Slice Encoding for Metal Artifact Correction With Noise Reduction

被引:31
作者
Lu, Wenmiao [1 ]
Pauly, Kim B. [2 ]
Gold, Garry E. [2 ]
Pauly, John M. [3 ]
Hargreaves, Brian A. [2 ]
机构
[1] Nanyang Technol Univ, Sch EEE, Div Informat Engn, Singapore 639798, Singapore
[2] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USA
关键词
noise reduction; metallic implants; SEMAC; singular value decomposition; MRI; QUANTIFICATION;
D O I
10.1002/mrm.22796
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Magnetic resonance imaging (MRI) near metallic implants is often hampered by severe metal artifacts. To obtain distortion-free MR images near metallic implants, SEMAC (Slice Encoding for Metal Artifact Correction) corrects metal artifacts via robust encoding of excited slices against metal-induced field inhomogeneities, followed by combining the data resolved from multiple SEMAC-encoded slices. However, as many of the resolved data elements only contain noise, SEMAC-corrected images can suffer from relatively low signal-to-noise ratio. Improving the signal-to-noise ratio of SEMAC-corrected images is essential to enable SEMAC in routine clinical studies. In this work, a new reconstruction procedure is proposed to reduce noise in SEMAC-corrected images. A singular value decomposition denoising step is first applied to suppress quadrature noise in multi-coil SEMAC-encoded slices. Subsequently, the singular value decomposition-denoised data are selectively included in the correction of through-plane distortions. The experimental results demonstrate that the proposed reconstruction procedure significantly improves the SNR without compromising the correction of metal artifacts. Magn Reson Med 65:1352-1357, 2011. (c) 2011 Wiley-Liss, Inc.
引用
收藏
页码:1352 / 1357
页数:6
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