[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 …
Quantifying how functional and structural personal factors influence biomechanical exposures in paramedic lifting tasks
It is unknown how structural (sex, stature, body mass) and functional (strength, flexibility)
personal factors influence lifting strategy in paramedic work. We explored whether variance …
personal factors influence lifting strategy in paramedic work. We explored whether variance …
The influence of sex and strength capacity on normalized low-back exposure during lifting: Insights from a joint power analysis
Objective Investigate the influence of sex, strength capacity, and relative load mass on low-
back exposure and lower extremity joint power generation in backboard lifting. Background …
back exposure and lower extremity joint power generation in backboard lifting. Background …
Differential effects of sex on upper body kinematics and kinetics during fatiguing, Asymmetric lifting
This study quantified sex-specific biomechanical adaptations to fatigue in asymmetric lifting.
Twenty-one females and fifteen males performed a prolonged asymmetric lifting protocol …
Twenty-one females and fifteen males performed a prolonged asymmetric lifting protocol …
Exploring the application of pattern recognition and machine learning for identifying movement phenotypes during deep squat and hurdle step movements
Background Movement screens are increasingly used in sport and rehabilitation to evaluate
movement competency. However, common screens are often evaluated using subjective …
movement competency. However, common screens are often evaluated using subjective …
Understanding individual differences in lifting mechanics: Do some people adopt motor control strategies that minimize biomechanical exposure
DP Armstrong, SL Fischer - Human Movement Science, 2020 - Elsevier
The movement strategy an individual uses to complete a lift can influence the resultant
biomechanical exposure on their low back. We hypothesize that some lifters may choose a …
biomechanical exposure on their low back. We hypothesize that some lifters may choose a …
Feature detection and biomechanical analysis to objectively identify high exposure movement strategies when performing the EPIC lift capacity test
DP Armstrong, AR Budarick, CEE Pegg… - Journal of Occupational …, 2021 - Springer
Abstract Purpose The Epic Lift Capacity (ELC) test is used to determine a worker's maximum
lifting capacity. In the ELC test, maximum lifting capacity is often determined as the maximum …
lifting capacity. In the ELC test, maximum lifting capacity is often determined as the maximum …
The Influence of Contextual and Theoretical Expertise on Generic and Occupation-Specific Lifting Strategy
Objective To determine whether (i) low back loads and/or (ii) kinematic coordination patterns
differed across theoretical expert, contextual expert and novice groups when completing …
differed across theoretical expert, contextual expert and novice groups when completing …
Towards the use of 2D video-based markerless motion capture to measure and parameterize movement during functional capacity evaluation
SM Remedios, SL Fischer - Journal of Occupational Rehabilitation, 2021 - Springer
Purpose The objective of this study was to determine the agreement of kinematic parameters
calculated from motion data collected via a 2D video-based pose-estimation (markerless …
calculated from motion data collected via a 2D video-based pose-estimation (markerless …
[HTML][HTML] Identification of movement phenotypes from occupational gesture kinematics: Advancing individual ergonomic exposure classification and personalized …
E Scalona, D De Marco, L Ferrari, I Creatini… - Applied Ergonomics, 2024 - Elsevier
The identification of personalized preventive strategies plays a major role in contrasting the
occurrence of work-related musculoskeletal disorders. This requires the identification of …
occurrence of work-related musculoskeletal disorders. This requires the identification of …