Muscle co-contraction in an upper limb musculoskeletal model: EMG-assisted vs. standard load-sharing

References

• Arnold EM, Ward SR, Lieber RL, Delp SL. 2010. A model of the lower limb for analysis of human movement. Ann Biomed Eng. 38(2):269–279.
   PubMed Web of Science ®Google Scholar
• Baruh H. 1999. Analytical dynamics. Boston (MA): WCB/McGraw-Hill,
   Google Scholar
• Bergmann G, Graichen F, Bender A, Rohlmann A, Halder A, Beier A, Westerhoff P. 2011. In vivo gleno-humeral joint loads during forward flexion and abduction. J Biomech. 44(8):1543–1552.
   PubMed Web of Science ®Google Scholar
• Boyd S, Vandenberghe L. 2004. Convex optimization. Cambridge, UK: Cambridge University Press.
   Google Scholar
• Brookham RL, Middlebrook EE, Grewal T-j, Dickerson CR. 2011. The utility of an empirically derived co-activation ratio for muscle force prediction through optimization. J Biomech. 44(8):1582–1587.
   PubMed Web of Science ®Google Scholar
• Cholewicki J, McGill SM, Norman RW. 1995. Comparison of muscle forces and joint load from an optimization and emg assisted lumbar spine model: towards development of a hybrid approach. J Biomech. 28(3):321–331.
   PubMed Web of Science ®Google Scholar
• Collins J. 1995. The redundant nature of locomotor optimization laws. J Biomech. 28(3):251–267.
   PubMed Web of Science ®Google Scholar
• Crowninshield RD, Brand RA. 1981. A physiologically based criterion of muscle force prediction in locomotion. J Biomech. 14(11):793–801.
   PubMed Web of Science ®Google Scholar
• Dennerlein JT. 2005. Finger flexor tendon forces are a complex function of finger joint motions and fingertip forces. J Hand Ther. 18(2):120–127.
   PubMedGoogle Scholar
• Engelhardt C, Malfroy Camine V, Ingram D, Müllhaupt P, Farron A, Pioletti D, Terrier A. 2015. Comparison of an emg-based and a stress-based method to predict shoulder muscle forces. Comput Methods Biomech Biomed Eng. 18(12):1272–1279.
   PubMed Web of Science ®Google Scholar
• Erdemir A, McLean S, Herzog W, van den Bogert AJ. 2007. Model-based estimation of muscle forces exerted during movements. Clin Biomech (Bristol, Avon)). 22(2):131–154.
   PubMed Web of Science ®Google Scholar
• Favre P, Sheikh R, Fucentese SF, Jacob HA. 2005. An algorithm for estimation of shoulder muscle forces for clinical use. Clin Biomech (Bristol, Avon)). 20(8):822–833.
   PubMed Web of Science ®Google Scholar
• Favre P, Snedeker JG, Gerber C. 2009. Numerical modelling of the shoulder for clinical applications. Philos Trans A Math Phys Eng Sci. 367(1895):2095–2118.
   PubMed Web of Science ®Google Scholar
• Fiacco AV. 1976. Sensitivity analysis for nonlinear programming using penalty methods. Math Program. 10(1):287–311.
   Web of Science ®Google Scholar
• Forster E, Simon U, Augat P, Claes L. 2004. Extension of a state-of-the-art optimization criterion to predict co-contraction. J Biomech. 37(4):577–581.
   PubMed Web of Science ®Google Scholar
• Gagnon D, Arjmand N, Plamondon A, Shirazi-Adl A, Larivière C. 2011. An improved multi-joint emg-assisted optimization approach to estimate joint and muscle forces in a musculoskeletal model of the lumbar spine. J Biomech. 44(8):1521–1529.
   PubMed Web of Science ®Google Scholar
• Garner BA, Pandy MG. 2000. The obstacle-set method for representing muscle paths in musculoskeletal models. Comput Methods Biomech Biomed Eng. 3(1):1–30.
   PubMedGoogle Scholar
• Garner BA, Pandy MG. 2001. Musculoskeletal model of the upper limb based on the visible human male dataset. Comput Methods Biomech Biomed Engin. 4(2):93–126.
   PubMedGoogle Scholar
• Garner BA, Pandy MG. 2003. Estimation of musculotendon properties in the human upper limb. Ann Biomed Eng. 31(2):207–220.
   PubMed Web of Science ®Google Scholar
• Herzog W. 1996. Force-sharing among synergistic muscles: theoretical considerations and experimental approaches. Exerc Sport Sci Rev. 24(1):173–202.
   PubMedGoogle Scholar
• Hug F. 2011. Can muscle coordination be precisely studied by surface electromyography. J Electromyogr Kinesiol. 21(1):1–12.
   PubMed Web of Science ®Google Scholar
• Ingram D, Engelhardt C, Farron A, Terrier A, Müllhaupt P. 2016. Modelling of the human shoulder as a parallel mechanism without constraints. Mech Mach Theory. 100:120–137.
   Web of Science ®Google Scholar
• Ingram D. 2015. Musculoskeletal model of the human shoulder for joint force estimation. Ph.D. Thesis, Ecole Polytechnique Fédérale de Lausanne. doi:10.5075/epfl-thesis-6497.
