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Motion Optimized Conformal Microwave Imaging for Biomedical Applications.

机译:适用于生物医学应用的运动优化保形微波成像。

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摘要

Investigations into alternative breast cancer (BC) imaging techniques have become increasingly popular based on the limitations of traditional imaging modalities: X-ray mammography uses ionizing radiation, has limited intrinsic contrast and is associated with high false-positive and false-negative rates. Microwave tomographic imaging (MTI) has the ability to detect a wide range of dielectric property (DP) values, and due to the contrast that exists between the DPs of normal and abnormal breast tissue, MTI has shown promise as an alternative BC imaging modality. This thesis reports on a third generation system currently used in clinical trials at Dartmouth Hitchcock Medical Center. This system's improvements include increased data acquisition speeds and capabilities due to upgraded microwave electronic components and motion control hardware, respectively. Part I of this work will evaluate the system's microwave electronics in terms of channel isolation, system sensitivity and measurement repeatability in an effort to define an optimal operational bandwidth. The system's antenna array is composed of two interwoven sub-arrays (SAs) that can independently move to a number of positions. We have found that incorporating measurement data obtained at larger SA separation spacing during 3D acquisition results in unwanted artifacts in the reconstructed images. S-parameter studies have indicated that signals transmitted at these larger separation distances fall below the noise floor (NF) of the system's receiving channels. Part II of this thesis will focus on analyzing measurement sensitivity as a function of increasing SA spacing. The analysis has resulted in the creation of a motion optimized imaging system; increasing examination speeds by eliminating measurements positions where signals fall below the NF. Additionally, we have seen that our reconstruction algorithm has benefited from the incorporation of boundary information regarding the object under test (OUT). An optical-scanning system that can capture the boundary of the OUT while submerged in the system imaging chamber has been developed and mounted to the new imaging prototype. Conforming the reconstruction property mesh to the boundary of the OUT has increased the accuracy of recovered DPs. Part III of this thesis evaluates the boundary conformed microwave reconstruction process utilizing information obtained from the integrated optical-scanner.
机译:基于传统成像方式的局限性,对替代性乳腺癌(BC)成像技术的研究已变得越来越普遍:X射线乳房X线照相术使用电离辐射,固有对比度有限,并且假阳性和假阴性率高。微波层析成像(MTI)具有检测各种介电特性(DP)值的能力,并且由于正常和异常乳腺组织的DP之间存在对比,MTI已显示出有望作为BC成像的替代方式。本论文报告了目前在达特茅斯希区柯克医学中心进行临床试验的第三代系统。该系统的改进包括由于分别升级了微波电子组件和运动控制硬件,从而提高了数据采集速度和功能。这项工作的第一部分将在通道隔离度,系统灵敏度和测量可重复性方面评估系统的微波电子设备,以定义最佳的工作带宽。该系统的天线阵列由两个交织的子阵列(SA)组成,它们可以独立移动到多个位置。我们已经发现,合并在3D采集过程中以较大的SA间隔获得的测量数据会导致重建图像中出现不必要的伪影。 S参数研究表明,以这些较大的分隔距离传输的信号低于系统接收通道的本底噪声(NF)。本文的第二部分将重点分析作为增加SA间隔的函数的测量灵敏度。分析导致创建了运动优化的成像系统;通过消除信号低于NF的测量位置来提高检查速度。此外,我们已经看到,我们的重建算法受益于结合有关被测对象(OUT)的边界信息。已经开发出一种光学扫描系统,该系统可以在浸入系统成像腔室时捕获OUT的边界,并将其安装到新的成像原型上。使重建属性网格符合OUT的边界,可以提高恢复的DP的准确性。本文的第三部分利用从集成光学扫描仪获得的信息评估了边界边界微波重建过程。

著录项

  • 作者

    Epstein, Neil R.;

  • 作者单位

    Dartmouth College.;

  • 授予单位 Dartmouth College.;
  • 学科 Health Sciences Radiology.;Physics Electricity and Magnetism.;Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 214 p.
  • 总页数 214
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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