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Updated: Aug 28, 2025

Co-analysis of Brain Structure and Function using fMRI and Diffusion-weighted Imaging
Published on: November 8, 2012
Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional
Ashish Raj1, Parul Verma1, Srikantan Nagarajan1
1Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States.
Abstract:
We review recent advances in using mathematical models of the relationship between the brain structure and function that capture features of brain dynamics. We argue the need for models that can jointly capture temporal, spatial, and spectral features of brain functional activity. We present recent work on spectral graph theory based models that can accurately capture spectral as well as spatial patterns across multiple frequencies in MEG reconstructions.
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