• DocumentCode
    617297
  • Title

    Biomechanically guided prone-to-supine image registration of breast MRI using an estimated reference state

  • Author

    Eiben, Bjorn ; Han, Lu ; Hipwell, J. ; Mertzanidou, T. ; Kabus, S. ; Buelow, T. ; Lorenz, Casimir ; Newstead, G.M. ; Abe, H. ; Keshtgar, M. ; Ourselin, Sebastien ; Hawkes, D.J.

  • Author_Institution
    Centre for Med. Image Comput., Univ. Coll. London, London, UK
  • fYear
    2013
  • fDate
    7-11 April 2013
  • Firstpage
    214
  • Lastpage
    217
  • Abstract
    The female breast undergoes large scale deformations, when the patient position is changed from the prone position where imaging is usually performed to the supine position, which is the standard surgical setting. To guide the surgical procedure, MRI data need to be aligned between these two positions. Image registration techniques which are purely intensity based usually fail, when prone and supine image data are to be aligned. To address this we use patient specific biomechanical models to provide an initial deformation of the breast prior to registration. In contrast to previous methods, we use these models to estimate the zero-gravity reference state for both the prone and supine configurations and perform the subsequent registration in this space. In this symmetric approach we incorporate non-linear material models and displacement boundary conditions on the chest wall which lead to clinically useful accuracy in the simulation and subsequent registration.
  • Keywords
    biomechanics; biomedical MRI; deformation; gynaecology; image registration; medical image processing; physiological models; surgery; MRI data; biomechanically guided prone-to-supine image registration; breast MRI; chest wall; displacement boundary condition; estimated reference state; female breast; image registration technique; initial deformation; large scale deformation; nonlinear material model; patient position; patient specific biomechanical model; prone image data; prone position; standard surgical setting; subsequent registration; supine image data; supine position; surgical procedure; symmetric approach; zero-gravity reference state; Biological system modeling; Biomechanics; Breast; Gravity; Image registration; Magnetic resonance imaging; Surgery; Biomechanical Modelling; Image Registration; Reference State; Soft Tissue Mechanics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4673-6456-0
  • Type

    conf

  • DOI
    10.1109/ISBI.2013.6556450
  • Filename
    6556450