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Machine learning approach to determine the decision rules in ergonomic assessment of working posture in sewing machine operators
16 references·0 citing·32 second hop
Machine learning approach to determine the decision rules in ergonomic assessment of working posture in sewing machine operators (2023)Machine learning approach to determine th…The role of machine learning in the primary prevention of work-related musculoskeletal disorders: A scoping review (2021)The role of machine learning …Prevalence of Work-Related Musculoskeletal Disorders: Psychological and Physical Risk Factors (2021)Prevalence of Work-Related Mu…Ergonomic postural assessment using a new open-source human pose estimation technology (OpenPose) (2021)Ergonomic postural assessment…Ergonomic risk assessment based on computer vision and machine learning (2020)Ergonomic risk assessment bas…A novel vision-based real-time method for evaluating postural risk factors associated with musculoskeletal disorders (2020)A novel vision-based real-tim…Rapid Entire Body Assessment: A Literature Review (2016)Rapid Entire Body Assessment:…Association of individual and work-related risk factors with musculoskeletal symptoms among Iranian sewing machine operators (2015)Association of individual and…An ergonomic expert system for risk assessment of work-related musculo-skeletal disorders (2015)An ergonomic expert system fo…Comparing the results of eight methods used to evaluate risk factors associated with musculoskeletal disorders (2012)Comparing the results of eigh…Comparison of Ergonomic Risk Assessment Output in Four Sawmill Jobs (2010)Comparison of Ergonomic Risk …Interrater Reliability of Posture Observations (2009)Interrater Reliability of Pos…Work-organisational and personal factors associated with upper body musculoskeletal disorders among sewing machine operators (2007)Work-organisational and perso…Measurement instruments and data collection: a consideration of constructs and biases in ergonomics research (2002)Measurement instruments and d…Rapid Entire Body Assessment (REBA) (2000)Rapid Entire Body Assessment …RULA: a survey method for the investigation of work-related upper limb disorders (1993)RULA: a survey method for the…Standardised Nordic questionnaires for the analysis of musculoskeletal symptoms (1987)Standardised Nordic questionn…Revised NIOSH equation for the design and evaluation of manual lifting tasks (1993)Risk Assessment of Work-Related Musculoskeletal Disorders in Construction: State-of-the-Art Review (2015)Handbook of Human Factors and Ergonomics Methods (2004)Comparison of OWAS, RULA and REBA for assessing potential work-related musculoskeletal disorders (2021)Posture-related data collection methods for construction workers: A review (2021)Systematic Comparison of OWAS, RULA, and REBA Based on a Literature Review (2022)Innovative system for real-time ergonomic feedback in industrial manufacturing (2012)ELEKTRON KOMMERSİYA TƏCHİZAT ZƏNCİRİNDƏ QARŞILAŞILAN ƏSAS TEXNOLOJİ PROBLEMLƏR (2024)Validation of computer vision-based ergonomic risk assessment tools for real manufacturing environments (2024)Work-related musculoskeletal disorders: 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methodological framework (2005)Scoping studies: advancing the methodology (2010)Visualizing a field of research: A methodology of systematic scientometric reviews (2019)Manufacturing Operator Ergonomics: A Conceptual Digital Twin Approach to Detect Biomechanical Fatigue (2022)A human-centric system combining smartwatch and LiDAR data to assess the risk of musculoskeletal disorders and improve ergonomics of Industry 5.0 manufacturing workers (2023)Wearable Motion Capture Devices for the Prevention of Work-Related Musculoskeletal Disorders in Ergonomics—An Overview of Current Applications, Challenges, and Future Opportunities (2023)The nature of work-related neck and upper limb musculoskeletal disorders (2002)Work-related physical, psychosocial and individual factors associated with musculoskeletal symptoms among surgeons: Implications for ergonomic interventions (2017)Association of musculoskeletal disorders and workload with work schedule and job satisfaction among emergency nurses (2019)Musculoskeletal Risks: RULA Bibliometric Review (2020)Current techniques for assessing physical exposure to work-related musculoskeletal risks, with emphasis on posture-based methods (1999)COVID-19 pandemic and lockdown: cause of sleep disruption, depression, somatic pain, and increased screen exposure of office workers and students of India (2020)Systematic evaluation of observational methods assessing biomechanical exposures at work (2009)An Overview of REBA Method Applications in the World (2020)
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References

  • 1987Standardised Nordic questionnaires for the analysis of musculoskeletal symptoms5,115 cited
  • 1993RULA: a survey method for the investigation of work-related upper limb disorders3,373 cited
  • 2000Rapid Entire Body Assessment (REBA)2,258 cited
  • 2012Comparing the results of eight methods used to evaluate risk factors associated with musculoskeletal disorders297 cited
  • 2021Prevalence of Work-Related Musculoskeletal Disorders: Psychological and Physical Risk Factors206 cited
  • 2020Ergonomic risk assessment based on computer vision and machine learning186 cited
  • 2021Ergonomic postural assessment using a new open-source human pose estimation technology (OpenPose)184 cited
  • 2016Rapid Entire Body Assessment: A Literature Review157 cited
  • 2015Association of individual and work-related risk factors with musculoskeletal symptoms among Iranian sewing machine operators130 cited
  • 2021The role of machine learning in the primary prevention of work-related musculoskeletal disorders: A scoping review114 cited
  • 2020A novel vision-based real-time method for evaluating postural risk factors associated with musculoskeletal disorders107 cited
  • 2010Comparison of Ergonomic Risk Assessment Output in Four Sawmill Jobs96 cited
  • 2007Work-organisational and personal factors associated with upper body musculoskeletal disorders among sewing machine operators96 cited

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2009
Interrater Reliability of Posture Observations
88 cited
  • 2002Measurement instruments and data collection: a consideration of constructs and biases in ergonomics research70 cited
  • 2015An ergonomic expert system for risk assessment of work-related musculo-skeletal disorders67 cited
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