微波成像
断层摄影术
微波食品加热
计算机科学
介电常数
电阻抗断层成像
迭代重建
工作流程
生物医学工程
医学影像学
材料科学
光学
电介质
计算机视觉
人工智能
物理
医学
光电子学
电信
数据库
作者
Michele Ambrosanio,Martina T. Bevacqua,Joe LoVetri,Vito Pascazio,Tommaso Isernia
标识
DOI:10.1109/tmi.2024.3354463
摘要
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.
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