DocumentCode
3061257
Title
An Adaptive Multigrid method for modeling photon transport through biological tissues in bioluminescence tomography
Author
Liu, Kai ; Tian, Jie ; Wang, Pu ; Liu, Dan ; Lv, Yujie ; Xu, Min ; Qin, Chenghu
Author_Institution
Medical Image Processing Group, Institute of Automation, Chinese Academy of Sciences, P. O. Box 2728, Beijing 100190, China
fYear
2008
fDate
20-25 Aug. 2008
Firstpage
462
Lastpage
465
Abstract
In this paper, we develop an Adaptive Multigrid method (AMGM) to model photon transport through biological tissues in bioluminescence tomography. In our method, the smoothing operation on fine levels and residual correction on coarse levels in V-Cycle offer fast convergence rate for this forward problem. Using a heterogeneous phantom, the methodology is validated by Monte Carlo simulations, and the computation speed is much higher than conventional smoothing iteration methods on a single grid. In actual biomedical imaging applications, especially when there are many sources in small animal body, AMGM is potential to accurately simulate the forward problem at very low computation cost.
Keywords
Biological system modeling; Biological tissues; Biology computing; Bioluminescence; Biomedical computing; Convergence; Imaging phantoms; Multigrid methods; Single photon emission computed tomography; Smoothing methods; Algorithms; Computer Simulation; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Light; Luminescent Measurements; Models, Biological; Photons; Reproducibility of Results; Scattering, Radiation; Sensitivity and Specificity; Tomography, Optical;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location
Vancouver, BC
ISSN
1557-170X
Print_ISBN
978-1-4244-1814-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2008.4649190
Filename
4649190
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