Title :
Quantification of the relationship between magnetoencephalographic (MEG) and blood oxygenation dependent (BOLD) images of brain function
Author :
Barnes, G.R. ; Singh, K.D. ; Fawcett, I. ; Hadjipapas, A. ; Hillebrand, A.
Author_Institution :
Neurosciences Res. Inst., Aston Univ., Birmingham, UK
fDate :
28 Sept.-1 Oct. 2003
Abstract :
Magnetoencephalography (MEG) is the measurement of the magnetic fields generated outside the head by the brain´s electrical activity. The technique offers the promise of high temporal and spatial resolution. There is however an ambiguity in the inversion process of estimating what goes on inside the head from what is measured outside. Other techniques, such as functional magnetic resonance imaging (fMRI) have no such inversion problems yet suffer from poorer temporal resolution. In this study we examined metrics of mutual information and linear correlation between volumetric images from the two modalities. Measures of mutual information reveal a significant, non-linear, relationship between MEG and fMRI datasets across a number of frequency bands.
Keywords :
biomedical MRI; magnetic field measurement; magnetoencephalography; medical image processing; MEG; blood oxygenation dependent images; brain function; brains electrical activity; functional magnetic resonance imaging; inversion process; linear correlation; magnetic fields measurement; magnetoencephalographic; mutual information; spatial resolution; temporal resolution; volumetric images; Blood; Electric variables measurement; Frequency measurement; Image resolution; Magnetic field measurement; Magnetic heads; Magnetic resonance imaging; Magnetoencephalography; Mutual information; Spatial resolution;
Conference_Titel :
Statistical Signal Processing, 2003 IEEE Workshop on
Print_ISBN :
0-7803-7997-7
DOI :
10.1109/SSP.2003.1289401