• 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