to provide an updated framework of the current research on IMUs wearable sensors in people living with spasticity in recent studies published between 2017 and 2021. A total of 322 articles were screened, then finally 10 articles were selected. Results show the lack of homogenization of study procedures and missing apparatus information in some studies. Still, most studies performed adequately on measures of reporting and found that IMUs wearable data was successful in their respective purposes and goals. As IMUs estimate translational and rotational body motions, we believe there is a strong potential for these applications to estimate velocity-dependent exaggeration of stretch reflexes and spasticity-related characteristics in spasticity. This review also proposes new directions of research that should be challenged by larger study groups and could be of interest to both researchers as well as clinicians. The use of IMUs to evaluate spasticity is a promising avenue to provide an objective measurement as compared to non-instrumented traditional assessments.

摘要

痉挛是一种神经障碍的致残特征,表现为被动拉伸过程中肌肉张力随速度的增加而增加。在过去的几年中,已经进行了许多研究,使用可穿戴的惯性测量单元(IMU)传感器来评估痉挛。本综述旨在提供一个关于近年来发表的研究中,使用可穿戴 IMU 传感器评估痉挛的最新研究框架。共筛选了 322 篇文章,最后选择了 10 篇文章。结果表明,一些研究中缺乏研究程序的同质化和仪器信息的缺失。尽管如此,大多数研究在报告措施方面进行得相当充分,发现 IMU 可穿戴数据在各自的目的和目标上是成功的。由于 IMU 可以估计平移和旋转的身体运动,我们相信这些应用在估计伸展反射的速度依赖性夸大和痉挛相关特征方面具有很大的潜力。本综述还提出了新的研究方向,这些方向应该由更大的研究小组来挑战,并且可能对研究人员和临床医生都有兴趣。与非仪器化的传统评估相比,使用 IMU 评估痉挛是提供客观测量的有前途的途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/98dd/8914967/0d92b792d391/sensors-22-01791-g001.jpg

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