Estimation of shear viscoelasticity via time-domain elastic full waveform inversion in ultrasound shear wave elastography

被引:0
作者
Mohammadi, Mohammad [1 ]
Naghdabadi, Reza [2 ]
Makkiabadi, Bahador [1 ,3 ]
机构
[1] Univ Tehran Med Sci, Fac Med, Dept Med Phys & Biomed Engn, Tehran, Iran
[2] Sharif Univ Technol, Dept Mech Engn, Tehran, Iran
[3] Univ Tehran Med Sci, Imam Khomeini Hosp Complex, Res Ctr Biomed Technol & Robot RCBTR, Tehran, Iran
关键词
ACOUSTIC RADIATION FORCE; PROPAGATION; PRINCIPLES; BIOMARKER; TISSUE;
D O I
10.1121/10.0036372
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The elastography inversion process typically assumes local homogeneity or ignores viscosity, which can lead to inaccuracies. This study presents a methodology for estimating viscous and elastic properties of a heterogenous media based on time-domain elastic full waveform inversion using the limited data available in conventional ultrasound shear wave elastography (SWE). The proposed method is based on the elastodynamic equation and minimizes a squared residual misfit function. To improve the optimization process, a total viscoelastic search space is considered and a quasi-Newton optimization is employed, where gradients are approximated using the adjoint state method. Additionally, Tikhonov regularization is incorporated to handle noisy and sparse displacement data. The proposed method was evaluated across various scenarios simulating real-world experimental conditions, accounting for noise levels and temporal sampling sparsity of displacement field. Using noisy displacement data from a single slice of three-dimensional volume, imitating the ultrasound SWE, resulted in 2.91% error for elasticity estimation and 23.97% error for viscosity estimation across the field of view. This framework enables the estimation of viscous and elastic properties of heterogeneous media and has shown promising results. Additionally, the optimization was improved, and noisy and sparse displacement data were effectively addressed. (C) 2025 Acoustical Society of America.
引用
收藏
页码:3158 / 3168
页数:11
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