8C-5 Full 3D Inversion of the Viscoelasticity Wave Propagation Problem for 3D Ultrasound Elastography in Breast Cancer Diagnosis

M. Muller, J. Gennisson, T. Deffieux, R. Sinkus, P. Annic, G. Montaldo, M. Tanter, M. Fink
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引用次数: 6

Abstract

An experimental 3D ultrasound elastography setup has been designed for breast cancer diagnosis improvement. 3D elastography assessment is generally based on the combination of adjacent 2D elasticity maps, obtained through simple 2D inverse problem resolution. Meanwhile, 3D sonoelastography is based on simple inversion approaches to the viscoelasticity problem. The system presented here is based on the resolution of a full 3D inverse problem, from the complete ultrasound-based measurement of the three components of the 3D displacement field. The 3D information considerably improves the accuracy and reliability of the quantitative measurements and circumvents the operator-dependent aspects of 2D echography diagnosis. The combination of 3D echography and elastography could be a very promising tool for in vivo breast cancer diagnosis. The X-ray system of a commercial mammographic bed was replaced by an ultrasound device. Shear waves were generated using a low frequency vibrator. Resulting displacements in tissues were imaged using an echographic probe moving stepwise around the breast. Advanced techniques such as compounding echographic probe sub-apertures and 2D vector Doppler algorithms were used to assess the three components of the displacement. Shear elasticity, viscosity and anisotropy were quantified using a 3D elastic properties reconstruction algorithm. A 3D finite difference simulation algorithm based on the viscoelastic propagation equation was used to model the 3D forward problem, and validate the inverse reconstruction algorithm. Simulated displacements in a numerical phantom were used as inputs for the inverse problem resolution, allowing the reconstruction of elastic properties similar to that of the numerical phantom. Similarly to MR-elastography, the inverse problem was solved in the Fourier domain. However, overcoming the data acquisition limitations of MR-elastography, the ultrasound-based approach enables the implementation of frequency compound methods based on averaging the data at different shear frequencies, increasing the measurement accuracy. In the present study, the experimental setup was optimized using numerical simulations and validated in vitro. In vitro experiments were conducted on a calibrated phantom exhibiting harder inclusions. Its 3D elastic properties were reconstructed and found consistent with that given by the manufacturer. This study allowed the numerical and experimental validation of the complete 3D elastography protocol.
三维超声弹性成像在乳腺癌诊断中的粘弹性波传播问题全三维反演
设计了一种用于乳腺癌诊断的实验性三维超声弹性成像装置。三维弹性图评价一般是基于相邻二维弹性图的组合,通过简单的二维反问题求解得到。同时,三维超声弹性成像是基于简单的黏弹性问题反演方法。本文提出的系统是基于一个全三维反问题的解决,从完整的基于超声的三维位移场的三个分量的测量。3D信息大大提高了定量测量的准确性和可靠性,并规避了2D超声诊断依赖于操作员的方面。三维超声和弹性成像相结合是一种非常有前途的乳腺癌体内诊断工具。商用乳房x射线照相床的x射线系统被超声设备所取代。用低频振动器产生横波。使用超声探头在乳房周围逐步移动,对组织中产生的位移进行成像。采用复合超声探头子孔径和二维矢量多普勒算法等先进技术来评估位移的三个分量。采用三维弹性特性重建算法对剪切弹性、粘度和各向异性进行量化。采用基于粘弹性传播方程的三维有限差分仿真算法对三维正演问题进行了建模,并验证了逆重构算法。数值模拟的位移被用作反问题解决的输入,允许重建类似于数值模拟的弹性特性。与mr弹性成像类似,反问题在傅里叶域中求解。然而,克服了核磁共振弹性成像数据采集的局限性,基于超声的方法可以实现基于不同剪切频率下数据平均的频率复合方法,提高了测量精度。在本研究中,通过数值模拟优化了实验设置,并在体外进行了验证。体外实验是在具有较硬内含物的校准模体上进行的。对其三维弹性性能进行了重建,发现与制造商给出的结果一致。该研究允许完整的三维弹性成像方案的数值和实验验证。
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