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通过可穿戴技术推动职业医学发展:用于生物力学风险评估和预防工作相关肌肉骨骼疾病的传感器系统综述

Advancing Occupational Medicine through Wearable Technology: A Review of Sensor Systems for Biomechanical Risk Assessment and Work-Related Musculoskeletal Disorder Prevention.

作者信息

Babangida Abubakar A, Caraballo-Arias Yohama, Decataldo Francesco, Violante Francesco Saverio

机构信息

Occupational Medicine Unit, Department of Medical and Surgical Sciences, Alma Mater Studiorum University of Bologna, 40138Bologna, Italy.

Division of Occupational Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138Bologna, Italy.

出版信息

ACS Sens. 2025 Jul 17. doi: 10.1021/acssensors.5c01578.

Abstract

Work-related musculoskeletal disorders (WRMSDs) remain a major occupational health concern globally, and the conventional techniques for assessing them suffer some drawbacks. Indeed, conventional observational techniques are faced with subjectivity and the absence of real-time quantitative data; these emphasize the need for improved biomechanical risk assessment tools. Wearable sensor technology, which is considered an improved assessment tool, has received considerable acceptance in the occupational health field for evaluating biomechanical risk and preventing WRMSDs, focusing on their essential features and workplace significance. However, studies that have documented wearable sensors for biomechanical risk assessment focus mainly on the established sensing mechanisms, while the emerging wearable sensors are still in their infancy. This work aims to offer a comprehensive review of existing sensing mechanisms for biomechanical risk assessments, highlighting both established and emerging technologies for the advancement of wearable sensor systems that minimize ergonomic risks. Additionally, it serves as a guide for future research in wearable sensing technology for biomechanical risk evaluation. A comprehensive literature search was conducted across three databases, namely, Web of Science, PubMed, and Scopus; after the initial screening and removal of duplicates, 522 articles were identified, with 176 being included in the review. This Account discusses the working principles, applications, and limitations in occupational medicine, focusing on various types of wearable sensors, such as optoelectronics, soft wearable sensors, inertial sensors, pressure sensors, and electromyography (EMG) sensors. Moreover, this study offers an exhaustive classification of wearable sensors, emphasizing their development and incorporation into personal protective equipment (PPE). To improve ergonomic interventions and techniques for biomechanical risk assessment, this work promotes the incentive of quantifying ergonomic frameworks, real-time feedback systems, and standalone wearable devices. Our review also identifies key challenges, such as sensor placement, data processing, and worker acceptance, and proposes future directions for improving wearable sensor systems, including sensor fusion, miniaturization, and integration with PPE.

摘要

与工作相关的肌肉骨骼疾病(WRMSDs)仍然是全球主要的职业健康问题,而评估这些疾病的传统技术存在一些缺陷。事实上,传统的观察技术面临主观性且缺乏实时定量数据;这些都凸显了改进生物力学风险评估工具的必要性。可穿戴传感器技术被认为是一种改进的评估工具,在职业健康领域已获得相当程度的认可,用于评估生物力学风险和预防WRMSDs,重点关注其基本特征和工作场所意义。然而,记录可穿戴传感器用于生物力学风险评估的研究主要集中在已有的传感机制上,而新兴的可穿戴传感器仍处于起步阶段。这项工作旨在对用于生物力学风险评估的现有传感机制进行全面综述,突出已有的和新兴的技术,以推动可穿戴传感器系统的发展,从而将人体工程学风险降至最低。此外,它还可为未来用于生物力学风险评估的可穿戴传感技术研究提供指导。我们在三个数据库,即科学网、PubMed和Scopus中进行了全面的文献检索;在初步筛选和去除重复项后,共识别出522篇文章,其中176篇被纳入综述。本报告讨论了各种类型可穿戴传感器(如光电传感器、柔性可穿戴传感器、惯性传感器、压力传感器和肌电图(EMG)传感器)在职业医学中的工作原理、应用和局限性。此外,本研究对可穿戴传感器进行了详尽分类,强调了它们的发展以及与个人防护装备(PPE)的结合。为了改进生物力学风险评估的人体工程学干预措施和技术,这项工作推动了对人体工程学框架进行量化、实时反馈系统以及独立可穿戴设备的应用。我们的综述还确定了关键挑战,如传感器放置、数据处理和工人接受度,并提出了改进可穿戴传感器系统的未来方向,包括传感器融合、小型化以及与PPE的集成。

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