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基于运动的磁共振系统中三维覆盖的微波层析测量装置。

Motion-based microwave tomographic measurement device for three-dimensional coverage in a magnetic resonance system.

机构信息

Thayer School of Engineering, Dartmouth College, Hanover, NH, USA.

Quality Electrodynamics, Mayfield, OH, USA.

出版信息

Med Phys. 2022 Dec;49(12):7638-7647. doi: 10.1002/mp.15921. Epub 2022 Aug 26.

DOI:10.1002/mp.15921
PMID:35964298
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10753095/
Abstract

PURPOSE

We have developed a fully 3D data acquisition system for microwave breast imaging which can operate simultaneously inside a magnetic resonance imaging (MRI). MRI is used regularly for breast imaging to distinguish tumors from normal tissue. It generally has poor specificity unless used with a gadolinium contrast agent. Microwave imaging could fill this need because of the good endogenous tumor:normal tissue property contrast, especially in light of safety concerns for gadolinium. The antenna array consists of 16 monopole antennas positioned in a horizontal circle surrounding the breast which can then be moved vertically for 3D coverage of the breast. The tank system materials were chosen to minimize artifacts in the MR image within the specific shared imaging zone. The support rods are stainless steel, albeit positioned sufficiently far from the imaging target to have little effect. The mechanical motion parts are all 3D printed plastic. Unlike many conventional antennas, the monopoles consist of just the center conductor and insulator of the coaxial cable, making it one of the least possible metallic structures.

METHODS

Data were acquired both inside and outside of the MR bore to confirm that the MR bore did not have adverse effects on the microwave imaging process. The imaging tank was filled with a mixture of glycerin and water to both provide a reasonable property match to the phantom and to highly attenuate the fields which also acted to suppress multi-path signals. Microwave images were reconstructed using our Gauss-Newton scheme combined with a log transformation for a more linear convergence. MR images were also acquired to assess the effects of the microwave tank structures on the imaging.

RESULTS

The microwave measurement data were acquired in log magnitude and phase format at 200 MHz increments from 700-1900 MHz. Each antenna acted sequentially as a transmitter while the complement of 15 acted as a receiver. The single frequency images were reconstructed using a Gauss-Newton iterative technique with a standard log transformation to linearize the process. The data showed that the signal strengths were between 7-10 dB lower for the case when the array was inside the MRI versus when not. Notwithstanding, the image quality was still high because of the significant signal to noise ratio. The reconstructed images in both situations demonstrated good 3D object recovery of the vertically size and shaped varying object. The MR images were not adversely affected by the presence of antennas or feed structures.

CONCLUSIONS

We have demonstrated that our technique can recover high-quality images of a 3D varying object within an MRI system. Compatibility issues have been addressed for both the microwave and MRI systems. The reduced SNR for the case operating in the MRI did not adversely affect the images. To the best of our knowledge, this is the first example of a microwave imaging system operating in an MRI with full 3D volumetric capability.

摘要

目的

我们开发了一种完全 3D 的微波乳腺成像数据采集系统,该系统可在磁共振成像(MRI)内部同时运行。MRI 常用于乳腺成像,以区分肿瘤与正常组织。除非与钆造影剂一起使用,否则其特异性通常较差。微波成像是一种满足这一需求的方法,因为其具有良好的内源性肿瘤与正常组织的固有对比,特别是考虑到对钆的安全性问题。天线阵列由 16 个位于围绕乳房的水平圆中的单极天线组成,然后可以垂直移动以实现乳房的 3D 覆盖。罐系统材料的选择是为了最大限度地减少磁共振成像特定共享成像区域内的伪影。支撑杆是不锈钢的,尽管它们的位置离成像目标足够远,因此影响很小。机械运动部件均为 3D 打印塑料。与许多传统天线不同,单极天线仅由同轴电缆的中心导体和绝缘体组成,这使其成为可能的金属结构之一。

方法

在磁共振成像孔内和孔外采集数据,以确认磁共振成像孔不会对微波成像过程产生不利影响。成像罐中填充了甘油和水的混合物,以提供与体模合理的特性匹配,并高度衰减场,场也起到抑制多路径信号的作用。使用我们的高斯-牛顿方案和对数变换重建微波图像,以获得更线性的收敛。还采集了磁共振图像以评估微波罐结构对成像的影响。

结果

以 200MHz 的增量从 700-1900MHz 以对数幅度和相位格式采集微波测量数据。每个天线依次作为发射器工作,而其余 15 个天线作为接收器。使用高斯-牛顿迭代技术和标准对数变换重建单频图像,以使过程线性化。数据表明,当阵列在 MRI 内时,信号强度比不在时低 7-10dB。尽管如此,由于高信噪比,图像质量仍然很高。在两种情况下,重建的图像都很好地恢复了垂直尺寸和形状变化物体的 3D 对象。磁共振图像不受天线或馈电结构的影响。

结论

我们已经证明,我们的技术可以在 MRI 系统中恢复高质量的 3D 变化物体的图像。已经解决了微波和 MRI 系统的兼容性问题。在 MRI 中运行的情况下,降低的 SNR 并未对图像产生不利影响。据我们所知,这是第一个在具有全 3D 容积能力的 MRI 中运行的微波成像系统的示例。

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本文引用的文献

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A dedicated 3-ch breast coil for Microwave Tomography at 3T.一款用于3T磁共振成像系统的专用三通道乳腺微波断层扫描线圈。
Proc Int Soc Magn Reson Med Sci Meet Exhib Int Soc Magn Reson Med Sci Meet Exhib. 2021 May;29.
2
Dielectric properties for non-invasive detection of normal, benign, and malignant breast tissues using microwave theories.利用微波理论对正常、良性和恶性乳腺组织进行非侵入性检测的介电特性。
Thorac Cancer. 2018 Apr;9(4):459-465. doi: 10.1111/1759-7714.12605. Epub 2018 Feb 21.
3
Observed Deposition of Gadolinium in Bone Using a New Noninvasive in Vivo Biomedical Device: Results of a Small Pilot Feasibility Study.
使用新型无创体内生物医学设备观察钆在骨骼中的沉积:一项小型可行性研究的结果。
Radiology. 2018 Apr;287(1):96-103. doi: 10.1148/radiol.2017171161. Epub 2017 Dec 13.
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Gadolinium deposition in the brain: summary of evidence and recommendations.脑内钆沉积:证据总结和建议。
Lancet Neurol. 2017 Jul;16(7):564-570. doi: 10.1016/S1474-4422(17)30158-8. Epub 2017 Jun 13.
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Gadolinium deposition: practical guidelines in the face of uncertainty.钆沉积:面对不确定性时的实用指南
Lancet Neurol. 2017 Jul;16(7):495-497. doi: 10.1016/S1474-4422(17)30174-6. Epub 2017 Jun 13.
6
Two-step inversion with a logarithmic transformation for microwave breast imaging.对数变换两步反演在微波乳腺成像中的应用。
Med Phys. 2017 Aug;44(8):4239-4251. doi: 10.1002/mp.12384. Epub 2017 Jul 17.
7
3D microwave tomography of the breast using prior anatomical information.利用先前解剖学信息的乳腺三维微波断层成像。
Med Phys. 2016 Apr;43(4):1933. doi: 10.1118/1.4944592.
8
Intracranial Gadolinium Deposition after Contrast-enhanced MR Imaging.颅内钆沉积与对比增强磁共振成像后。
Radiology. 2015 Jun;275(3):772-82. doi: 10.1148/radiol.15150025. Epub 2015 Mar 5.
9
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10
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Med Phys. 2013 Oct;40(10):103101. doi: 10.1118/1.4820361.