An evaluation of dipole reconstruction accuracy with spherical and realistic head models in MEG. |
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Authors: | A Crouzeix B Yvert O Bertrand J Pernier |
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Institution: | Mental Processes and Brain Activation, INSERM U280, Lyons, France. crouzeix@lyon151.inserm.fr |
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Abstract: | MEG forward problem has been solved for about 2000 dipoles placed on the brain surface using a very fine 3-layer realistic model of the head and the boundary element method (BEM). For each dipole, spherical models, one-layer realistic BEM models and coarser 3-layer realistic BEM models, were used to reconstruct the dipole. It was found that the localization bias induced by using a spherical model of the head increased from 2.5 mm in the upper part of the head to 12 mm in the lower part, on average. It was also found that, for the same computing time, a 3-layer model of the head gave on average 2 mm better localization errors than a one-layer model of the head. Orientation errors of less than 20 degrees could only be retrieved with a 3-layer realistic model. Localization and orientation errors highly depended on the dipole position in the brain. |
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Keywords: | Magnetoencephalography Realistic head model Spherical head model Dipole localization Boundary element method Inverse problem |
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