Title
Integration of fMRI and probabilistic tractography for cerebral network analysis
Abstract
We present a data acquisition and analysis methodology for generating anatomical connectivity matrices using fMRI and diffusion MRI tractography. We describe a protocol for distortion-free, high spatial resolution diffusion MRI suitable for probabilistic tractography in the presence of complex fibre architecture and distortion-free, geometrically-matched fMRI. We then demonstrate that probabilistic tractography may be initiated from a set of functionally-defined regions to generate a matrix representation of the anatomical substrate of functional networks
Year
DOI
Venue
2006
10.1109/ISBI.2006.1624927
Arlington, VA
Keywords
Field
DocType
biomedical MRI,brain,data acquisition,image matching,image resolution,medical image processing,anatomical connectivity matrices,cerebral network analysis,complex fibre architecture,data acquisition,diffusion MRI tractography,distortion-free geometrically-matched fMRI,distortion-free high spatial resolution diffusion MRI,fMRI,probabilistic tractography
Computer vision,Diffusion MRI,Pattern recognition,Medical imaging,Computer science,Functional networks,Artificial intelligence,Network analysis,Probabilistic logic,Tractography,Matrix representation,Anatomical connectivity
Conference
ISSN
ISBN
Citations 
1945-7928
0-7803-9576-X
0
PageRank 
References 
Authors
0.34
0
6