Literature DB >> 34647427

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

Yue Yu1, George Bourantas1, Benjamin Zwick1, Grand Joldes1, Tina Kapur2, Sarah Frisken2, Ron Kikinis2, Arya Nabavi3, Alexandra Golby2, Adam Wittek1, Karol Miller1,2.   

Abstract

Tumour resection requires precise planning and navigation to maximise tumour removal while simultaneously protecting nearby healthy tissues. Neurosurgeons need to know the location of the remaining tumour after partial tumour removal before continuing with the resection. Our approach to the problem uses biomechanical modelling and computer simulation to compute the brain deformations after the tumour is resected. In this study, we use meshless Total Lagrangian explicit dynamics as the solver. The problem geometry is extracted from the patient-specific magnetic resonance imaging (MRI) data and includes the parenchyma, tumour, cerebrospinal fluid and skull. The appropriate non-linear material formulation is used. Loading is performed by imposing intra-operative conditions of gravity and reaction forces between the tumour and surrounding healthy parenchyma tissues. A finite frictionless sliding contact is enforced between the skull (rigid) and parenchyma. The meshless simulation results are compared to intra-operative MRI sections. We also calculate Hausdorff distances between the computed deformed surfaces (ventricles and tumour cavities) and surfaces observed intra-operatively. Over 80% of points on the ventricle surface and 95% of points on the tumour cavity surface were successfully registered (results within the limits of two times the original in-plane resolution of the intra-operative image). Computed results demonstrate the potential for our method in estimating the tissue deformation and tumour boundary during the resection.
© 2021 John Wiley & Sons Ltd.

Entities:  

Keywords:  Total Lagrangian formulation; brain shift; medical image registration; meshless methods; patient-specific biomechanical simulations; tumour resection

Mesh:

Year:  2021        PMID: 34647427      PMCID: PMC8881972          DOI: 10.1002/cnm.3539

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


  35 in total

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2.  Cortical surface-based analysis. I. Segmentation and surface reconstruction.

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4.  Patient-specific model of brain deformation: application to medical image registration.

Authors:  Adam Wittek; Karol Miller; Ron Kikinis; Simon K Warfield
Journal:  J Biomech       Date:  2006-05-06       Impact factor: 2.712

5.  Mechanical properties of brain tissue in tension.

Authors:  Karol Miller; Kiyoyuki Chinzei
Journal:  J Biomech       Date:  2002-04       Impact factor: 2.712

6.  Computation of intra-operative brain shift using dynamic relaxation.

Authors:  Grand Roman Joldes; Adam Wittek; Karol Miller
Journal:  Comput Methods Appl Mech Eng       Date:  2009-09-01       Impact factor: 6.756

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Authors:  Laura Saenz del Burgo; Rosa María Hernández; Gorka Orive; Jose Luis Pedraz
Journal:  Nanomedicine       Date:  2013-10-14       Impact factor: 5.307

8.  Predictors for traumatic brain injuries evaluated through accident reconstructions.

Authors:  Svein Kleiven
Journal:  Stapp Car Crash J       Date:  2007-10

Review 9.  Radiation therapy for older patients with brain tumors.

Authors:  Giuseppe Minniti; Andrea Riccardo Filippi; Mattia Falchetto Osti; Umberto Ricardi
Journal:  Radiat Oncol       Date:  2017-06-19       Impact factor: 3.481

10.  Supervised Brain Tumor Segmentation Based on Gradient and Context-Sensitive Features.

Authors:  Junting Zhao; Zhaopeng Meng; Leyi Wei; Changming Sun; Quan Zou; Ran Su
Journal:  Front Neurosci       Date:  2019-03-14       Impact factor: 4.677

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  1 in total

1.  Automatic framework for patient-specific modelling of tumour resection-induced brain shift.

Authors:  Yue Yu; Saima Safdar; George Bourantas; Benjamin Zwick; Grand Joldes; Tina Kapur; Sarah Frisken; Ron Kikinis; Arya Nabavi; Alexandra Golby; Adam Wittek; Karol Miller
Journal:  Comput Biol Med       Date:  2022-01-30       Impact factor: 6.698

  1 in total

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