Real-time solution of the finite element inverse problem of viscoelasticity

被引:21
|
作者
Eskandari, Hani [1 ]
Salcudean, Septimiu E. [1 ]
Rohling, Robert [1 ,2 ]
Bell, Ian [2 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V5Z 1M9, Canada
[2] Univ British Columbia, Dept Mech Engn, Vancouver, BC V5Z 1M9, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
SHEAR MODULUS RECONSTRUCTION; MR ELASTOGRAPHY; ELASTICITY; TISSUE; ALGORITHM;
D O I
10.1088/0266-5611/27/8/085002
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The linear dynamic finite element model can be formulated such that the elasticity and viscosity of the elements appear as the parameters in a linear system of equations. The resulting system of equations can be solved directly using singular value decomposition or a similar technique or through defining a quadratic functional. A priori knowledge and regularity measures can be added as equality or inequality constraints. The sensitivity of the inverse problem solution to the displacement noise and model imperfections are tested in simulations, where the parameters were successfully reconstructed with a displacement signal-to-noise ratio as low as 20 dB. Also, the viscoelastic parameters have been successfully estimated for a breast phantom with an embedded hard inclusion. The study of the computation speed demonstrates the potential of the new method for real-time implementations.
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页数:16
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