Regularized field map estimation in MRI

被引:92
作者
Funai, Amanda K. [1 ]
Fessler, Jeffrey A. [1 ]
Yeo, Desmond T. B. [1 ]
Olafsson, Valur T. [1 ]
Noll, Douglas C. [2 ]
机构
[1] Univ Michigan, Dept Elect Engn, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
magnetic field inhomogeneity; susceptibility; penalized-likelihood estimation; phase unwrapping; regularization;
D O I
10.1109/TMI.2008.923956
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In fast magnetic resonance (MR) imaging with long readout times, such as echo-planar imaging (EPI) and spiral scans, it is important to correct for the effects of field inhomogeneity to reduce image distortion and blurring. Such corrections require an accurate field map, a map of the off-resonance frequency at each voxel. Standard field map estimation methods yield noisy field maps, particularly in image regions with low spin density. This paper describes regularized methods for field map estimation from two or more MR scans having different echo times. These methods exploit the fact that field maps are generally smooth functions. The methods use algorithms that decrease monotonically a regularized least-squares cost function, even though the problem is highly nonlinear. Results show that the proposed regularized methods significantly improve the quality of field map estimates relative to conventional unregularized methods.
引用
收藏
页码:1484 / 1494
页数:11
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