• DocumentCode
    471787
  • Title

    Dynamic breast MRI: Image registration and its impact on enhancement curve estimation

  • Author

    Hill, Andrew ; Mehnert, Andrew ; Crozier, Stuart ; Leung, Carlos ; Wilson, Stephen ; McMahon, Kerry ; Kennedy, Dominic

  • Author_Institution
    Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Brisbane, Qld.
  • fYear
    2006
  • fDate
    Aug. 30 2006-Sept. 3 2006
  • Firstpage
    3049
  • Lastpage
    3052
  • Abstract
    A novel algorithm for performing registration of dynamic contrast-enhanced (DCE) MRI data of the breast is presented. It is based on an algorithm known as iterated dynamic programming originally devised to solve the stereo matching problem. Using artificially distorted DCE-MRI breast images it is shown that the proposed algorithm is able to correct for movement and distortions over a larger range than is likely to occur during routine clinical examination. In addition, using a clinical DCE-MRI data set with an expertly labeled suspicious region, it is shown that the proposed algorithm significantly reduces the variability of the enhancement curves at the pixel level yielding more pronounced uptake and washout phases
  • Keywords
    biomedical MRI; dynamic programming; image enhancement; image registration; iterative methods; mammography; medical image processing; artificially distorted breast images; distortion correction; dynamic breast MRI; enhancement curve estimation; image registration; iterated dynamic programming; movement correction; stereo matching problem; Australia; Breast; Cancer; Dynamic programming; Image registration; Lesions; Magnetic resonance imaging; Mammography; Nonlinear distortion; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
  • Conference_Location
    New York, NY
  • ISSN
    1557-170X
  • Print_ISBN
    1-4244-0032-5
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2006.259958
  • Filename
    4462440