• DocumentCode
    1924578
  • Title

    The use of generalized moments for data reduction in maximum likelihood positioning for gamma cameras

  • Author

    Therrien, M. ; Pouliot, N. ; Gagnon, D.

  • Author_Institution
    Dept. of Biomed. Eng., Montreal Heart Inst., Que., Canada
  • fYear
    1992
  • fDate
    25-31 Oct 1992
  • Firstpage
    1108
  • Abstract
    The ML-GM (maximum-likelihood generalized-moment) method is shown to be worthwhile as a positioning technique, as there is a bijection between the space of the moments and the scintillation coordinates space. It allows efficient computation to be done, as the required dimensionality of the problem is kept at the minimum number required to take into account the 3-D nature of the scintillation process. Moreover, the generalized moments are more stable than individual photomultiplier-tube response. The computation can be made even faster by use of a precomputed look-up table of the GM vs. the coordinate (X, Y, Z, thus sparing the need to compute the moments online. The depth-of-interaction estimate makes the energy evaluation better than in Anger positioning. Any corrections required by the nonhomogeneous nature of the crystal do not interfere with the positioning method, but are done painlessly as an after-positioning computation
  • Keywords
    gamma-ray detection and measurement; maximum likelihood estimation; radioisotope scanning and imaging; after-positioning computation; bijection; crystal; data reduction; depth-of-interaction estimate; energy evaluation; gamma cameras; generalized moments; individual photomultiplier-tube response; maximum likelihood generalized moment method; maximum likelihood positioning; nonhomogeneous nature; positioning technique; scintillation coordinates space; three dimensional nature; Biomedical engineering; Cameras; Equations; Heart; Maximum likelihood estimation; Photomultipliers; Probability distribution; Radiology; Stability; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium and Medical Imaging Conference, 1992., Conference Record of the 1992 IEEE
  • Conference_Location
    Orlando, FL
  • Print_ISBN
    0-7803-0884-0
  • Type

    conf

  • DOI
    10.1109/NSSMIC.1992.301066
  • Filename
    301066