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
Link To Document