Method to reduce blur distortion from EEG's using a realistic head model
- 1 June 1993
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Biomedical Engineering
- Vol. 40 (6) , 517-528
- https://doi.org/10.1109/10.237671
Abstract
A mathematical procedure, which we call "Deblurring," was developed to reduce spatial blur distortion of scalp-recorded brain potentials due to transmission through the skull and other tissues. Deblurring estimates potentials at the superficial cerebral cortical surface from EEG's recorded at the scalp using a finite element model of each subject's scalp, skull and cortical surface constructed from their magnetic resonance images (MRI's). Simulations indicate that Deblurring is numerically stable, while a comparison of deblurred data with a direct cortical recording from a neurosurgery patient suggests that the procedure is valid. Application of Deblurring to somatosensory evoked potential data recorded at 124 scalp sites suggests that the method produces a dramatic improvement in spatial detail, and merits further development.Keywords
This publication has 24 references indexed in Scilit:
- Seeing through the skull: Advanced EEGs use MRIs to accurately measure cortical activity from the scalpBrain Topography, 1991
- The finite element method for a realistic head model of electrical brain activities: preliminary resultsClinical Physics and Physiological Measurement, 1991
- Beyond topographic mapping: Towards functional-anatomical imaging with 124-channel EEGs and 3-D MRIsBrain Topography, 1990
- A Highly Accurate Method of Localizing Regions of Neuronal Activation in the Human Brain with Positron Emission TomographyJournal of Cerebral Blood Flow & Metabolism, 1989
- Estimation of large scale neocortical source activity with EEG surface LaplaciansBrain Topography, 1989
- Dynamic functional topography of cognitive tasksBrain Topography, 1989
- Analysis of Normal and Abnormal Auditory and Visual Evoked Responses Using the Dipole Localization Method and a New Imaging TechniqueJournal Of Clinical Neurophysiology, 1988
- Finite element analysis of current pathways with implanted electrodesJournal of Biomedical Engineering, 1983
- Convolution computer processing of the brain electrical image transmissionInternational Journal of Bio-Medical Computing, 1976
- Ueber einige Gesetze der Vertheilung elektrischer Ströme in körperlichen Leitern mit Anwendung auf die thierisch‐elektrischen VersucheAnnalen der Physik, 1853