Literature DB >> 22562728

Volumetric intraoperative brain deformation compensation: model development and phantom validation.

Christine DeLorenzo1, Xenophon Papademetris, Lawrence H Staib, Kenneth P Vives, Dennis D Spencer, James S Duncan.   

Abstract

During neurosurgery, nonrigid brain deformation may affect the reliability of tissue localization based on preoperative images. To provide accurate surgical guidance in these cases, preoperative images must be updated to reflect the intraoperative brain. This can be accomplished by warping these preoperative images using a biomechanical model. Due to the possible complexity of this deformation, intraoperative information is often required to guide the model solution. In this paper, a linear elastic model of the brain is developed to infer volumetric brain deformation associated with measured intraoperative cortical surface displacement. The developed model relies on known material properties of brain tissue, and does not require further knowledge about intraoperative conditions. To provide an initial estimation of volumetric model accuracy, as well as determine the model's sensitivity to the specified material parameters and surface displacements, a realistic brain phantom was developed. Phantom results indicate that the linear elastic model significantly reduced localization error due to brain shift, from > 16 mm to under 5 mm, on average. In addition, though in vivo quantitative validation is necessary, preliminary application of this approach to images acquired during neocortical epilepsy cases confirms the feasibility of applying the developed model to in vivo data.

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Mesh:

Year:  2012        PMID: 22562728      PMCID: PMC3600363          DOI: 10.1109/TMI.2012.2197407

Source DB:  PubMed          Journal:  IEEE Trans Med Imaging        ISSN: 0278-0062            Impact factor:   10.048


  35 in total

1.  Simulation of acute subdural hematoma and diffuse axonal injury in coronal head impact.

Authors:  D R Bradshaw; J Ivarsson; C L Morfey; D C Viano
Journal:  J Biomech       Date:  2001-01       Impact factor: 2.712

2.  Strategies for brain shift evaluation.

Authors:  Peter Hastreiter; Christof Rezk-Salama; Grzegorz Soza; Michael Bauer; Günther Greiner; Rudolf Fahlbusch; Oliver Ganslandt; Christopher Nimsky
Journal:  Med Image Anal       Date:  2004-12       Impact factor: 8.545

3.  Assimilating intraoperative data with brain shift modeling using the adjoint equations.

Authors:  Karen E Lunn; Keith D Paulsen; Daniel R Lynch; David W Roberts; Francis E Kennedy; Alex Hartov
Journal:  Med Image Anal       Date:  2005-06       Impact factor: 8.545

4.  A method to track cortical surface deformations using a laser range scanner.

Authors:  Tuhin K Sinha; Benoit M Dawant; Valerie Duay; David M Cash; Robert J Weil; Reid C Thompson; Kyle D Weaver; Michael I Miga
Journal:  IEEE Trans Med Imaging       Date:  2005-06       Impact factor: 10.048

5.  Laser range scanning for image-guided neurosurgery: investigation of image-to-physical space registrations.

Authors:  Aize Cao; R C Thompson; P Dumpuri; B M Dawant; R L Galloway; S Ding; M I Miga
Journal:  Med Phys       Date:  2008-04       Impact factor: 4.071

6.  BioImage Suite: An integrated medical image analysis suite: An update.

Authors:  Xenophon Papademetris; Marcel P Jackowski; Nallakkandi Rajeevan; Marcello DiStasio; Hirohito Okuda; R Todd Constable; Lawrence H Staib
Journal:  Insight J       Date:  2006

7.  Use of cortical surface vessel registration for image-guided neurosurgery.

Authors:  S Nakajima; H Atsumi; R Kikinis; T M Moriarty; D C Metcalf; F A Jolesz; P M Black
Journal:  Neurosurgery       Date:  1997-06       Impact factor: 4.654

8.  A brain-deformation framework based on a linear elastic model and evaluation using clinical data.

Authors:  Chenxi Zhang; Manning Wang; Zhijian Song
Journal:  IEEE Trans Biomed Eng       Date:  2010-08-30       Impact factor: 4.538

