Nonlinear Inversion of Ultrasonic Dispersion Curves for Cortical Bone Thickness and Elastic Velocities

被引:20
|
作者
Tran, Tho N. H. T. [1 ]
Sacchi, Mauricio D. [2 ]
Ta, Dean [1 ,3 ,4 ]
Vu-Hieu Nguyen [5 ]
Lou, Edmond [1 ,6 ]
Le, Lawrence H. [1 ,2 ,3 ]
机构
[1] Univ Alberta, Dept Radiol & Diagnost Imaging, Edmonton, AB T6G 2B7, Canada
[2] Univ Alberta, Dept Phys, Edmonton, AB T6G 2E1, Canada
[3] Fudan Univ, State Key Lab ASIC & Syst, Shanghai, Peoples R China
[4] Fudan Univ, Dept Elect Engn, Shanghai, Peoples R China
[5] Univ Paris Est, CNRS, UMR 8208, Lab Modelisat & Simulat Multi Echelle, Creteil, France
[6] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2W3, Canada
基金
中国国家自然科学基金; 加拿大自然科学与工程研究理事会;
关键词
Ultrasonic guided waves; Cortical bone; Axial transmission technique; Nonlinear inversion; Grid search; GUIDED-WAVES; PLATE; PROPAGATION; PHANTOM;
D O I
10.1007/s10439-019-02310-4
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this study, a nonlinear grid-search inversion has been developed to estimate the thickness and elastic velocities of long cortical bones, which are important determinants of bone strength, from axially-transmitted ultrasonic data. The inversion scheme is formulated in the dispersive frequency-phase velocity domain to recover bone properties. The method uses ultrasonic guided waves to retrieve overlying soft tissue thickness, cortical thickness, compressional, and shear-wave velocities of the cortex. The inversion strategy requires systematic examination of a large set of trial dispersion-curve solutions within a pre-defined model space to match the data with minimum cost in a least-squares sense. The theoretical dispersion curves required to solve the inverse problem are computed for bilayered bone models using a semi-analytical finite-element method. The feasibility of the proposed approach was demonstrated by the numerically simulated data for a 1 mm soft tissue-5 mm bone bilayer and ex-vivo data from a bovine femur plate with an overlying 2 mm-thick soft-tissue mimic. The bootstrap method was employed to evaluate the inversion uncertainty and stability. Our results have shown that the cortical thickness and wave speeds could be recovered with fair accuracy.
引用
收藏
页码:2178 / 2187
页数:10
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