• DocumentCode
    2809246
  • Title

    Optimal illumination patterns for fluorescence tomography

  • Author

    Dutta, Joyita ; Ahn, Sangtae ; Joshi, Anand A. ; Leahy, Richard M.

  • Author_Institution
    Dept. of Electr. Eng.-Syst., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2009
  • fDate
    June 28 2009-July 1 2009
  • Firstpage
    1275
  • Lastpage
    1278
  • Abstract
    Fluorescence tomography has become increasingly popular for detecting molecular targets for imaging gene expression and other cellular processes in vivo in small animal studies. In this imaging modality, multiple sets of data are acquired by illuminating the animal surface with different excitation patterns, each of which produces a distinct spatial pattern of fluorescence. This work addresses one of the most intriguing, yet unsolved, problems of fluorescence tomography, which is to determine how to optimally illuminate the animal surface so as to maximize the information content in the acquired data. The key idea of this work is to parameterize the illumination pattern and to maximize the information content in the data by improving the conditioning of the Fisher information matrix. We formulate our problem as a constrained optimization problem. We compare the performance of different geometric illumination schemes with those generated by this optimization approach using the Digimouse atlas.
  • Keywords
    cellular biophysics; genetics; medical image processing; molecular biophysics; optical tomography; optimisation; Digimouse atlas; Fisher information matrix; animal surface illumination; cellular process; excitation patterns; fluorescence tomography; gene expression imaging; molecular targets; optimal illumination patterns; optimization problem; Animals; Biomedical optical imaging; Constraint optimization; Fluorescence; Light scattering; Lighting; Optical imaging; Optical scattering; Particle scattering; Tomography; Fluorescence tomography; molecular imaging; near-infrared; optimal illumination; spatial patterns;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2009. ISBI '09. IEEE International Symposium on
  • Conference_Location
    Boston, MA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-3931-7
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2009.5193295
  • Filename
    5193295