• DocumentCode
    2635995
  • Title

    Direct reconstruction of kinetic parameter images in fluorescence optical diffusion tomography

  • Author

    Milstein, Adam B. ; Oh, Seungseok ; Webb, Kevin J. ; Bouman, Charles A.

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
  • fYear
    2004
  • fDate
    15-18 April 2004
  • Firstpage
    1107
  • Abstract
    We present a technique for reconstructing the spatially dependent dynamics of a fluorescent contrast agent in turbid media. The dynamic behavior is described by linear and nonlinear parameters of a compartmental model. The method extends our previous work in fluorescence optical diffusion tomography by parametrically reconstructing the time dependent fluorescent yield. The reconstruction uses a Bayesian framework and an efficient, nonlinear, single-site update scheme closely related to Gauss-Seidel methods, which we call parametric ICD or PICD. We demonstrate the method with a simulation study, and show that it can distinguish between objects with different uptake rates with high contrast.
  • Keywords
    biodiffusion; biological tissues; biomedical optical imaging; drugs; fluorescence; image reconstruction; iterative methods; medical image processing; optical tomography; parameter estimation; Bayesian framework; biological tissues; dynamic behavior; fluorescence optical diffusion tomography; fluorescent contrast agent; kinetic parameter image reconstruction; linear parameter; nonlinear parameters; parametric iterative coordinate descent method; spatial dependent dynamics; time dependent fluorescent yield; turbid media; Bayesian methods; Fluorescence; Image reconstruction; Kinetic theory; Light scattering; Nonlinear optics; Optical scattering; Stimulated emission; Tomography; Wavelength measurement;
  • 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.2004.1398736
  • Filename
    1398736