基于复数主成分分析的磁共振波谱信号衰减系数的自动校正

被引:1
作者
曾卫明
梁晓云
罗立民
机构
[1] 东南大学生物医学工程系
[2] 东南大学生物医学工程系 江苏 南京
[3] 江苏 南京
[4] 江苏 南京
关键词
复数主成分分析; 磁共振波谱; 衰减系数;
D O I
暂无
中图分类号
TN911.7 [信号处理];
学科分类号
0711 ; 080401 ; 080402 ;
摘要
衰减系数的校正是磁共振波谱信号处理和分析过程中的一个关键难题。本文基于复数主成分分析,提出了一种自动的磁共振波谱衰减系数的校正方法,较成功地解决了这个难点问题。文中的模拟数据及其实现结果充分验证了该方法的有效性。
引用
收藏
页码:84 / 87
页数:4
相关论文
共 8 条
[1]  
Automatic frequency alignment and quantitation of single resonances in multiple magnetic resonance spectra via complex principal component analysis[J] . Sabine Van Huffel,Yu Wang,Leentje Vanhamme,Paul Van Hecke.Journal of Magnetic Resonance . 2002 (1)
[2]  
NMR Spectral Quantitation by Principal Component Analysis[J] . R. Stoyanova,T.R. Brown.Journal of Magnetic Resonance . 2002 (2)
[3]   A subspace time-domain algorithm for automated NMR spectral normalization [J].
Lemmerling, P ;
Vanhamme, L ;
Romano, R ;
Van Huffel, S .
JOURNAL OF MAGNETIC RESONANCE, 2002, 157 (02) :190-199
[4]  
Modelling phase shifts, peak shifts and peak width variations in spectral data sets: its value in multivariate data analysis[J] . H. Witjes,M. Pepers,W.J. Melssen,L.M.C. Buydens.Analytica Chimica Acta . 2001 (1)
[5]  
Automatic Correction for Phase Shifts, Frequency Shifts, and Lineshape Distortions across a Series of Single Resonance Lines in Large Spectral Data Sets[J] . H Witjes,W.J Melssen,H.J.A in ‘t Zandt,M van der Graaf,A Heerschap,L.M.C Buydens.Journal of Magnetic Resonance . 2000 (1)
[6]   Time-domain quantification of series of biomedical magnetic resonance spectroscopy signals [J].
Vanhamme, L ;
Van Huffel, S ;
Van Hecke, P ;
van Ormondt, D .
JOURNAL OF MAGNETIC RESONANCE, 1999, 140 (01) :120-130
[7]  
Nuclear magnetic resonance in environmental engineering: Principles and applications[J] . P.N.L. Lens,M.A. Hemminga.Biodegradation . 1998 (6)
[8]  
NMR Spectral Quantitation by Principal-Component Analysis. II.Determination of Frequency and Phase Shifts[J] . Truman R. Brown,Radka Stoyanova.Journal of Magnetic Resonance, Series B . 1996 (1)