Spectral imaging for complex clinical breast structures

P. Meaney, Amir H. Golnabi, M. Pallone, N. Epstein, P. Kaufman, S. Geimer, K. Paulsen
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Abstract

We have imaged several breast cancer patients at multiple intervals during her neoadjuvant chemotherapy to assess the capability of microwave tomography as a therapy monitoring device. For the patient discussed here, we illustrate the spectral behavior of our tomographic approach in the context of a complex imaging situation with a large scattering tumor along with less frequently encountered structures such as thickened skin in the tumor vicinity. These results demonstrate that the microwave technology is sensitive to dielectric property perturbations associated with treatment-induced physiological changes. In addition, it also confirms previously hypothesized notions that the lower frequency images provide lower resolution but useful counterparts to the enhanced resolution, higher frequency images. This spectral data can be instructive for both UWB radar approaches and multi-frequency or time-domain tomographic approaches. The chemotherapy patients are unique with respect to breast cancer imaging cases in that they usually involve electrically large tumors along with other non-standard features such as extra-thick skin (easily as thick as 1 cm). These large, high contrast features are quite challenging for all types of microwave imaging (radar and tomography-based) and form an important benchmark for testing imaging techniques. For our efforts, we have developed a log transformation as part of the image reconstruction process which we have shown to have superior convergence behavior (i.e. no local minima) while retaining phase wrapping information that is generally lost when only considering more classical minimization criteria. As we will show, this technique requires broadband scattering data which we provide from measurements using our ultrawideband monopole antennas.
临床复杂乳腺结构的光谱成像
我们对几名乳腺癌患者在新辅助化疗期间的不同时间间隔进行了成像,以评估微波断层扫描作为治疗监测设备的能力。对于这里讨论的患者,我们说明了我们的层析成像方法在复杂成像情况下的光谱行为,这种情况下有一个大的散射肿瘤,以及肿瘤附近不太常见的结构,如增厚的皮肤。这些结果表明,微波技术对与处理引起的生理变化相关的介电特性扰动敏感。此外,它还证实了先前假设的概念,即低频图像提供较低的分辨率,但对增强分辨率的高频图像有用。该频谱数据对超宽带雷达方法和多频或时域层析成像方法都具有指导意义。化疗患者在乳腺癌成像病例中是独特的,因为他们通常涉及电大的肿瘤以及其他非标准特征,如超厚的皮肤(很容易达到1厘米厚)。这些大的、高对比度的特征对所有类型的微波成像(基于雷达和断层成像)都是相当具有挑战性的,并形成了测试成像技术的重要基准。为了我们的努力,我们已经开发了一个对数变换作为图像重建过程的一部分,我们已经证明它具有优越的收敛行为(即没有局部最小值),同时保留了在只考虑更经典的最小化标准时通常丢失的相位包裹信息。正如我们将展示的,这项技术需要宽带散射数据,我们使用超宽带单极天线提供测量数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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