Literature DB >> 18838374

A new method to derive white matter conductivity from diffusion tensor MRI.

Kun Wang1, Shanan Zhu, Bryon A Mueller, Kelvin O Lim, Zhongming Liu, Bin He.   

Abstract

We propose a new algorithm to derive the anisotropic conductivity of the cerebral white matter (WM) from the diffusion tensor MRI (DT-MRI) data. The transportation processes for both water molecules and electrical charges are described through a common multicompartment model that consists of axons, glia, or the cerebrospinal fluid (CSF). The volume fraction (VF) of each compartment varies from voxel to voxel and is estimated from the measured diffusion tensor. The conductivity tensor at each voxel is then computed from the estimated VF values and the decomposed eigenvectors of the diffusion tensor. The proposed VF algorithm was applied to the DT-MRI data acquired from two healthy human subjects. The extracted anisotropic conductivity distribution was compared with those obtained by using two existing algorithms, which were based upon a linear conductivity-to-diffusivity relationship and a volume constraint, respectively. The present results suggest that the VF algorithm is capable of incorporating the partial volume effects of the CSF and the intravoxel fiber crossing structure, both of which are not addressed altogether by existing algorithms. Therefore, it holds potential to provide a more accurate estimate of the WM anisotropic conductivity, and may have important applications to neuroscience research or clinical applications in neurology and neurophysiology.

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Year:  2008        PMID: 18838374      PMCID: PMC2575121          DOI: 10.1109/TBME.2008.923159

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  23 in total

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Journal:  Radiology       Date:  2003-11-26       Impact factor: 11.105

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Authors:  Lawrence R Frank
Journal:  Magn Reson Med       Date:  2002-06       Impact factor: 4.668

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Authors:  David S Tuch; Timothy G Reese; Mette R Wiegell; Nikos Makris; John W Belliveau; Van J Wedeen
Journal:  Magn Reson Med       Date:  2002-10       Impact factor: 4.668

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Journal:  Radiology       Date:  1996-12       Impact factor: 11.105

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Journal:  Neuroimage       Date:  1999-01       Impact factor: 6.556

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Journal:  Magn Reson Med       Date:  1997-01       Impact factor: 4.668

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Journal:  Exp Neurol       Date:  1965-12       Impact factor: 5.330

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  6 in total

Review 1.  A review of anisotropic conductivity models of brain white matter based on diffusion tensor imaging.

Authors:  Zhanxiong Wu; Yang Liu; Ming Hong; Xiaohui Yu
Journal:  Med Biol Eng Comput       Date:  2018-06-01       Impact factor: 2.602

2.  Regional electric field induced by electroconvulsive therapy in a realistic finite element head model: influence of white matter anisotropic conductivity.

Authors:  Won Hee Lee; Zhi-De Deng; Tae-Seong Kim; Andrew F Laine; Sarah H Lisanby; Angel V Peterchev
Journal:  Neuroimage       Date:  2011-10-18       Impact factor: 6.556

Review 3.  Multimodal functional neuroimaging: integrating functional MRI and EEG/MEG.

Authors:  Bin He; Zhongming Liu
Journal:  IEEE Rev Biomed Eng       Date:  2008-11-05

4.  Influence of white matter anisotropic conductivity on EEG source localization: comparison to fMRI in human primary visual cortex.

Authors:  Won Hee Lee; Zhongming Liu; Bryon A Mueller; Kelvin Lim; Bin He
Journal:  Clin Neurophysiol       Date:  2009-10-14       Impact factor: 3.708

5.  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

6.  Variation in Reported Human Head Tissue Electrical Conductivity Values.

Authors:  Hannah McCann; Giampaolo Pisano; Leandro Beltrachini
Journal:  Brain Topogr       Date:  2019-05-03       Impact factor: 3.020

  6 in total

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