Measuring Biomechanical Risk in Lifting Load Tasks Through Wearable System and Machine-Learning Approach
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Measuring Biomechanical Risk in Lifting Load Tasks Through Wearable System and Machine-Learning Approach
Authors
Keywords
-
Journal
SENSORS
Volume 20, Issue 6, Pages 1557
Publisher
MDPI AG
Online
2020-03-12
DOI
10.3390/s20061557
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Automatic Detection of Faults in Race Walking: A Comparative Analysis of Machine-Learning Algorithms Fed with Inertial Sensor Data
- (2019) Juri Taborri et al. SENSORS
- Immediate effects of rhythmic auditory stimulation on gait kinematics in Parkinson’s disease ON/OFF medication
- (2019) Carmen Erra et al. CLINICAL NEUROPHYSIOLOGY
- Differences in spinal moments, kinematics and pace during single-task and combined manual material handling jobs
- (2019) Yaar Harari et al. APPLIED ERGONOMICS
- Design and Speed-Adaptive Control of a Powered Geared Five-Bar Prosthetic Knee Using BP Neural Network Gait Recognition
- (2019) Yuanxi Sun et al. SENSORS
- Personalized method for self-management of trunk postural ergonomic hazards in construction rebar ironwork
- (2018) Xuzhong Yan et al. ADVANCED ENGINEERING INFORMATICS
- Measuring Gait Quality in Parkinson’s Disease through Real-Time Gait Phase Recognition
- (2018) Ilaria Mileti et al. SENSORS
- Identification of Biomechanical Risk Factors for the Development of Lower-Back Disorders during Manual Rebar Tying
- (2017) Waleed Umer et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Identification of Biomechanical Risk Factors for the Development of Lower-Back Disorders during Manual Rebar Tying
- (2017) Waleed Umer et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Estimating 3D L5/S1 moments and ground reaction forces during trunk bending using a full-body ambulatory inertial motion capture system
- (2016) G.S. Faber et al. JOURNAL OF BIOMECHANICS
- Artificial neural networks to predict 3D spinal posture in reaching and lifting activities; Applications in biomechanical models
- (2016) A. Gholipour et al. JOURNAL OF BIOMECHANICS
- Fall risk analysis of construction workers using inertial measurement units: Validating the usefulness of the postural stability metrics in construction
- (2016) Houtan Jebelli et al. SAFETY SCIENCE
- Low back pain and postural control, effects of task difficulty on centre of pressure and spinal kinematics
- (2015) Sarah Schelldorfer et al. GAIT & POSTURE
- Risk Assessment of Work-Related Musculoskeletal Disorders in Construction: State-of-the-Art Review
- (2015) Di Wang et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Physical Human Activity Recognition Using Wearable Sensors
- (2015) Ferhat Attal et al. SENSORS
- Risk Assessment of Work-Related Musculoskeletal Disorders in Construction: State-of-the-Art Review
- (2015) Di Wang et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- The assessment of material handling strategies in dealing with sudden loading: The effects of load handling position on trunk biomechanics
- (2014) Xiaopeng Ning et al. APPLIED ERGONOMICS
- Experimental evaluation of accuracy and repeatability of a novel body-to-sensor calibration procedure for inertial sensor-based gait analysis
- (2014) Eduardo Palermo et al. MEASUREMENT
- Classifying Lower Extremity Muscle Fatigue During Walking Using Machine Learning and Inertial Sensors
- (2013) Jian Zhang et al. ANNALS OF BIOMEDICAL ENGINEERING
- Real-time construction worker posture analysis for ergonomics training
- (2012) Soumitry J. Ray et al. ADVANCED ENGINEERING INFORMATICS
- Prediction of work-related accidents according to working conditions using support vector machines
- (2011) A. Suárez Sánchez et al. APPLIED MATHEMATICS AND COMPUTATION
- Occupational postural activity and lower extremity discomfort: A review
- (2010) Christopher R. Reid et al. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS
- Lower extremity joint kinetics and lumbar curvature during squat and stoop lifting
- (2009) Seonhong Hwang et al. BMC MUSCULOSKELETAL DISORDERS
- The Bodyweight Squat: A Movement Screen for the Squat Pattern
- (2009) Matthew Kritz et al. STRENGTH AND CONDITIONING JOURNAL
- Effect of lifting height and load mass on low back loading
- (2008) Marco J.M. Hoozemans et al. ERGONOMICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started