Large-Domain, Low-Contrast Acoustic Inverse Scattering for Ultrasound Breast Imaging

被引:28
作者
Haynes, Mark [1 ,2 ]
Moghaddam, Mahta [1 ,2 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Appl Phys Program, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Radiat Lab, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
Acoustic inverse-scattering; Born iterations; breast imaging; covariance-based cost function; Neumann series; DIELECTRIC-PROPERTIES; LARGE-SCALE; DIFFRACTION TOMOGRAPHY; MICROWAVE; TISSUE; DENSITY; CANCER; RECONSTRUCTION; PROPAGATION; ALGORITHM;
D O I
10.1109/TBME.2010.2059023
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We present a full-wave acoustic inverse-scattering algorithm designed specifically for ultrasonic breast imaging. At ultrasonic frequencies, the image domain is roughly tens to hundreds of lambda(min) cubed, where lambda(min) is the smallest wavelength in the transmit signal spectrum. The expected range of contrasts for the breast imaging problem for density, compressibility, and compressive loss is +/- 20% of the background. Because of the low contrast, Born iterations provide the basic structure of the inverse-scattering algorithm. However, we use a multiobjective covariance-based least squares cost function in place of the basic least squares cost function to estimate the contrast functions. This cost function provides physically meaningful regularization based on a priori knowledge of the contrasts. Also, due to the size of the imaging domain and because the objects to be imaged are low contrast and inhomogeneous, we use the Neumann series solution as the forward solver. The largest domain imaged in simulation was 50 lambda(min) X 50 lambda(min) in 2-D.
引用
收藏
页码:2712 / 2722
页数:11
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