DocumentCode :
986278
Title :
Extracting Brain Connectivity from Diffusion MRI [Life Sciences]
Author :
Westin, Carl-fredrik
Volume :
24
Issue :
6
fYear :
2007
Firstpage :
124
Lastpage :
152
Abstract :
This article gives a short introduction to dMRI tractography methods. Diffusion magnetic resonance imaging (dMRI) is an MRI modality that has gained tremendous popularity the past five years and is especially promising for imaging the white matter in brain. The dMRI technique has raised hopes in the neuroscience community for a better understanding of the fiber tract anatomy of the human brain. Various methods have been proposed to visualize the anatomy of fiber pathways and to derive connectivity between different parts of the brain in vivo. While there are strong indications that dMRI reveals information about the fiber pathways in the brain, it is important to stress that the explicit measurements are of water diffusion, and not of the axons themselves. This technique allows us to use fibers from multiple brains as input, and thereby obtain a simultaneous clustering and matching of the bundles in all brains.
Keywords :
biodiffusion; biomedical MRI; brain; feature extraction; image matching; medical image processing; pattern clustering; water; brain connectivity extraction; diffusion MRI tractography methods; diffusion magnetic resonance imaging; fiber pathways; fiber tract anatomy; human brain; pattern clustering; pattern matching; water diffusion; white matter; Anisotropic magnetoresistance; Cables; Central nervous system; Diffusion tensor imaging; Humans; In vivo; Magnetic resonance imaging; Signal processing; Tensile stress; Visualization;
fLanguage :
English
Journal_Title :
Signal Processing Magazine, IEEE
Publisher :
ieee
ISSN :
1053-5888
Type :
jour
DOI :
10.1109/MSP.2007.906454
Filename :
4387946
Link To Document :
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