Title :
Influence of anisotropic conductivity on EEG source reconstruction: investigations in a rabbit model
Author :
Gullmar, D. ; Haueisen, Jens ; Eiselt, M. ; Giessler, F. ; Flemming, L. ; Anwander, A. ; Knosche, T.R. ; Wolters, C.H. ; Dumpelmann, M. ; Tuch, D.S. ; Reichenbach, J.R.
Author_Institution :
Dept. of Neurology, Biomagnetic Center, Jena
Abstract :
The aim of our work was to quantify the influence of white matter anisotropic conductivity information on electroencephalography (EEG) source reconstruction. We performed this quantification in a rabbit head using both simulations and source localization based on invasive measurements. In vivo anisotropic (tensorial) conductivity information was obtained from magnetic resonance diffusion tensor imaging and included into a high-resolution finite-element model. When neglecting anisotropy in the simulations, we found a shift in source location of up to 1.3 mm with a mean value of 0.3 mm. The averaged orientational deviation was 10 degree and the mean magnitude error of the dipole was 29%. Source localization of the first cortical components after median and tibial nerve stimulation resulted in anatomically verified dipole positions with no significant anisotropy effect. Our results indicate that the expected average source localization error due to anisotropic white matter conductivity is within the principal accuracy limits of current inverse procedures. However, larger localization errors might occur in certain cases. In contrast, dipole orientation and dipole strength are influenced significantly by the anisotropy. We conclude that the inclusion of tissue anisotropy information improves source estimation procedures
Keywords :
bioelectric phenomena; biological tissues; biomedical MRI; electroencephalography; finite element analysis; medical signal processing; signal reconstruction; EEG source reconstruction; anisotropic conductivity; cortical components; dipole orientation; dipole strength; electroencephalography; high-resolution finite element model; magnetic resonance diffusion tensor imaging; median nerve stimulation; rabbit model; source estimation; source localization error; tibial nerve stimulation; tissue anisotropy; white matter anisotropic conductivity; Anisotropic magnetoresistance; Brain modeling; Conductivity; Electroencephalography; Image reconstruction; In vivo; Magnetic heads; Magnetic resonance; Performance evaluation; Rabbits; Animal model; DTI; EEG; FEM; anisotropic conductivity; source localization; Algorithms; Animals; Anisotropy; Artifacts; Brain; Brain Mapping; Computer Simulation; Diagnosis, Computer-Assisted; Electric Conductivity; Electroencephalography; Evoked Potentials; Models, Neurological; Rabbits;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2006.876641