Comparison of an EMG-based and a stress-based method to predict shoulder muscle forces

被引:12
|
作者
Engelhardt, Christoph [1 ]
Camine, Valerie Malfroy [1 ]
Ingram, David [2 ]
Muellhaupt, Philippe [2 ]
Farron, Alain [3 ]
Pioletti, Dominique [1 ]
Terrier, Alexandre [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Lab Biomech Orthopaed, CH-1015 Lausanne, Switzerland
[2] Ecole Polytech Fed Lausanne, Automat Control Lab, CH-1015 Lausanne, Switzerland
[3] CHU Vaudois, Orthopaed & Traumatol Dept, Lausanne, Switzerland
基金
瑞士国家科学基金会;
关键词
muscle forces; musculoskeletal model; shoulder; DRIVEN MUSCULOSKELETAL MODEL; GLENOHUMERAL TRANSLATION; OPTIMIZATION; MOVEMENTS; BEHAVIOR; INVERSE; TENDON;
D O I
10.1080/10255842.2014.899587
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The estimation of muscle forces in musculoskeletal shoulder models is still controversial. Two different methods are widely used to solve the indeterminacy of the system: electromyography (EMG)-based methods and stress-based methods. The goal of this work was to evaluate the influence of these two methods on the prediction of muscle forces, glenohumeral load and joint stability after total shoulder arthroplasty. An EMG-based and a stress-based method were implemented into the same musculoskeletal shoulder model. The model replicated the glenohumeral joint after total shoulder arthroplasty. It contained the scapula, the humerus, the joint prosthesis, the rotator cuff muscles supraspinatus, subscapularis and infraspinatus and the middle, anterior and posterior deltoid muscles. A movement of abduction was simulated in the plane of the scapula. The EMG-based method replicated muscular activity of experimentally measured EMG. The stress-based method minimised a cost function based on muscle stresses. We compared muscle forces, joint reaction force, articular contact pressure and translation of the humeral head. The stress-based method predicted a lower force of the rotator cuff muscles. This was partly counter-balanced by a higher force of the middle part of the deltoid muscle. As a consequence, the stress-based method predicted a lower joint load (16% reduced) and a higher superior-inferior translation of the humeral head (increased by 1.2mm). The EMG-based method has the advantage of replicating the observed cocontraction of stabilising muscles of the rotator cuff. This method is, however, limited to available EMG measurements. The stress-based method has thus an advantage of flexibility, but may overestimate glenohumeral subluxation.
引用
收藏
页码:1272 / 1279
页数:8
相关论文
共 50 条
  • [1] Comparison between EMG-based and optimisation-based approaches for back-muscle forces and intervertebral efforts
    Hinnekens, Simon
    Mahaudens, Philippe
    Detrembleur, Christine
    Fisette, Paul
    [J]. MULTIBODY SYSTEM DYNAMICS, 2024,
  • [2] A comparison of EMG-based muscle fatigue assessments during dynamic contractions
    Rogers, Daniel R.
    MacIsaac, Dawn T.
    [J]. JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2013, 23 (05) : 1004 - 1011
  • [3] Feasibility of EMG-based control of shoulder muscle FNS via artificial neural network
    Kirsch, RF
    Parikh, PP
    Acosta, AM
    van der Helm, FCT
    [J]. PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 1293 - 1296
  • [4] An EMG-based Muscle Force Evaluation Method Using Approximate Entropy
    Guo, Shuxiang
    Hu, Yuye
    Guo, Jian
    Zhang, Weijie
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2016, : 1197 - 1202
  • [5] An EMG-based muscle force monitoring system
    Son, Jongsang
    Hwang, Sungjae
    Kim, Youngho
    [J]. JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2010, 24 (10) : 2099 - 2105
  • [6] An EMG-based muscle force monitoring system
    Jongsang Son
    Sungjae Hwang
    Youngho Kim
    [J]. Journal of Mechanical Science and Technology, 2010, 24 : 2099 - 2105
  • [7] EMG-based motion intention detection for control of a shoulder neuroprosthesis
    Kirsch, RF
    Au, ATC
    [J]. PROCEEDINGS OF THE 19TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOL 19, PTS 1-6: MAGNIFICENT MILESTONES AND EMERGING OPPORTUNITIES IN MEDICAL ENGINEERING, 1997, 19 : 1944 - 1945
  • [8] EMG-based detection of inspiration in the rat diaphragm muscle
    Dow, Douglas E.
    Mantilla, Carlos B.
    Zhan, Wen-Zhi
    Sieck, Gary C.
    [J]. 2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15, 2006, : 2847 - +
  • [9] A research on an improved fuzzy approximate entropy algorithm for EMG-based shoulder and neck muscle fatigue detection
    Hou, Yuntong
    Shang, Shuye
    Cao, Shengxi
    Liu, Zhengjia
    [J]. Journal of Intelligent and Fuzzy Systems, 2024, 46 (04): : 8049 - 8063
  • [10] A study of an EMG-Based exoskeletal robot for human shoulder motion support
    Kiguchi, K
    Iwami, K
    Watanabe, K
    Fukuda, T
    [J]. JSME INTERNATIONAL JOURNAL SERIES C-MECHANICAL SYSTEMS MACHINE ELEMENTS AND MANUFACTURING, 2001, 44 (04) : 1133 - 1141