   Google Scholar
• Jost B, Pfirrmann CW, Gerber C. 2000. Clinical outcome after structural failure of rotator cuff repairs. JBJS. 82(3):304–314.
   PubMed Web of Science ®Google Scholar
• Labriola JE, Lee TQ, Debski RE, McMahon PJ. 2005. Stability and instability of the glenohumeral joint: the role of shoulder muscles. J Shoulder Elbow Surg. 14(1):S32–S38.
   PubMed Web of Science ®Google Scholar
• Langenderfer J, LaScalza S, Mell A, Carpenter JE, Kuhn JE, Hughes RE. 2005. An emg-driven model of the upper extremity and estimation of long head biceps force. Comput Biol Med. 35(1):25–39.
   PubMed Web of Science ®Google Scholar
• Laursen B, Jensen BR, Németh G, Sjøgaard G. 1998. A model predicting individual shoulder muscle forces based on relationship between electromyographic and 3d external forces in static position. J Biomech. 31(8):731–739.
   PubMed Web of Science ®Google Scholar
• Matsui K, Shimada K, Andrew PD. 2006. Deviation of skin marker from bone target during movement of the scapula. J Orthop Sci. 11(2):180–184.
   PubMed Web of Science ®Google Scholar
• Nikooyan A, Veeger H, Westerhoff P, Bolsterlee B, Graichen F, Bergmann G, Van der Helm F. 2012. An emg-driven musculoskeletal model of the shoulder. Human Movement Sci. 31(2):429–447.
   PubMed Web of Science ®Google Scholar
• Pagnani MJ, Deng X-H, Warren RF, Torzilli PA, O'Brien SJ. 1996. Role of the long head of the biceps brachii in glenohumeral stability: a biomechanical study in cadavera. Journal of Shoulder and Elbow Surgery. 5(4):255–262.
   PubMedGoogle Scholar
• Prinold JA, Masjedi M, Johnson GR, Bull AM. 2013. Musculoskeletal shoulder models: a technical review and proposals for research foci. Proc Inst Mech Eng H. 227(10):1041–1057.
   PubMed Web of Science ®Google Scholar
• Raikova R. 1999. About weight factors in the non-linear objective functions used for solving indeterminate problems in biomechanics. J Biomech. 32(7):689–694.
   PubMed Web of Science ®Google Scholar
• Sarshari E, Farron A, Terrier A, Pioletti D, Mullhaupt P. 2017. A simulation framework for humeral head translations. Med Eng Phys. 49:140–147.
   PubMed Web of Science ®Google Scholar
• Sarshari E. 2018. A closed-loop EMG-assisted shoulder model. Ph.D. Thesis, Ecole Polytechnique Fédérale de Lausanne. doi:10.5075/epfl-thesis-8658.
   Google Scholar
• Siciliano B, Khatib O. 2008. Springer handbook of robotics. Berlin: Springer-Verlag, ISBN: 978-3-540-23957-4.
   Google Scholar
• Steenbrink F, De Groot J, Veeger H, van der Helm F, Rozing P. 2009. Glenohumeral stability in simulated rotator cuff tears. J Biomech. 42(11):1740–1745.
   PubMed Web of Science ®Google Scholar
• Terrier A, Aeberhard M, Michellod Y, Mullhaupt P, Gillet D, Farron A, Pioletti DP. 2010. A musculoskeletal shoulder model based on pseudo-inverse and null-space optimization. Med Eng Phys. 32(9):1050–1056.
   PubMed Web of Science ®Google Scholar
• Van der Helm FC, Veenbaas R. 1991. Modelling the mechanical effect of muscles with large attachment sites: application to the shoulder mechanism. J Biomech. 24(12):1151–1163.
   PubMed Web of Science ®Google Scholar
• Van der Helm FC. 1994. Analysis of the kinematic and dynamic behavior of the shoulder mechanism. J Biomech. 27(5):527–550.
   PubMed Web of Science ®Google Scholar
• Veeger H, Van Der Helm F. 2007. Shoulder function: the perfect compromise between mobility and stability. J Biomech. 40(10):2119–2129.
   PubMed Web of Science ®Google Scholar
• Winter DA. 2009. Biomechanics and motor control of human movement. John Wiley & Sons.
   Google Scholar
• Winters JM, Stark L. 1987. Muscle models: what is gained and what is lost by varying model complexity. Biol Cybern. 55(6):403–420.
   PubMed Web of Science ®Google Scholar
• Wu G, Van der Helm FC, Veeger HD, Makhsous M, Van Roy P, Anglin C, Nagels J, Karduna AR, McQuade K, Wang X, International Society of Biomechanics, et al. 2005. Isb recommendation on definitions of joint coordinate systems of various joints for the reporting of human joint motion-Part II: shoulder, elbow, wrist and hand. J Biomech. 38(5):981–992.
   PubMed Web of Science ®Google Scholar
• Yanagawa T, Goodwin CJ, Shelburne KB, Giphart JE, Torry MR, Pandy MG. 2008. Contributions of the individual muscles of the shoulder to glenohumeral joint stability during abduction. J Biomech Eng. 130(2):021024
   PubMed Web of Science ®Google Scholar
• Zajac FE. 1989. Muscle and tendon properties models scaling and application to biomechanics and motor. Crit Rev Biomed Eng. 17(4):359–411.
   PubMed Web of Science ®Google Scholar