Shea J D, Kosmas P, Van Veen B D, Hagness S C
Department of Electrical and Computer Engineering University of Wisconsin-Madison 1415 Engineering Drive Madison, WI 53706.
Inverse Probl. 2010 Jul 1;26(7):74009. doi: 10.1088/0266-5611/26/7/074009.
The detection of early-stage tumors in the breast by microwave imaging is challenged by both the moderate endogenous dielectric contrast between healthy and malignant glandular tissues and the spatial resolution available from illumination at microwave frequencies. The high endogenous dielectric contrast between adipose and fibroglandular tissue structures increases the difficulty of tumor detection due to the high dynamic range of the contrast function to be imaged and the low level of signal scattered from a tumor relative to the clutter scattered by normal tissue structures. Microwave inverse scattering techniques, used to estimate the complete spatial profile of the dielectric properties within the breast, have the potential to reconstruct both normal and cancerous tissue structures. However, the ill-posedness of the associated inverse problem often limits the frequency of microwave illumination to the UHF band within which early-stage cancers have sub-wavelength dimensions. In this computational study, we examine the reconstruction of small, compact tumors in three-dimensional numerical breast phantoms by a multiple-frequency inverse scattering solution. Computer models are also employed to investigate the use of exogenous contrast agents for enhancing tumor detection. Simulated array measurements are acquired before and after the introduction of the assumed contrast effects for two specific agents currently under consideration for breast imaging: microbubbles and carbon nanotubes. Differential images of the applied contrast demonstrate the potential of the approach for detecting the preferential uptake of contrast agents by malignant tissues.
微波成像用于检测乳腺早期肿瘤面临着双重挑战,一方面是健康和恶性腺组织之间适度的内源性介电对比度,另一方面是微波频率照明所能提供的空间分辨率。脂肪和纤维腺组织结构之间较高的内源性介电对比度增加了肿瘤检测的难度,这是由于待成像的对比度函数动态范围大,且相对于正常组织结构散射的杂波而言,肿瘤散射的信号水平较低。用于估计乳腺内介电特性完整空间分布的微波逆散射技术,有潜力重建正常和癌组织的结构。然而,相关逆问题的不适定性常常将微波照明频率限制在超高频波段,在此波段内早期癌症具有亚波长尺寸。在这项计算研究中,我们通过多频逆散射解来研究三维数值乳腺模型中微小致密肿瘤的重建。还使用计算机模型来研究使用外源性造影剂增强肿瘤检测的情况。在引入当前正在考虑用于乳腺成像的两种特定造影剂(微泡和碳纳米管)的假定造影效果之前和之后,采集模拟阵列测量数据。所应用造影剂的差分图像证明了该方法检测恶性组织对造影剂优先摄取的潜力。