Tissue elasticity reconstruction using linear perturbation method

被引:263
作者
Kallel, F [1 ]
Bertrand, M [1 ]
机构
[1] INST CARDIOL MONTREAL,MONTREAL,PQ H1T 1C8,CANADA
关键词
D O I
10.1109/42.500139
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
A new method to reconstruct the elastic modulus of soft tissue subjected to an external static compression is presented, In this approach the Newton-Raphson method is used to vary a finite element (FE) model of the elasticity equations to fit, in a least squared sense, a set of axial tissue displacement fields estimated using a correlation technique applied to ultrasound signals. The ill-conditioning of the Hessian matrix is eliminated using the Tikhonov regularization technique. This regularization provides a compromise between fidelity to the observed data and a priori information of the solution, Using an echographic image formation model, it is shown that the method converges within a few iterations (8-10) and that strain images artifacts which are common in elastography are significantly reduced after the resolution of the inverse problem.
引用
收藏
页码:299 / 313
页数:15
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