• 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