DocumentCode
954378
Title
Method to reduce blur distortion from EEG´s using a realistic head model
Author
Le, Jian ; Gevins, Alan
Author_Institution
EEG Syst. Lab., San Francisco, CA, USA
Volume
40
Issue
6
fYear
1993
fDate
6/1/1993 12:00:00 AM
Firstpage
517
Lastpage
528
Abstract
A mathematical procedure, called 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 EEGs recorded at the scalp using a finite-element model of each subject´s scalp, skull, and cortical surface constructed from their magnetic resonance images (MRIs). Simulations indicate that deblurring is numerically stable, and 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 greatly improves spatial detail and merits further development.
Keywords
brain models; electroencephalography; finite element analysis; medical signal processing; EEG blur distortion reduction method; direct cortical recording; finite-element model; mathematical procedure; neurosurgery patient; numerically stable method; scalp-recorded brain potentials; somatosensory evoked potential; spatial blur distortion; spatial detail improvement; superficial cerebral cortical surface; Brain modeling; Electroencephalography; Finite element methods; Magnetic heads; Magnetic recording; Magnetic resonance; Magnetic resonance imaging; Neurosurgery; Scalp; Skull; Adult; Brain Mapping; Computer Simulation; Electroencephalography; Epilepsy; Evoked Potentials, Somatosensory; Female; Humans; Image Processing, Computer-Assisted; Magnetic Resonance Imaging; Models, Anatomic; Reference Values; Skull;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.237671
Filename
237671
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