微波成像用于乳腺癌检测:下一代传输系统的性能评估。

IF 4.4 2区 医学 Q2 ENGINEERING, BIOMEDICAL
Pedram Mojabi, Jeremie Bourqui, Zahra Lasemiimeni, Baldeep Grewal, Elise Fear
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引用次数: 0

摘要

微波成像已被提出用于乳腺癌的检测和治疗监测。基于断层扫描和雷达技术的原型系统已经在人体上进行了测试,结果很有希望。以前,我们开发了一个系统,估计平均介电常数在乳房区域使用信号通过组织传输。志愿者和患者的鼓舞人心的结果推动了系统的发展,该系统能够创建整个乳房的更详细的图像。目的:在本文中,我们旨在评估这种下一代微波成像系统的性能,并演示与临床信息相关的人类受试者扫描。方法:利用一种新型成像系统,收集均匀性和不同大小夹杂物的影像。对其精度、检测和定位进行了评估。一项试点研究是在一小群以前做过乳房x光检查的志愿者中进行的。结果:柔性幻像重建的平均介电常数平均误差小于10%。展示了直径为1cm或更大的夹杂物的检测。通过提供几位健康志愿者先前的乳房x光检查的微波图像,也证明了扫描人类受试者的可行性。意义:设计了一种新型的高分辨率微波传输成像系统,结合能够检测直径为1cm的内含物的快速定量重建算法,用于乳腺成像应用。它可以成像不同大小的乳房,而不需要匹配的液体。结论:综上所述,该成像系统适合于人体微波成像的进一步探索。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Microwave Imaging for Breast Cancer Detection: Performance Assessment of a Next-Generation Transmission System.

Microwave imaging has been proposed for breast cancer detection and treatment monitoring. Prototype systems based on tomography and radar-based techniques have been tested on human subjects with promising results. Previously, we developed a system that estimated average permittivity in regions of the breast using signals transmitted through the tissues. Encouraging results with volunteers and patients motivated development of a system capable of creating more detailed images of the entire breast.

Objective: In this paper, we aim to assess the performance of this next generation microwave imaging system and demonstrate scans of human subjects that relate to clinical information.

Methods: With a novel imaging system, scans of homogeneous phantoms and phantoms with inclusions of various sizes are collected. The accuracy, detection and localization are assessed. A pilot study is carried out with a small group of volunteers with previous mammograms.

Results: Images of flexible phantoms have average error of less than 10 % in the reconstructed average permittivity. Detection of inclusions of 1 cm diameter and greater is demonstrated. The feasibility of scanning human subjects is also demonstrated by providing microwave images of several healthy volunteers with previous mammograms.

Significance: A novel high-resolution microwave transmission imaging system, in conjunction with a fast quantitative reconstruction algorithm capable of detecting 1 cm diameter inclusions, is designed for breast imaging applications. It can image various breast sizes without the need for matching fluid.

Conclusion: Overall, the results indicate that this imaging system is well suited for further exploration of microwave imaging with human subjects.

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来源期刊
IEEE Transactions on Biomedical Engineering
IEEE Transactions on Biomedical Engineering 工程技术-工程:生物医学
CiteScore
9.40
自引率
4.30%
发文量
880
审稿时长
2.5 months
期刊介绍: IEEE Transactions on Biomedical Engineering contains basic and applied papers dealing with biomedical engineering. Papers range from engineering development in methods and techniques with biomedical applications to experimental and clinical investigations with engineering contributions.
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