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Exploration of connectivity with SEM: An fMRI study of resting state
Authors:Fayyaz Ahmad  Iftikhar Ahmad  Zaibun Nisa  Shahid Mahmood Ramay
Affiliation:1. Department of Statistics, University of Gujrat (UOG), Pakistan;2. Department of Mathematics, University of Gujrat (UOG), Pakistan;3. Department of Physics and Astronomy, College of Science, King Saud University Riyadh, Saudi Arabia
Abstract:In this era, the neuroscientists get attention to find a network of brain which is activated in resting state of mind. It is challenging for any analytical technique to find out the connectivity among Brodmann areas of brain in resting state. To find network, a study was conducted in which brains are scan by functional magnetic resonance imaging of four healthy right handed individuals. Exploratory factor analysis was used to explore that which Brodmann areas are related to each other and then structural equation model has applied on explored factors (lobes) to find a network of activated brain in resting state. © 2016 Wiley Periodicals, Inc. Int J Imaging Syst Technol, 26, 264–269, 2016
Keywords:functional magnetic resonance imaging  exploratory factor analysis  SEM  statistical parametric mapping  SPSS Amos
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