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基于多步微波断层成像方法的生物组织体内电学特性估计

In-Vivo Electrical Properties Estimation of Biological Tissues by Means of a Multi-Step Microwave Tomography Approach.

作者信息

Ambrosanio Michele, Bevacqua Martina Teresa, LoVetri Joe, Pascazio Vito, Isernia Tommaso

出版信息

IEEE Trans Med Imaging. 2024 May;43(5):1983-1994. doi: 10.1109/TMI.2024.3354463. Epub 2024 May 2.

Abstract

The accurate quantitative estimation of the electromagnetic properties of tissues can serve important diagnostic and therapeutic medical purposes. Quantitative microwave tomography is an imaging modality that can provide maps of the in-vivo electromagnetic properties of the imaged tissues, i.e. both the permittivity and the electric conductivity. A multi-step microwave tomography approach is proposed for the accurate retrieval of such spatial maps of biological tissues. The underlying idea behind the new imaging approach is to progressively add details to the maps in a step-wise fashion starting from single-frequency qualitative reconstructions. Multi-frequency microwave data is utilized strategically in the final stage. The approach results in improved accuracy of the reconstructions compared to inversion of the data in a single step. As a case study, the proposed workflow was tested on an experimental microwave data set collected for the imaging of the human forearm. The human forearm is a good test case as it contains several soft tissues as well as bone, exhibiting a wide range of values for the electrical properties.

摘要

组织电磁特性的精确量化估计可服务于重要的医学诊断和治疗目的。定量微波断层扫描是一种成像方式,它能够提供被成像组织的体内电磁特性图谱,即介电常数和电导率。本文提出了一种多步骤微波断层扫描方法,用于精确获取生物组织的此类空间图谱。这种新成像方法背后的基本思想是,从单频定性重建开始,以逐步的方式向图谱中逐渐添加细节。在最后阶段策略性地利用多频微波数据。与单步反演数据相比,该方法提高了重建的准确性。作为一个案例研究,所提出的工作流程在为人体前臂成像收集的实验微波数据集上进行了测试。人体前臂是一个很好的测试案例,因为它包含多种软组织以及骨骼,其电特性呈现出广泛的值。

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