Experimental Assessment of Axillary Lymph Node Microwave Tomography Using Anthropomorphic Phantoms

IF 3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Matteo Savazzi;Olympia Karadima;David O. Rodriguez Duarte;Jorge Tobon Vasquez;Francesca Vipiana;Panagiotis Kosmas;Carlos A. Fernandes;João M. Felício;Raquel C. Conceição
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Abstract

We assess the application of microwave tomography (MWT) for the detection of axillary lymph nodes (ALNs) in breast cancer patients. We numerically study the effects of limiting angular view in axillary MWT, as probes can only be placed on a limited arc around the axillary region. We also numerically study the possibility of increasing the amount of retrievable information by acquiring data in two consecutive steps, with a single antenna set in two different angular positions. We finally experimentally test axillary MWT on anthropomorphic phantoms with different levels of anatomical fidelity, and different ALN positions. Our MWT system (0.8–2.5 GHz) employs six monopole antennas placed on a single transverse plane, facing the axillary region. The reconstruction algorithm implements the distorted Born iterative method, combined with the two-step iterative shrinkage/thresholding for the inversion (DBIM-TwIST). Our numerical results i) highlight the challenges associated with the limited angular view, and ii) show that performing two-step angular measurements enhances imaging results, suggesting that rotating the antenna set between consecutive measurements is an effective means to increase the retrievable information in ALN MWT. Our experimental results show that our MWT system can detect an ALN in different positions. To the best of our knowledge this is the first paper to assess ALN MWT in a realistic 3-D experimental scenario.
利用拟人象对腋窝淋巴结微波层析成像的实验评价
我们评估了微波断层扫描(MWT)在乳腺癌症患者腋窝淋巴结(ALN)检测中的应用。我们数值研究了腋窝MWT中有限角度视野的影响,因为探针只能放置在腋窝周围的有限圆弧上。我们还数值研究了通过在两个连续步骤中获取数据来增加可检索信息量的可能性,其中单个天线设置在两个不同的角度位置。最后,我们在具有不同解剖逼真度和不同ALN位置的拟人体模上实验测试了腋窝MWT。我们的MWT系统(0.8–2.5 GHz)采用六个单极天线,放置在一个横向平面上,面向腋窝区域。重建算法实现了失真的Born迭代方法,并结合了反演的两步迭代收缩/阈值(DBIM-TwIST)。我们的数值结果i)强调了与有限角度视图相关的挑战,以及ii)表明执行两步角度测量可以增强成像结果,这表明在连续测量之间旋转天线组是增加ALN MWT中可检索信息的有效手段。我们的实验结果表明,我们的MWT系统可以检测到不同位置的ALN。据我们所知,这是第一篇在真实的三维实验场景中评估ALN MWT的论文。
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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来源期刊
CiteScore
5.80
自引率
9.40%
发文量
58
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