DocumentCode
3493942
Title
Improved global cardiac tractography with simulated annealing
Author
Frindel, Carole ; Robini, Marc ; Schaerer, Joël ; Croisille, Pierre ; Zhu, Yue-Min
Author_Institution
LRMN, Univ. Lyon, Villeurbanne, France
fYear
2009
fDate
7-10 Nov. 2009
Firstpage
813
Lastpage
816
Abstract
We propose a new fibre tracking algorithm for cardiac DT-MRI that parts with the locally ¿greedy¿ paradigm intrinsic to conventional tracking algorithms. We formulate the fibre tracking problem as the global problem of computing paths in a Boolean-weighted undirected graph. Each voxel is a vertex and edges connect every pair of neighboring voxels. We solve the underlying optimization task by Metropolis type annealing. The key features of our approach are: global optimality (unlike conventional tracking algorithms) and optimal balance between the density of fibres and the amount of available data. Besides, seed points are no longer needed; fibres are predicted in one shot for the whole DT-MRI volume without initialization artifacts.
Keywords
Boolean algebra; biomedical MRI; cardiology; graph theory; medical image processing; optical tracking; simulated annealing; Boolean-weighted undirected graph; Metropolis type annealing; cardiac DT-MRI; diffusion tensor magnetic resonance imaging; fibre density; fibre tracking; global cardiac tractography; global optimality; greedy paradigm; neighboring voxel; optimization task; simulated annealing; Bayesian methods; Cost function; Data acquisition; Diffusion tensor imaging; Heart; Humans; Neodymium; Protocols; Simulated annealing; Tensile stress; Graph modeling; diffusion tensor magnetic resonance imaging (DT-MRI); fibre tracking; human heart; tractography;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing (ICIP), 2009 16th IEEE International Conference on
Conference_Location
Cairo
ISSN
1522-4880
Print_ISBN
978-1-4244-5653-6
Electronic_ISBN
1522-4880
Type
conf
DOI
10.1109/ICIP.2009.5414407
Filename
5414407
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