Classifying Lifting-Lowering Height and Load Level using Inertial Sensor-derived Kinematics: An Initial Study

Boston J. R. Rudy T. E. Mercer S. R. Kubinski J. A. (1993). A measure of body movement coordination during repetitive dynamic lifting. IEEE Transactions on Rehabilitation Engineering, 1(3), 137-144.

Brandt M. Madeleine P. Samani A. Jakobsen M. D. Skals S. Vinstrup J. Andersen L. L. (2018). Accuracy of identification of low or high risk lifting during standardised lifting situations. Ergonomics, 61(5), 710-719. doi: 10.1080/00140139.2017.1408857

Breiman L. (2001). Random forests. Machine learning, 45(1), 5-32.

Davis K. Marras W. (2005). Load spatial pathway and spine loading: how does lift origin and destination influence low back response? Ergonomics, 48(8), 1031–1046. doi: 10.1080/00140130500182247

Fathallah F. A. Marras W. S. Wright P. L. (1995). Diurnal variation in trunk kinematics during a typical work shift. Journal of spinal disorders, 8(1), 20–25.

Herrin G. Chaffin D. Mach R. (1974). Criteria for research on the hazards of manual materials handling, niosh report.

Hogan N. Flash T. (1987). Moving gracefully: Quantitative theories of motor coordination. Trends in Neurosciences, 10(4), 170-174. doi: 10.1016/0166-2236(87)90043-9

Liaw A. Wiener M. (2002). Classification and regression by randomforest. R news, 2(3), 18-22.

Lim S. (2019). Combining inertial sensing and predictive modeling for biomechanical exposure assessment in specific material handling work (Unpublished doctoral dissertation). University of Michigan, Ann Arbor.

Lim S. D’Souza C. (2020). A narrative review on contemporary and emerging uses of inertial sensing in occupational ergonomics. International Journal of Industrial Ergonomics, 76. doi: 10.1016/j.ergon.2020.102937

Punnett L. Fine L. J. Keyserling W. M. Herrin G. D. Chaffin D. B. (1991). Back disorders and nonneutral trunk postures of automobile assembly workers. Scandinavian journal of work, environment & health, 337-346.

R Core Team. (2017). R: A language and environment for statistical computing [Computer software manual]. Vienna, Austria. Retrieved from http://www.R-project.org/

Rudy T. E. Boston J. R. Lieber S. J. Kubinski J. A. Stacey B. R. (2003). Body motion during repetitive isodynamic lifting: a comparative study of normal subjects and low-back pain patients. Pain, 105(1-2), 319-326. doi: 10.1016/S0304-3959(03)00247-1

Sangachin M. G. Cavuoto L. A. (2016). Obesity-related changes in prolonged repetitive lifting performance. Applied Ergonomics, 56, 19-26. doi: 10.1016/j.apergo.2016.03.002

Shannon R. H. (1978). Determination of efficient methods of lift by comparing trained and untrained male and female lifters (Unpublished doctoral dissertation). Texas Tech University.

Waters T. Putz-Anderson V. Garg A. (1994). Applications manual for the revised niosh lifting equation. (DHHS (NIOSH) Publication No. 94-110).