Tailored 3D breast models for development of microwave based breast tumor screening

Mariella Särestöniemi, Daljeet Singh, J. Reponen, T. Myllylä
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Abstract

Portable breast monitoring devices, which could be used outside the hospital and even for self-monitoring of risk groups, are considered as promising eHealth applications for future telemedicine. Microwave technique is one of the most promising emerging techniques for portable monitoring devices since it enables low-cost, high accuracy, and user-friendly devices. The technique is based on detecting differences in radio channel responses since tumors have different dielectric properties than the breast glandular or fat tissues. Breast density categories affect the detectability of the tumors with also microwave technique. This paper presents a study on breast tumor detectability with different simulation and measurement models tailored to correspond different breast types. The simulations are carried out using electromagnetic simulation software with human voxel models as well as developed breast models. The evaluation results show that even small-sized breast tumors can be detected with microwave technique within all the breast density categories. Differences in channel responses caused by tumors are breast-type dependent. The results highlight the importance of developing extensive reference databank covering all the breast density categories for microwave-based breast tumor detection applications.
开发基于微波的乳腺肿瘤筛查所需的定制 3D 乳房模型
便携式乳腺监测设备可在医院外使用,甚至可用于高危人群的自我监测,被认为是未来远程医疗中前景广阔的电子健康应用。微波技术是用于便携式监测设备的最有前途的新兴技术之一,因为它可以实现设备的低成本、高精确度和用户友好性。该技术基于检测无线电信道响应的差异,因为肿瘤的介电特性与乳腺腺体或脂肪组织不同。乳腺密度类别也会影响微波技术对肿瘤的检测能力。本文针对不同的乳房类型,采用不同的模拟和测量模型,对乳房肿瘤的可探测性进行了研究。模拟是利用电磁模拟软件、人体体素模型以及开发的乳房模型进行的。评估结果表明,在所有乳腺密度类别中,即使是小尺寸的乳腺肿瘤也能通过微波技术检测出来。肿瘤引起的通道响应差异与乳房类型有关。这些结果凸显了为基于微波的乳腺肿瘤检测应用开发涵盖所有乳腺密度类别的广泛参考数据库的重要性。
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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