Literature DB >> 22935689

Beyond finite elements: a comprehensive, patient-specific neurosurgical simulation utilizing a meshless method.

K Miller1, A Horton, G R Joldes, A Wittek.   

Abstract

To be useful in clinical (surgical) simulations, a method must use fully nonlinear (both geometric and material) formulations to deal with large (finite) deformations of tissues. The method must produce meaningful results in a short time on consumer hardware and not require significant manual work while discretizing the problem domain. In this paper, we showcase the Meshless Total Lagrangian Explicit Dynamics Method (MTLED) which meets these requirements, and use it for computing brain deformations during surgery. The problem geometry is based on patient-specific MRI data and includes the parenchyma, tumor, ventricles and skull. Nodes are distributed automatically through the domain rendering the normally difficult problem of creating a patient-specific computational grid a trivial exercise. Integration is performed over a simple, regular background grid which does not need to conform to the geometry boundaries. Appropriate nonlinear material formulation is used. Loading is performed by displacing the parenchyma surface nodes near the craniotomy and a finite frictionless sliding contact is enforced between the skull (rigid) and parenchyma. The meshless simulation results are compared to both intraoperative MRIs and Finite Element Analysis results for multiple 2D sections. We also calculate Hausdorff distances between the computed deformed surfaces of the ventricles and those observed intraoperatively. The difference between previously validated Finite Element results and the meshless results presented here is less than 0.2mm. The results are within the limits of neurosurgical and imaging equipment accuracy (~1 mm) and demonstrate the method's ability to fulfill all of the important requirements for surgical simulation.
Copyright © 2012 Elsevier Ltd. All rights reserved.

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Year:  2012        PMID: 22935689      PMCID: PMC3871993          DOI: 10.1016/j.jbiomech.2012.07.031

Source DB:  PubMed          Journal:  J Biomech        ISSN: 0021-9290            Impact factor:   2.712


  14 in total

1.  Accuracy of MRI-guided stereotactic thalamic functional neurosurgery.

Authors:  G Bourgeois; M Magnin; A Morel; S Sartoretti; T Huisman; E Tuncdogan; D Meier; D Jeanmonod
Journal:  Neuroradiology       Date:  1999-09       Impact factor: 2.804

2.  Registration of 3-D intraoperative MR images of the brain using a finite-element biomechanical model.

Authors:  M Ferrant; A Nabavi; B Macq; F A Jolesz; R Kikinis; S K Warfield
Journal:  IEEE Trans Med Imaging       Date:  2001-12       Impact factor: 10.048

3.  Real-Time Nonlinear Finite Element Computations on GPU - Application to Neurosurgical Simulation.

Authors:  Grand Roman Joldes; Adam Wittek; Karol Miller
Journal:  Comput Methods Appl Mech Eng       Date:  2010-12-15       Impact factor: 6.756

4.  Patient-specific non-linear finite element modelling for predicting soft organ deformation in real-time: application to non-rigid neuroimage registration.

Authors:  Adam Wittek; Grand Joldes; Mathieu Couton; Simon K Warfield; Karol Miller
Journal:  Prog Biophys Mol Biol       Date:  2010-09-22       Impact factor: 3.667

5.  Innovations in surgical approach: the marriage of technique, technology, and judgment.

Authors:  Peter Nakaji; Robert F Spetzler
Journal:  Clin Neurosurg       Date:  2004

6.  Orbital and maxillofacial computer aided surgery: patient-specific finite element models to predict surgical outcomes.

Authors:  Vincent Luboz; Matthieu Chabanas; Pascal Swider; Yohan Payan
Journal:  Comput Methods Biomech Biomed Engin       Date:  2005-08       Impact factor: 1.763

7.  Non-rigid alignment of pre-operative MRI, fMRI, and DT-MRI with intra-operative MRI for enhanced visualization and navigation in image-guided neurosurgery.

Authors:  Neculai Archip; Olivier Clatz; Stephen Whalen; Dan Kacher; Andriy Fedorov; Andriy Kot; Nikos Chrisochoides; Ferenc Jolesz; Alexandra Golby; Peter M Black; Simon K Warfield
Journal:  Neuroimage       Date:  2006-12-23       Impact factor: 6.556

8.  On the unimportance of constitutive models in computing brain deformation for image-guided surgery.

Authors:  Adam Wittek; Trent Hawkins; Karol Miller
Journal:  Biomech Model Mechanobiol       Date:  2008-02-02

Review 9.  Capturing intraoperative deformations: research experience at Brigham and Women's Hospital.

Authors:  Simon K Warfield; Steven J Haker; Ion-Florin Talos; Corey A Kemper; Neil Weisenfeld; Andrea U J Mewes; Daniel Goldberg-Zimring; Kelly H Zou; Carl-Fredrik Westin; William M Wells; Clare M C Tempany; Alexandra Golby; Peter M Black; Ferenc A Jolesz; Ron Kikinis
Journal:  Med Image Anal       Date:  2004-12-30       Impact factor: 8.545

10.  IA-FEMesh: an open-source, interactive, multiblock approach to anatomic finite element model development.

Authors:  Nicole M Grosland; Kiran H Shivanna; Vincent A Magnotta; Nicole A Kallemeyn; Nicole A DeVries; Srinivas C Tadepalli; Curtis Lisle
Journal:  Comput Methods Programs Biomed       Date:  2009-01-20       Impact factor: 5.428

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  7 in total

Review 1.  Biomechanical modeling and computer simulation of the brain during neurosurgery.

Authors:  Karol Miller; Grand R Joldes; George Bourantas; Simon K Warfield; Damon E Hyde; Ron Kikinis; Adam Wittek
Journal:  Int J Numer Method Biomed Eng       Date:  2019-09-05       Impact factor: 2.747

Review 2.  Computational Modeling for Enhancing Soft Tissue Image Guided Surgery: An Application in Neurosurgery.

Authors:  Michael I Miga
Journal:  Ann Biomed Eng       Date:  2015-09-09       Impact factor: 3.934

3.  Modeling Soft Tissue Damage and Failure Using a Combined Particle/Continuum Approach.

Authors:  M K Rausch; G E Karniadakis; J D Humphrey
Journal:  Biomech Model Mechanobiol       Date:  2016-08-18

4.  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

5.  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

6.  Biomechanical model for computing deformations for whole-body image registration: A meshless approach.

Authors:  Mao Li; Karol Miller; Grand Roman Joldes; Ron Kikinis; Adam Wittek
Journal:  Int J Numer Method Biomed Eng       Date:  2016-03-14       Impact factor: 2.747

7.  Physical Constraint Finite Element Model for Medical Image Registration.

Authors:  Jingya Zhang; Jiajun Wang; Xiuying Wang; Xin Gao; Dagan Feng
Journal:  PLoS One       Date:  2015-10-23       Impact factor: 3.240

  7 in total

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