9.  Data assimilation using a gradient descent method for estimation of intraoperative brain deformation.

Authors:  Songbai Ji; Alex Hartov; David Roberts; Keith Paulsen
Journal:  Med Image Anal       Date:  2009-07-09       Impact factor: 8.545

10.  A surface registration method for quantification of intraoperative brain deformations in image-guided neurosurgery.

Authors:  Perrine Paul; Xavier Morandi; Pierre Jannin
Journal:  IEEE Trans Inf Technol Biomed       Date:  2009-06-19
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  10 in total

1.  In vivo modeling of interstitial pressure in a porcine model: approximation of poroelastic properties and effects of enhanced anatomical structure modeling.

Authors:  Saramati Narasimhan; Jared A Weis; Hernán F J González; Reid C Thompson; Michael I Miga
Journal:  J Med Imaging (Bellingham)       Date:  2018-12-06

2.  Evaluation of conoscopic holography for estimating tumor resection cavities in model-based image-guided neurosurgery.

Authors:  Amber L Simpson; Kay Sun; Thomas S Pheiffer; D Caleb Rucker; Allen K Sills; Reid C Thompson; Michael I Miga
Journal:  IEEE Trans Biomed Eng       Date:  2014-06       Impact factor: 4.538

3.  Persistent and automatic intraoperative 3D digitization of surfaces under dynamic magnifications of an operating microscope.

Authors:  Ankur N Kumar; Michael I Miga; Thomas S Pheiffer; Lola B Chambless; Reid C Thompson; Benoit M Dawant
Journal:  Med Image Anal       Date:  2014-08-07       Impact factor: 8.545

Review 4.  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

5.  Retrospective study comparing model-based deformation correction to intraoperative magnetic resonance imaging for image-guided neurosurgery.

Authors:  Ma Luo; Sarah F Frisken; Jared A Weis; Logan W Clements; Prashin Unadkat; Reid C Thompson; Alexandra J Golby; Michael I Miga
Journal:  J Med Imaging (Bellingham)       Date:  2017-09-13

6.  Segmenting the Brain Surface From CT Images With Artifacts Using Locally Oriented Appearance and Dictionary Learning.

Authors:  John A Onofrey; Lawrence H Staib; Xenophon Papademetris
Journal:  IEEE Trans Med Imaging       Date:  2018-08-30       Impact factor: 10.048

7.  Automatic tracking of intraoperative brain surface displacements in brain tumor surgery.

Authors:  Ankur N Kumar; Michael I Miga; Thomas S Pheiffer; Lola B Chambless; Reid C Thompson; Benoit M Dawant
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

8.  A Mechanics-Based Nonrigid Registration Method for Liver Surgery Using Sparse Intraoperative Data.

Authors:  D Caleb Rucker; Yifei Wu; Logan W Clements; Janet E Ondrake; Thomas S Pheiffer; Amber L Simpson; William R Jarnagin; Michael I Miga
Journal:  IEEE Trans Med Imaging       Date:  2013-09-20       Impact factor: 10.048

9.  Learning intervention-induced deformations for non-rigid MR-CT registration and electrode localization in epilepsy patients.

Authors:  John A Onofrey; Lawrence H Staib; Xenophon Papademetris
Journal:  Neuroimage Clin       Date:  2015-12-10       Impact factor: 4.881

10.  Development of Innovative Neurosurgical Operation Support Method Using Mixed-Reality Computer Graphics.

Authors:  Tsukasa Koike; Taichi Kin; Shota Tanaka; Yasuhiro Takeda; Hiroki Uchikawa; Taketo Shiode; Toki Saito; Hirokazu Takami; Shunsaku Takayanagi; Akitake Mukasa; Hiroshi Oyama; Nobuhito Saito
Journal:  World Neurosurg X       Date:  2021-03-13
  10 in total

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