Developments in Electrical-Property Tomography Based on the Contrast-Source Inversion Method

被引:8
|
作者
Leijsen, Reijer [1 ]
Fuchs, Patrick [2 ]
Brink, Wyger [1 ]
Webb, Andrew [1 ]
Remis, Rob [2 ]
机构
[1] Leiden Univ, Med Ctr, CJ Gorter Ctr High Field MRI, Dept Radiol, NL-2333 ZA Leiden, Netherlands
[2] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, Circuits & Syst Grp, NL-2628 CD Delft, Netherlands
基金
欧洲研究理事会;
关键词
electromagnetic inverse scattering problems; magnetic resonance imaging; electrical-property tomography; nonlinear optimization; contrast-source inversion; CSI-EPT; CONDUCTIVITY;
D O I
10.3390/jimaging5020025
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The main objective of electrical-property tomography (EPT) is to retrieve dielectric tissue parameters from B<^>1+ data as measured by a magnetic-resonance (MR) scanner. This is a so-called hybrid inverse problem in which data are defined inside the reconstruction domain of interest. In this paper, we discuss recent and new developments in EPT based on the contrast-source inversion (CSI) method. After a short review of the basics of this method, two- and three-dimensional implementations of CSI-EPT are presented along with a very efficient variant of 2D CSI-EPT called first-order induced current EPT (foIC-EPT). Practical implementation issues that arise when applying the method to measured data are addressed as well, and the limitations of a two-dimensional approach are extensively discussed. Tissue-parameter reconstructions of an anatomically correct male head model illustrate the performance of two- and three-dimensional CSI-EPT. We show that 2D implementation only produces reliable reconstructions under very special circumstances, while accurate reconstructions can be obtained with 3D CSI-EPT.
引用
收藏
页数:19
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