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用于磁感应断层成像的最优接收器阵列设计

Optimum receiver array design for magnetic induction tomography.

作者信息

Gürsoy Doga, Scharfetter Hermann

机构信息

Institute of Medical Engineering, Graz University of Technology, Graz 8010, Austria.

出版信息

IEEE Trans Biomed Eng. 2009 May;56(5):1435-41. doi: 10.1109/TBME.2009.2013936. Epub 2009 Feb 6.

Abstract

Magnetic induction tomography (MIT) is an imaging modality that aims at mapping the distribution of the electrical conductivity inside the body. Eddy currents are induced in the body by magnetic induction and the resulting fields are measured by an array of receiver coils. In MIT, the location of the receivers affects the quality of the image reconstruction. In this paper, a fast deterministic algorithm was applied to obtain optimum receiver array designs for a given specific excitation. The design strategy is based on the iterative exclusion of receiver locations, which yield poor conductivity information, from the space spanning all possible locations until a feasible design is reached. The applicability of "regionally focused" MIT designs that increase the image resolution at a particular region was demonstrated. Currently used design geometries and the corresponding reconstructed images were compared to the images obtained by optimized designs. The eigenvalue analysis of the Hessian matrix showed that the algorithm tends to maintain identical conductivity information content sensed by the receivers. Although the method does not guarantee finding the optimum design globally, the results demonstrate the practical usability of this algorithm in MIT experimental designs.

摘要

磁感应断层扫描(MIT)是一种成像方式,旨在绘制体内电导率的分布。通过磁感应在体内感应出涡流,并由一组接收线圈测量产生的场。在MIT中,接收器的位置会影响图像重建的质量。本文应用一种快速确定性算法,针对给定的特定激励获得最佳接收器阵列设计。该设计策略基于从所有可能位置的空间中迭代排除产生不良电导率信息的接收器位置,直到获得可行设计。证明了“区域聚焦”MIT设计在特定区域提高图像分辨率的适用性。将当前使用的设计几何形状和相应的重建图像与通过优化设计获得的图像进行了比较。海森矩阵的特征值分析表明,该算法倾向于保持接收器感测到的相同电导率信息内容。虽然该方法不能保证全局找到最优设计,但结果证明了该算法在MIT实验设计中的实际可用性。

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