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Effects of spatial smoothing on inter-subject correlation based analysis of FMRI
Authors:Juha Pajula  Jussi Tohka
Institution:Department of Signal Processing, Tampere University of Technology, Tampere, Finland
Abstract:This study evaluates the effects of spatial smoothing on inter-subject correlation (ISC) analysis for FMRI data using the traditional model based analysis as a reference. So far within ISC analysis the effects of smoothing have not been studied systematically and linear Gaussian filters with varying kernel widths have been used without better knowledge about the effects of filtering. Instead, with the traditional general linear model (GLM) based analysis, the effects of smoothing have been studied extensively.
Keywords:General linear model  Gaussian filter  FWHM  Filtering  Functional magnetic resonance imaging  Block-design
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