Literature DB >> 28479960

Evaluation of Numerical Techniques for Solving the Current Injection Problem in Biological Tissues.

Damon E Hyde1, Moritz Dannhauer2,3, Simon K Warfield1, Rob MacLeod2,3, Dana H Brooks3,4.   

Abstract

Accurate computational modeling of electric fields in the human head has become important in clinical research to study or influence brain functionality. While existing numerical approaches have been evaluated against simple geometries with known closed form solutions, the relationship between these approaches in more complex geometries has not been studied. Here, we compare the three most commonly used approaches for bioelectric modeling: the finite element method (FEM), the finite difference method (FDM), and the boundary element method (BEM). Using both isotropic and anisotropic conductivity distributions, we construct and compare bioelectric models for a realistic head geometry. Our results suggest that both FEM and FDM are capable of accurately model voltages in the brain, while computations from BEM result in significantly larger errors, due to the increased simplicity and implicit model assumptions.

Entities:  

Keywords:  BEM; EEG; FDM; FEM; TDCS; Transcranial low-current stimulation; head model; source localization

Year:  2016        PMID: 28479960      PMCID: PMC5417549          DOI: 10.1109/ISBI.2016.7493405

Source DB:  PubMed          Journal:  Proc IEEE Int Symp Biomed Imaging        ISSN: 1945-7928


  18 in total

1.  Conductivity tensor mapping of the human brain using diffusion tensor MRI.

Authors:  D S Tuch; V J Wedeen; A M Dale; J S George; J W Belliveau
Journal:  Proc Natl Acad Sci U S A       Date:  2001-09-25       Impact factor: 11.205

2.  Modeling of the human skull in EEG source analysis.

Authors:  Moritz Dannhauer; Benjamin Lanfer; Carsten H Wolters; Thomas R Knösche
Journal:  Hum Brain Mapp       Date:  2010-08-05       Impact factor: 5.038

3.  A finite difference method for solving the three-dimensional EEG forward problem.

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Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2005

Review 4.  Transcranial direct current stimulation: State of the art 2008.

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Journal:  Brain Stimul       Date:  2008-07-01       Impact factor: 8.955

5.  Automatic segmentation of newborn brain MRI.

Authors:  Neil I Weisenfeld; Simon K Warfield
Journal:  Neuroimage       Date:  2009-05-03       Impact factor: 6.556

6.  EEG source analysis of epileptiform activity using a 1 mm anisotropic hexahedra finite element head model.

Authors:  M Rullmann; A Anwander; M Dannhauer; S K Warfield; F H Duffy; C H Wolters
Journal:  Neuroimage       Date:  2008-09-24       Impact factor: 6.556

Review 7.  Treatment of depression with transcranial direct current stimulation (tDCS): a review.

Authors:  Michael A Nitsche; Paulo S Boggio; Felipe Fregni; Alvaro Pascual-Leone
Journal:  Exp Neurol       Date:  2009-04-05       Impact factor: 5.330

Review 8.  Review on solving the forward problem in EEG source analysis.

Authors:  Hans Hallez; Bart Vanrumste; Roberta Grech; Joseph Muscat; Wim De Clercq; Anneleen Vergult; Yves D'Asseler; Kenneth P Camilleri; Simon G Fabri; Sabine Van Huffel; Ignace Lemahieu
Journal:  J Neuroeng Rehabil       Date:  2007-11-30       Impact factor: 4.262

9.  Forward field computation with OpenMEEG.

Authors:  Alexandre Gramfort; Théodore Papadopoulo; Emmanuel Olivi; Maureen Clerc
Journal:  Comput Intell Neurosci       Date:  2011-03-14

10.  Brainstorm: a user-friendly application for MEG/EEG analysis.

Authors:  François Tadel; Sylvain Baillet; John C Mosher; Dimitrios Pantazis; Richard M Leahy
Journal:  Comput Intell Neurosci       Date:  2011-04-13
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Journal:  PLoS One       Date:  2021-01-13       Impact factor: 3.240

2.  Benchmarking transcranial electrical stimulation finite element models: a comparison study.

Authors:  Aprinda Indahlastari; Munish Chauhan; Rosalind J Sadleir
Journal:  J Neural Eng       Date:  2019-01-03       Impact factor: 5.379

3.  Lesion-Constrained Electrical Source Imaging: A Novel Approach in Epilepsy Surgery for Tuberous Sclerosis Complex.

Authors:  Jurriaan M Peters; Damon E Hyde; Catherine J Chu; Merel Boom; Benoit Scherrer; Joseph R Madsen; Scellig S Stone; Hakim Ouaalam; Sanjay P Prabhu; Mustafa Sahin; Simon K Warfield
Journal:  J Clin Neurophysiol       Date:  2020-01       Impact factor: 2.590

  3 in total

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