DocumentCode
2635573
Title
A level set method for building anatomical connectivity paths between brain areas using DTI
Author
Jbabdi, S. ; Bellec, P. ; Marrelec, G. ; Perlbarg, V. ; Benali, H.
Author_Institution
INSERM, France
fYear
2004
fDate
15-18 April 2004
Firstpage
1024
Abstract
In this paper, we present an approach for building paths representing the anatomical connections between some given regions of the brain. The method combines diffusion tensor imaging (DTI) and fast marching techniques, representing an anatomical connection as the shortest path for some global minimization criterion. Paths are generated by growing level sets, looking for saddle points and backpropagating. We show that this method leads to a more robust connection tracking that efficiently deals with fiber crossing. Results on simulations are shown as an illustration.
Keywords
biodiffusion; biomedical MRI; brain; minimisation; anatomical connectivity paths; brain; diffusion tensor imaging; fast marching techniques; fiber crossing; global minimization; level set method; Anisotropic magnetoresistance; Brain modeling; Covariance matrix; Diffusion tensor imaging; Image reconstruction; Joining processes; Level set; Minimization methods; Robustness; Tensile stress;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
Print_ISBN
0-7803-8388-5
Type
conf
DOI
10.1109/ISBI.2004.1398715
Filename
1398715
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