• DocumentCode
    2520493
  • Title

    Resolution properties in regularized dynamic MRI reconstruction

  • Author

    Khalsa, Kimberly A. ; Fessler, Jeffrey A.

  • Author_Institution
    Dept. of BME, Michigan Univ., MI
  • fYear
    2007
  • fDate
    12-15 April 2007
  • Firstpage
    456
  • Lastpage
    459
  • Abstract
    In dynamic MRI, one is constantly addressing the tradeoff between spatial and temporal resolution. Regularized reconstruction methods may offer benefits in terms of this tradeoff. However, selection of the regularization parameters is challenging. In this work we examine the spatial and temporal resolution of penalized-likelihood image reconstruction for dynamic MRI, and present an accelerated method for computing the local impulse response. This method may prove advantageous for regularization parameter selection.
  • Keywords
    biomedical MRI; image reconstruction; image resolution; medical image processing; dynamic MRI reconstruction; local impulse response; penalized-likelihood image reconstruction; regularization parameters; Acceleration; Cost function; Image analysis; Image reconstruction; Image resolution; Interpolation; Magnetic resonance imaging; Positron emission tomography; Reconstruction algorithms; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2007. ISBI 2007. 4th IEEE International Symposium on
  • Conference_Location
    Arlington, VA
  • Print_ISBN
    1-4244-0671-4
  • Electronic_ISBN
    1-4244-0672-2
  • Type

    conf

  • DOI
    10.1109/ISBI.2007.356887
  • Filename
    4193321