Literature DB >> 28748126

Pixel-based meshfree modelling of skeletal muscles.

Jiun-Shyan Chen1, Ramya Rao Basava1, Yantao Zhang1, Robert Csapo2, Vadim Malis2, Usha Sinha3, John Hodgson4, Shantanu Sinha2.   

Abstract

This paper introduces the meshfree Reproducing Kernel Particle Method (RKPM) for 3D image-based modeling of skeletal muscles. This approach allows for construction of simulation model based on pixel data obtained from medical images. The material properties and muscle fiber direction obtained from Diffusion Tensor Imaging (DTI) are input at each pixel point. The reproducing kernel (RK) approximation allows a representation of material heterogeneity with smooth transition. A multiphase multichannel level set based segmentation framework is adopted for individual muscle segmentation using Magnetic Resonance Images (MRI) and DTI. The application of the proposed methods for modeling the human lower leg is demonstrated.

Entities:  

Keywords:  3D skeletal muscle model construction; Image segmentation; Image-based modeling; Muscle force production; Reproducing kernel particle method

Year:  2015        PMID: 28748126      PMCID: PMC5523135          DOI: 10.1080/21681163.2015.1049712

Source DB:  PubMed          Journal:  Comput Methods Biomech Biomed Eng Imaging Vis        ISSN: 2168-1163


  11 in total

Review 1.  Diffusion tensor imaging: concepts and applications.

Authors:  D Le Bihan; J F Mangin; C Poupon; C A Clark; S Pappata; N Molko; H Chabriat
Journal:  J Magn Reson Imaging       Date:  2001-04       Impact factor: 4.813

Review 2.  A survey of medical image registration.

Authors:  J B Maintz; M A Viergever
Journal:  Med Image Anal       Date:  1998-03       Impact factor: 8.545

3.  In vivo diffusion tensor imaging of human calf muscle.

Authors:  Usha Sinha; Lawrence Yao
Journal:  J Magn Reson Imaging       Date:  2002-01       Impact factor: 4.813

4.  Active contours without edges.

Authors:  T F Chan; L A Vese
Journal:  IEEE Trans Image Process       Date:  2001       Impact factor: 10.856

5.  Prior knowledge, random walks and human skeletal muscle segmentation.

Authors:  P Y Baudin; N Azzabou; P G Carlier; Nikos Paragios
Journal:  Med Image Comput Comput Assist Interv       Date:  2012

6.  Finite element modeling reveals complex strain mechanics in the aponeuroses of contracting skeletal muscle.

Authors:  Sheng-Wei Chi; John Hodgson; Jiun-Shyan Chen; V Reggie Edgerton; David D Shin; Ronald A Roiz; Shantanu Sinha
Journal:  J Biomech       Date:  2010-02-26       Impact factor: 2.712

7.  Finite element modeling of passive material influence on the deformation and force output of skeletal muscle.

Authors:  John A Hodgson; Sheng-Wei Chi; Judy P Yang; Jiun-Shyan Chen; Victor R Edgerton; Shantanu Sinha
Journal:  J Mech Behav Biomed Mater       Date:  2012-01-30

8.  Myotendinous junction: morphological changes and mechanical failure associated with muscle cell atrophy.

Authors:  J G Tidball
Journal:  Exp Mol Pathol       Date:  1984-02       Impact factor: 3.362

9.  Anatomically anchored template-based level set segmentation: application to quadriceps muscles in MR images from the Osteoarthritis Initiative.

Authors:  Jeffrey W Prescott; Thomas M Best; Mark S Swanson; Furqan Haq; Rebecca D Jackson; Metin N Gurcan
Journal:  J Digit Imaging       Date:  2010-01-05       Impact factor: 4.056

10.  Age-associated differences in triceps surae muscle composition and strength - an MRI-based cross-sectional comparison of contractile, adipose and connective tissue.

Authors:  Robert Csapo; Vadim Malis; Usha Sinha; Jiang Du; Shantanu Sinha
Journal:  BMC Musculoskelet Disord       Date:  2014-06-17       Impact factor: 2.362

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  1 in total

1.  In vivo human lower limb muscle architecture dataset obtained using diffusion tensor imaging.

Authors:  James P Charles; Felipe Suntaxi; William J Anderst
Journal:  PLoS One       Date:  2019-10-15       Impact factor: 3.240

  1 in total

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