Literature DB >> 31400252

Biomechanical modeling and computer simulation of the brain during neurosurgery.

Karol Miller1, Grand R Joldes1, George Bourantas1, Simon K Warfield2, Damon E Hyde2,3, Ron Kikinis4,5,6, Adam Wittek1.   

Abstract

Computational biomechanics of the brain for neurosurgery is an emerging area of research recently gaining in importance and practical applications. This review paper presents the contributions of the Intelligent Systems for Medicine Laboratory and its collaborators to this field, discussing the modeling approaches adopted and the methods developed for obtaining the numerical solutions. We adopt a physics-based modeling approach and describe the brain deformation in mechanical terms (such as displacements, strains, and stresses), which can be computed using a biomechanical model, by solving a continuum mechanics problem. We present our modeling approaches related to geometry creation, boundary conditions, loading, and material properties. From the point of view of solution methods, we advocate the use of fully nonlinear modeling approaches, capable of capturing very large deformations and nonlinear material behavior. We discuss finite element and meshless domain discretization, the use of the total Lagrangian formulation of continuum mechanics, and explicit time integration for solving both time-accurate and steady-state problems. We present the methods developed for handling contacts and for warping 3D medical images using the results of our simulations. We present two examples to showcase these methods: brain shift estimation for image registration and brain deformation computation for neuronavigation in epilepsy treatment.
© 2019 John Wiley & Sons, Ltd.

Entities:  

Keywords:  brain biomechanics; brain shift; epilepsy surgery; glioma surgery; image warping; meshless methods; neuroimage registration; neurosurgical simulation

Mesh:

Year:  2019        PMID: 31400252      PMCID: PMC6785376          DOI: 10.1002/cnm.3250

Source DB:  PubMed          Journal:  Int J Numer Method Biomed Eng        ISSN: 2040-7939            Impact factor:   2.747


  66 in total

1.  Atlas-Based Automatic Generation of Subject-Specific Finite Element Tongue Meshes.

Authors:  Ahmad Bijar; Pierre-Yves Rohan; Pascal Perrier; Yohan Payan
Journal:  Ann Biomed Eng       Date:  2015-11-17       Impact factor: 3.934

2.  Interactive simulation of needle insertion models.

Authors:  Simon P DiMaio; Septimiu E Salcudean
Journal:  IEEE Trans Biomed Eng       Date:  2005-07       Impact factor: 4.538

3.  Intraoperative brain shift prediction using a 3D inhomogeneous patient-specific finite element model.

Authors:  Jingwen Hu; Xin Jin; Jong B Lee; Liying Zhang; Vipin Chaudhary; Murali Guthikonda; King H Yang; Albert I King
Journal:  J Neurosurg       Date:  2007-01       Impact factor: 5.115

4.  A logarithmic opinion pool based STAPLE algorithm for the fusion of segmentations with associated reliability weights.

Authors:  Alireza Akhondi-Asl; Lennox Hoyte; Mark E Lockhart; Simon K Warfield
Journal:  IEEE Trans Med Imaging       Date:  2014-06-12       Impact factor: 10.048

5.  Intraoperative brain shift and deformation: a quantitative analysis of cortical displacement in 28 cases.

Authors:  D W Roberts; A Hartov; F E Kennedy; M I Miga; K D Paulsen
Journal:  Neurosurgery       Date:  1998-10       Impact factor: 4.654

6.  Linear viscoelastic properties of bovine brain tissue in shear.

Authors:  L E Bilston; Z Liu; N Phan-Thien
Journal:  Biorheology       Date:  1997 Nov-Dec       Impact factor: 1.875

7.  Reproducibility of Brain MRI Segmentation Algorithms: Empirical Comparison of Local MAP PSTAPLE, FreeSurfer, and FSL-FIRST.

Authors:  Clemente Velasco-Annis; Alireza Akhondi-Asl; Aymeric Stamm; Simon K Warfield
Journal:  J Neuroimaging       Date:  2017-11-14       Impact factor: 2.486

8.  Regional, directional, and age-dependent properties of the brain undergoing large deformation.

Authors:  Michael T Prange; Susan S Margulies
Journal:  J Biomech Eng       Date:  2002-04       Impact factor: 2.097

9.  Towards measuring neuroimage misalignment.

Authors:  Revanth Reddy Garlapati; Ahmed Mostayed; Grand Roman Joldes; Adam Wittek; Barry Doyle; Karol Miller
Journal:  Comput Biol Med       Date:  2015-06-14       Impact factor: 4.589

10.  Age-dependent material properties of the porcine cerebrum: effect on pediatric inertial head injury criteria.

Authors:  K L Thibault; S S Margulies
Journal:  J Biomech       Date:  1998-12       Impact factor: 2.712

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  6 in total

1.  Computer simulation of tumour resection-induced brain deformation by a meshless approach.

Authors:  Yue Yu; George Bourantas; Benjamin Zwick; Grand Joldes; Tina Kapur; Sarah Frisken; Ron Kikinis; Arya Nabavi; Alexandra Golby; Adam Wittek; Karol Miller
Journal:  Int J Numer Method Biomed Eng       Date:  2021-10-24       Impact factor: 2.747

2.  Mathematical modeling and computer simulation of needle insertion into soft tissue.

Authors:  Adam Wittek; George Bourantas; Benjamin F Zwick; Grand Joldes; Lionel Esteban; Karol Miller
Journal:  PLoS One       Date:  2020-12-22       Impact factor: 3.240

3.  Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia.

Authors:  Daniele Ravi; Stefano B Blumberg; Silvia Ingala; Frederik Barkhof; Daniel C Alexander; Neil P Oxtoby
Journal:  Med Image Anal       Date:  2021-10-14       Impact factor: 8.545

4.  Study on protective performance and gradient optimization of helmet foam liner under bullet impact.

Authors:  Xingyuan Huang; Qiujie Zheng; Lijun Chang; Zhihua Cai
Journal:  Sci Rep       Date:  2022-09-26       Impact factor: 4.996

5.  Standard-space atlas of the viscoelastic properties of the human brain.

Authors:  Lucy V Hiscox; Matthew D J McGarry; Hillary Schwarb; Elijah E W Van Houten; Ryan T Pohlig; Neil Roberts; Graham R Huesmann; Agnieszka Z Burzynska; Bradley P Sutton; Charles H Hillman; Arthur F Kramer; Neal J Cohen; Aron K Barbey; Keith D Paulsen; Curtis L Johnson
Journal:  Hum Brain Mapp       Date:  2020-09-15       Impact factor: 5.038

6.  Effective Viscoplastic-Softening Model Suitable for Brain Impact Modelling.

Authors:  Bartłomiej Dyniewicz; Jacek M Bajkowski; Czesław I Bajer
Journal:  Materials (Basel)       Date:  2022-03-18       Impact factor: 3.623

  6 in total

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