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.
机构:
Univ Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USAUniv Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USA
Bydder, Mark
;
Du, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USAUniv Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USA
机构:
Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USAStanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Lu, Wenmiao
;
Pauly, Kim Butts
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Pauly, Kim Butts
;
Gold, Garry E.
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Gold, Garry E.
;
Pauly, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USAStanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Pauly, John M.
;
Hargreaves, Brian A.
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
机构:
Univ Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USAUniv Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USA
Bydder, Mark
;
Du, Jiang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USAUniv Calif San Diego, Dept Radiol, Magnet Resonance Inst, San Diego, CA 92103 USA
机构:
Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USAStanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Lu, Wenmiao
;
Pauly, Kim Butts
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Pauly, Kim Butts
;
Gold, Garry E.
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Gold, Garry E.
;
Pauly, John M.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Elect Engn, Stanford, CA 94305 USAStanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA
Pauly, John M.
;
Hargreaves, Brian A.
论文数: 0引用数: 0
h-index: 0
机构:Stanford Univ, Lucas Ctr, Dept Radiol, Stanford, CA 94305 USA