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
Link To Document :
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