• DocumentCode
    2515214
  • Title

    Suppression of metal streak artifacts in CT using a MAP reconstruction procedure

  • Author

    Lemmens, Catherine ; Faul, David ; Hamill, James ; Stroobants, Sigrid ; Nuyts, Johan

  • Author_Institution
    Dept. of Nucl. Medicine, K.U. Leuven
  • Volume
    6
  • fYear
    2006
  • fDate
    Oct. 29 2006-Nov. 1 2006
  • Firstpage
    3431
  • Lastpage
    3437
  • Abstract
    Metal implants such as hip prostheses and dental fillings produce streak artifacts in the reconstructed CT images. Due to these streaks, the CT image may not be diagnostically usable. Therefore we propose a reconstruction procedure that diminishes the streak artifacts and that may improve the diagnostic value of the CT. The procedure starts with a MAP reconstruction using an iterative reconstruction algorithm and a multi-modal prior. This produces a streak-free starting image. This starting image will be the basis for a projection completion MAR procedure. The patient results are very promising but further investigation and validation is needed.
  • Keywords
    computerised tomography; image reconstruction; maximum likelihood estimation; medical image processing; metals; CT image reconstruction; MAP reconstruction procedure; computerised tomography; dental fillings; hip prostheses; iterative reconstruction algorithm; metal implants; metal streak artifact suppression; Attenuation; Biomedical imaging; Computed tomography; Image converters; Image reconstruction; Iterative algorithms; Medical diagnostic imaging; Nuclear and plasma sciences; Positron emission tomography; Reconstruction algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Nuclear Science Symposium Conference Record, 2006. IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1095-7863
  • Print_ISBN
    1-4244-0560-2
  • Electronic_ISBN
    1095-7863
  • Type

    conf

  • DOI
    10.1109/NSSMIC.2006.353739
  • Filename
    4179781