Literature DB >> 23491073

On the prospect of patient-specific biomechanics without patient-specific properties of tissues.

Karol Miller1, Jia Lu.   

Abstract

This paper presents main theses of two keynote lectures delivered at Euromech Colloquium "Advanced experimental approaches and inverse problems in tissue biomechanics" held in Saint Etienne in June 2012. We are witnessing an advent of patient-specific biomechanics that will bring in the future personalized treatments to sufferers all over the world. It is the current task of biomechanists to devise methods for clinically-relevant patient-specific modeling. One of the obstacles standing before the biomechanics community is the difficulty in obtaining patient-specific properties of tissues to be used in biomechanical models. We postulate that focusing on reformulating computational mechanics problems in such a way that the results are weakly sensitive to the variation in mechanical properties of simulated continua is more likely to bear fruit in near future. We consider two types of problems: (i) displacement-zero traction problems whose solutions in displacements are weakly sensitive to mechanical properties of the considered continuum; and (ii) problems that are approximately statically determinate and therefore their solutions in stresses are also weakly sensitive to mechanical properties of constituents. We demonstrate that the kinematically loaded biomechanical models of the first type are applicable in the field of image-guided surgery where the current, intraoperative configuration of a soft organ is of critical importance. We show that sac-like membranes, which are prototypes of many thin-walled biological organs, are approximately statically determinate and therefore useful solutions for wall stress can be obtained without the knowledge of the wall's properties. We demonstrate the clinical applicability and effectiveness of the proposed methods using examples from modeling neurosurgery and intracranial aneurysms.
Copyright © 2013 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Aneurysm; Brain; Finite element method; Inverse problems; Mechanical properties; Patient-specific modelling; Surgical simulation

Mesh:

Year:  2013        PMID: 23491073      PMCID: PMC3711966          DOI: 10.1016/j.jmbbm.2013.01.013

Source DB:  PubMed          Journal:  J Mech Behav Biomed Mater        ISSN: 1878-0180


  27 in total

1.  Nonrigid registration using free-form deformations: application to breast MR images.

Authors:  D Rueckert; L I Sonoda; C Hayes; D L Hill; M O Leach; D J Hawkes
Journal:  IEEE Trans Med Imaging       Date:  1999-08       Impact factor: 10.048

2.  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

3.  A computational approach to edge detection.

Authors:  J Canny
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  1986-06       Impact factor: 6.226

4.  Modified Talairach landmarks.

Authors:  W L Nowinski
Journal:  Acta Neurochir (Wien)       Date:  2001-10       Impact factor: 2.216

5.  Magnetic resonance elastography by direct visualization of propagating acoustic strain waves.

Authors:  R Muthupillai; D J Lomas; P J Rossman; J F Greenleaf; A Manduca; R L Ehman
Journal:  Science       Date:  1995-09-29       Impact factor: 47.728

6.  Mechanical properties of brain tissue in tension.

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

7.  Magnetic resonance elastography of brain tumors: preliminary results.

Authors:  L Xu; Y Lin; J C Han; Z N Xi; H Shen; P Y Gao
Journal:  Acta Radiol       Date:  2007-04       Impact factor: 1.990

8.  The use of Laplace's equation in aneurysm mechanics.

Authors:  J D Humphrey; S K Kyriacou
Journal:  Neurol Res       Date:  1996-06       Impact factor: 2.448

9.  Inverse elastostatic stress analysis in pre-deformed biological structures: Demonstration using abdominal aortic aneurysms.

Authors:  Jia Lu; Xianlian Zhou; Madhavan L Raghavan
Journal:  J Biomech       Date:  2006-03-20       Impact factor: 2.712

10.  Identifying heterogeneous anisotropic properties in cerebral aneurysms: a pointwise approach.

Authors:  Xuefeng Zhao; Madhavan L Raghavan; Jia Lu
Journal:  Biomech Model Mechanobiol       Date:  2010-05-21
View more
  18 in total

1.  Patient-specific biomechanical model as whole-body CT image registration tool.

Authors:  Mao Li; Karol Miller; Grand Roman Joldes; Barry Doyle; Revanth Reddy Garlapati; Ron Kikinis; Adam Wittek
Journal:  Med Image Anal       Date:  2015-01-30       Impact factor: 8.545

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

3.  A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis.

Authors:  Liang Liang; Minliang Liu; Caitlin Martin; Wei Sun
Journal:  J R Soc Interface       Date:  2018-01       Impact factor: 4.118

4.  On the computation of in vivo transmural mean stress of patient-specific aortic wall.

Authors:  Minliang Liu; Liang Liang; Haofei Liu; Ming Zhang; Caitlin Martin; Wei Sun
Journal:  Biomech Model Mechanobiol       Date:  2018-11-09

5.  A new inverse method for estimation of in vivo mechanical properties of the aortic wall.

Authors:  Minliang Liu; Liang Liang; Wei Sun
Journal:  J Mech Behav Biomed Mater       Date:  2017-05-02

6.  Estimation of in vivo constitutive parameters of the aortic wall using a machine learning approach.

Authors:  Minliang Liu; Liang Liang; Wei Sun
Journal:  Comput Methods Appl Mech Eng       Date:  2018-12-28       Impact factor: 6.756

Review 7.  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

8.  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

9.  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

10.  Estimation of in vivo mechanical properties of the aortic wall: A multi-resolution direct search approach.

Authors:  Minliang Liu; Liang Liang; Wei Sun
Journal:  J Mech Behav Biomed Mater       Date:  2017-10-20
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.