[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 …
Evaluation of physiological metrics as real-time measurement of physical fatigue in construction workers: state-of-the-art review
Physical fatigue is a major health and safety–related problem among construction workers.
Many previous studies relied on interviews and/or questionnaire to assess physical fatigue …
Many previous studies relied on interviews and/or questionnaire to assess physical fatigue …
Deep learning-based construction equipment operators' mental fatigue classification using wearable EEG sensor data
Operator attention failure due to mental fatigue during extended equipment operations is a
common cause of equipment-related accidents that result in catastrophic injuries and …
common cause of equipment-related accidents that result in catastrophic injuries and …
A science mapping-based review of work-related musculoskeletal disorders among construction workers
Introduction: Work-related musculoskeletal disorders (WMSDs) are recognized as a leading
cause of nonfatal injuries in construction, but no review of existing studies has systematically …
cause of nonfatal injuries in construction, but no review of existing studies has systematically …
Assessment of a passive exoskeleton system on spinal biomechanics and subjective responses during manual repetitive handling tasks among construction workers
An exoskeleton system can be an effective ergonomic intervention for mitigating the risks of
developing work-related musculoskeletal disorders, yet little attention is given to the effects …
developing work-related musculoskeletal disorders, yet little attention is given to the effects …
[HTML][HTML] Multimodal integration for data-driven classification of mental fatigue during construction equipment operations: Incorporating electroencephalography …
Construction equipment operations that require high levels of attention can cause mental
fatigue, which can lead to inefficiencies and accidents. Previous studies classified mental …
fatigue, which can lead to inefficiencies and accidents. Previous studies classified mental …
Wearable sensors and artificial intelligence for physical ergonomics: A systematic review of literature
L Donisi, G Cesarelli, N Pisani, AM Ponsiglione… - Diagnostics, 2022 - mdpi.com
Physical ergonomics has established itself as a valid strategy for monitoring potential
disorders related, for example, to working activities. Recently, in the field of physical …
disorders related, for example, to working activities. Recently, in the field of physical …
Machine learning-based identification and classification of physical fatigue levels: A novel method based on a wearable insole device
Construction is known for being a labor-intensive and risky industry. Within various
occupational settings such as construction, physical fatigue is an underlying health condition …
occupational settings such as construction, physical fatigue is an underlying health condition …
Construction safety management in the data-rich era: A hybrid review based upon three perspectives of nature of dataset, machine learning approach, and research …
Although substantial progress in safety management performance has been made in the
construction industry, continuing fatalities and injuries at workplaces hinder sustainable …
construction industry, continuing fatalities and injuries at workplaces hinder sustainable …
Heart rate modeling and prediction of construction workers based on physical activity using deep learning
Construction projects require long working hours where workers are subjected to intensive
tasks such as hard manual labor, heavy weightlifting, and compulsive working postures …
tasks such as hard manual labor, heavy weightlifting, and compulsive working postures …