Literature DB >> 21761241

Multiscale modeling of skeletal muscle properties and experimental validations in isometric conditions.

Hassan El Makssoud1, David Guiraud, Philippe Poignet, Mitsuhiro Hayashibe, Pierre-Brice Wieber, Ken Yoshida, Christine Azevedo-Coste.   

Abstract

In this article, we describe an approach to model the electromechanical behavior of the skeletal muscle based on the Huxley formulation. We propose a model that complies with a well established macroscopic behavior of striated muscles where force-length, force-velocity, and Mirsky-Parmley properties are taken into account. These properties are introduced at the microscopic scale and related to a tentative explanation of the phenomena. The method used integrates behavior ranging from the microscopic to the macroscopic scale, and allows the computation of the dynamics of the output force and stiffness controlled by EMG or stimulation parameters. The model can thus be used to simulate and carry out research to develop control strategies using electrical stimulation in the context of rehabilitation. Finally, through animal experiments, we estimated model parameters using a Sigma Point Kalman Filtering technique and dedicated experimental protocols in isometric conditions and demonstrated that the model can accurately simulate individual variations and thus take into account subject dependent behavior.

Mesh:

Year:  2011        PMID: 21761241     DOI: 10.1007/s00422-011-0445-7

Source DB:  PubMed          Journal:  Biol Cybern        ISSN: 0340-1200            Impact factor:   2.086


  7 in total

Review 1.  Advanced computational workflow for the multi-scale modeling of the bone metabolic processes.

Authors:  Tien Tuan Dao
Journal:  Med Biol Eng Comput       Date:  2016-09-16       Impact factor: 2.602

2.  Synthesis of optimal electrical stimulation patterns for functional motion restoration: applied to spinal cord-injured patients.

Authors:  Mourad Benoussaad; Philippe Poignet; Mitsuhiro Hayashibe; Christine Azevedo-Coste; Charles Fattal; David Guiraud
Journal:  Med Biol Eng Comput       Date:  2014-11-28       Impact factor: 2.602

3.  An action potential-driven model of soleus muscle activation dynamics for locomotor-like movements.

Authors:  Hojeong Kim; Thomas G Sandercock; C J Heckman
Journal:  J Neural Eng       Date:  2015-06-18       Impact factor: 5.379

4.  Experimental parameter identification of a multi-scale musculoskeletal model controlled by electrical stimulation: application to patients with spinal cord injury.

Authors:  Mourad Benoussaad; Philippe Poignet; Mitsuhiro Hayashibe; Christine Azevedo-Coste; Charles Fattal; David Guiraud
Journal:  Med Biol Eng Comput       Date:  2013-02-05       Impact factor: 2.602

5.  Flatness of musculoskeletal systems under functional electrical stimulation.

Authors:  Mourad Benoussaad; Frédéric Rotella; Imen Chaibi
Journal:  Med Biol Eng Comput       Date:  2020-03-18       Impact factor: 2.602

6.  Voluntary EMG-to-force estimation with a multi-scale physiological muscle model.

Authors:  Mitsuhiro Hayashibe; David Guiraud
Journal:  Biomed Eng Online       Date:  2013-09-04       Impact factor: 2.819

Review 7.  Multiscale modeling methods in biomechanics.

Authors:  Pinaki Bhattacharya; Marco Viceconti
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2017-01-19
  7 in total

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