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基于投影降阶和非线性优化方案的磁共振成像介电调谐用高介电常数垫设计。

High-Permittivity Pad Design for Dielectric Shimming in Magnetic Resonance Imaging Using Projection-Based Model Reduction and a Nonlinear Optimization Scheme.

出版信息

IEEE Trans Med Imaging. 2018 Apr;37(4):1035-1044. doi: 10.1109/TMI.2018.2791179.

Abstract

Inhomogeneities in the transmit radio frequency magnetic field ( ) reduce the quality of magnetic resonance (MR) images. This quality can be improved by using high-permittivity pads that tailor the fields. The design of an optimal pad is application-specific and not straightforward and would therefore benefit from a systematic optimization approach. In this paper, we propose such a method to efficiently design dielectric pads. To this end, a projection-based model order reduction technique is used that significantly decreases the dimension of the design problem. Subsequently, the resulting reduced-order model is incorporated in an optimization method in which a desired field in a region of interest can be set. The method is validated by designing a pad for imaging the cerebellum at 7 T. The optimal pad that is found is used in an MR measurement to demonstrate its effectiveness in improving the image quality.

摘要

不均匀的射频磁场()降低磁共振(MR)图像的质量。通过使用高介电常数的垫来调整场,可以提高质量。最佳垫的设计是特定于应用的,并不直接,因此将受益于系统的优化方法。在本文中,我们提出了一种有效的设计介电垫的方法。为此,使用基于投影的模型降阶技术来显著降低设计问题的维数。随后,将所得的降阶模型纳入优化方法中,可以在感兴趣区域设置所需的场。通过在 7T 下对小脑成像设计一个垫来验证该方法。找到的最佳垫在磁共振测量中使用,以证明其在提高图像质量方面的有效性。

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