• DocumentCode
    2633591
  • Title

    Reduction of physiological interference in optical functional neuroimaging using eigenvector-based spatial filtering

  • Author

    Brooks, Dana H. ; Zhang, Yiheng ; Franceschini, Maria Angela ; Boas, David A.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Northeastern Univ., Boston, MA, USA
  • fYear
    2004
  • fDate
    15-18 April 2004
  • Firstpage
    672
  • Abstract
    Diffuse optical imaging is an effective technique for noninvasive functional brain imaging. However these measurements also respond to systemic hemodynamic fluctuations which may obscure or overwhelm the desired stimulus-evoked response. In this paper, we use the spatial behavior of measured baseline signals to identify interference subspaces and project out components of the data which lie in this subspace. We assume that systemic components will be more global spatially, with higher energy than the signals of interest. Through this spatial filtering, we can obtain a more localized response, and improved correlation coefficient (CC) maps. We report tests in data from 2 human subjects.
  • Keywords
    biomedical optical imaging; brain; eigenvalues and eigenfunctions; haemodynamics; medical image processing; neurophysiology; spatial filters; correlation coefficient maps; diffuse optical imaging; eigenvector-based spatial filtering; noninvasive functional brain imaging; optical functional neuroimaging; physiological interference reduction; stimulus-evoked response; systemic hemodynamic fluctuations; Brain; Filtering; Fluctuations; Hemodynamics; Interference; Neuroimaging; Optical filters; Optical imaging; Signal processing; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
  • Print_ISBN
    0-7803-8388-5
  • Type

    conf

  • DOI
    10.1109/ISBI.2004.1398627
  • Filename
    1398627