BIOMECHANICALLY GUIDED PRONE-TO-SUPINE IMAGE REGISTRATION OF BREAST MRI USING AN ESTIMATED REFERENCE STATE

被引:0
作者
Eiben, B. [1 ]
Han, L. [1 ]
Hipwell, J. [1 ]
Mertzanidou, T. [1 ]
Kabus, S. [2 ]
Buelow, T. [2 ]
Lorenz, C. [2 ]
Newstead, G. M. [3 ]
Abe, H. [3 ]
Keshtgar, M. [4 ]
Ourselin, S. [1 ]
Hawkes, D. J. [1 ]
机构
[1] UCL, Ctr Med Image Comp, London WC1E 6BT, England
[2] Philips Res Lab Hamburg, Hamburg, Germany
[3] Univ Chicago, Dept Radiol, Chicago, IL 60637 USA
[4] UCL, Dept Surg, London, England
来源
2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI) | 2013年
基金
英国工程与自然科学研究理事会;
关键词
Image Registration; Biomechanical Modelling; Reference State; Soft Tissue Mechanics; GRAPHICS PROCESSING UNITS; DEFORMATION; SURGERY;
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:214 / 217
页数:4
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