Literature DB >> 21647246

An adaptive Dynamic Relaxation method for solving nonlinear finite element problems. Application to brain shift estimation.

Grand Roman Joldes, Adam Wittek, Karol Miller.   

Abstract

Dynamic Relaxation is an explicit method that can be used for computing the steady state solution for a discretised continuum mechanics problem. The convergence speed of the method depends on the accurate estimation of the parameters involved, which is especially difficult for nonlinear problems. In this paper we propose a completely adaptive Dynamic Relaxation method in which the parameters are updated during the iteration process, converging to their optimal values. We use the proposed method for computing intra-operative organ deformations using non-linear finite element models involving large deformations, nonlinear materials and contacts. The simulation results prove the accuracy and computational efficiency of the method. The proposed method is also very well suited for GPU implementation.

Entities:  

Year:  2011        PMID: 21647246      PMCID: PMC3107576          DOI: 10.1002/cnm.1407

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


  14 in total

1.  Mechanical properties of brain tissue in-vivo: experiment and computer simulation.

Authors:  K Miller; K Chinzei; G Orssengo; P Bednarz
Journal:  J Biomech       Date:  2000-11       Impact factor: 2.712

2.  Cortical surface registration for image-guided neurosurgery using laser-range scanning.

Authors:  Michael I Miga; Tuhin K Sinha; David M Cash; Robert L Galloway; Robert J Weil
Journal:  IEEE Trans Med Imaging       Date:  2003-08       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.  Brain shift computation using a fully nonlinear biomechanical model.

Authors:  Adam Wittek; Ron Kikinis; Simon K Warfield; Karol Miller
Journal:  Med Image Comput Comput Assist Interv       Date:  2005

5.  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

6.  Constitutive modelling of brain tissue: experiment and theory.

Authors:  K Miller; K Chinzei
Journal:  J Biomech       Date:  1997 Nov-Dec       Impact factor: 2.712

Review 7.  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

8.  Non-locking Tetrahedral Finite Element for Surgical Simulation.

Authors:  Grand Roman Joldes; Adam Wittek; Karol Miller
Journal:  Commun Numer Methods Eng       Date:  2009-07

9.  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

10.  Suite of finite element algorithms for accurate computation of soft tissue deformation for surgical simulation.

Authors:  Grand Roman Joldes; Adam Wittek; Karol Miller
Journal:  Med Image Anal       Date:  2008-12-24       Impact factor: 8.545

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  5 in total

1.  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

2.  Suite of meshless algorithms for accurate computation of soft tissue deformation for surgical simulation.

Authors:  Grand Joldes; George Bourantas; Benjamin Zwick; Habib Chowdhury; Adam Wittek; Sudip Agrawal; Konstantinos Mountris; Damon Hyde; Simon K Warfield; Karol Miller
Journal:  Med Image Anal       Date:  2019-06-12       Impact factor: 8.545

Review 3.  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

4.  Biomechanical model as a registration tool for image-guided neurosurgery: evaluation against BSpline registration.

Authors:  Ahmed Mostayed; Revanth Reddy Garlapati; Grand Roman Joldes; Adam Wittek; Aditi Roy; Ron Kikinis; Simon K Warfield; Karol Miller
Journal:  Ann Biomed Eng       Date:  2013-06-15       Impact factor: 3.934

5.  A Novel Haptic Interactive Approach to Simulation of Surgery Cutting Based on Mesh and Meshless Models.

Authors:  Qiangqiang Cheng; Peter X Liu; Pinhua Lai; Shaoping Xu; Yanni Zou
Journal:  J Healthc Eng       Date:  2018-04-15       Impact factor: 2.682

  5 in total

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