[HTML][HTML] The role of machine learning in the primary prevention of work-related musculoskeletal disorders: A scoping review
To determine the applications of machine learning (ML) techniques used for the primary
prevention of work-related musculoskeletal disorders (WMSDs), a scoping review was …
prevention of work-related musculoskeletal disorders (WMSDs), a scoping review was …
Visual analysis of machine learning methods in the field of ergonomics—Based on Cite Space V
M Zhang, H Li, S Tian - International Journal of Industrial Ergonomics, 2023 - Elsevier
To analyze the research hotspots on the application of machine learning methods in the field
of ergonomics, we collected 1141 articles related to machine learning methods in the field of …
of ergonomics, we collected 1141 articles related to machine learning methods in the field of …
Ergonomic postural assessment using a new open-source human pose estimation technology (OpenPose)
Observational ergonomic postural assessment methods have been commonly used to
evaluate the risks of musculoskeletal disorders. Researchers have proposed semi-automatic …
evaluate the risks of musculoskeletal disorders. Researchers have proposed semi-automatic …
Estimation of yoga postures using machine learning techniques
Yoga is a traditional Indian way of keeping the mind and body fit, through physical postures
(asanas), voluntarily regulated breathing (pranayama), meditation, and relaxation …
(asanas), voluntarily regulated breathing (pranayama), meditation, and relaxation …
Automatic real-time occupational posture evaluation and select corresponding ergonomic assessments
The objective is to develop a system to automatically select the corresponding assessment
scales and calculate the score of the risk based on the joint angle information obtained from …
scales and calculate the score of the risk based on the joint angle information obtained from …
Ergonomic risk assessment of construction workers and projects based on fuzzy Bayesian network and DS evidence theory
Work-related musculoskeletal disorders (WMSDs) are the main causes of physical diseases
of workers in the construction industry. The occurrence of WMSDs can result in project …
of workers in the construction industry. The occurrence of WMSDs can result in project …
Risk assessment for musculoskeletal disorders based on the characteristics of work posture
J Wang, D Chen, M Zhu, Y Sun - Automation in Construction, 2021 - Elsevier
Construction workers are at high risk of work-related musculoskeletal disorders (WMSDs).
Although the existing observational assessment methods are easy to use, when it comes to …
Although the existing observational assessment methods are easy to use, when it comes to …
Promoting safety of underground machinery operators through participatory ergonomics and fuzzy model analysis to foster sustainable mining practices
One of the most vital parameters to achieve sustainability in any field is encompassing the
Occupational Health and Safety (OHS) of the workers. In mining industry where heavy earth …
Occupational Health and Safety (OHS) of the workers. In mining industry where heavy earth …
Ergonomic risk level prediction framework for multiclass imbalanced data
WF Senjaya, BN Yahya, SL Lee - Computers & Industrial Engineering, 2023 - Elsevier
Abstract Work-related Musculoskeletal Disorders (WMSDs) are a common concern in the
manufacturing industry and are mostly induced by postural load requirements of job tasks …
manufacturing industry and are mostly induced by postural load requirements of job tasks …
Machine learning approach to determine the decision rules in ergonomic assessment of working posture in sewing machine operators
Introduction: There are some inherent problems with the use of observation methods in the
ergonomic assessment of working posture, namely the stability and precision of the …
ergonomic assessment of working posture, namely the stability and precision of the …