Accurate quantification of 1H spectra:: From finite impulse response filter design for solvent suppression to parameter estimation

被引:38
作者
Sundin, T
Vanhamme, L
Van Hecke, P
Dologlou, I
Van Huffel, S
机构
[1] Univ Uppsala, Dept Syst & Control, SE-75103 Uppsala, Sweden
[2] Katholieke Univ Leuven, Dept Elect Engn ESAT, B-3001 Louvain, Belgium
[3] Katholieke Univ Leuven, Biomed NMR Unit, B-3000 Louvain, Belgium
[4] Inst Language & Speech Proc, Athens 15125, Greece
关键词
magnetic resonance spectroscopy data quantification; finite impulse response filter; solvent suppression; AMARES; nonlinear least squares;
D O I
10.1006/jmre.1999.1782
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A scheme for accurate quantification of H-1 spectra is presented. The method uses maximum-phase finite impulse response (FIR) filters for solvent suppression and an iterative nonlinear least-squares (NLLs) algorithm for parameter estimation. The estimation algorithm takes the filter influence on the metabolites of interest into account and can thereby correctly incorporate a large variety of prior knowledge into the estimation phase. The FIR filter is designed in such a way that no distortion of the important initial samples is introduced. The FIR filter method is compared numerically with the HSVD method for water signal removal in a number of examples. The results show that the FLR method, using an automatic filter design scheme, slightly outperforms the HSVD method in most cases. The good performance and ease of use of the FIR filter method combined with its low computational complexity motivate the use of the proposed method, (C) 1999 Academic Press.
引用
收藏
页码:189 / 204
页数:16
相关论文
共 28 条
[1]   IMPROVED ALGORITHM FOR NONITERATIVE TIME-DOMAIN MODEL-FITTING TO EXPONENTIALLY DAMPED MAGNETIC-RESONANCE SIGNALS [J].
BARKHUIJSEN, H ;
DEBEER, R ;
VANORMONDT, D .
JOURNAL OF MAGNETIC RESONANCE, 1987, 73 (03) :553-557
[2]   RETRIEVAL OF FREQUENCIES, AMPLITUDES, DAMPING FACTORS, AND PHASES FROM TIME-DOMAIN SIGNALS USING A LINEAR LEAST-SQUARES PROCEDURE [J].
BARKHUIJSEN, H ;
DEBEER, R ;
BOVEE, WMMJ ;
VANORMONDT, D .
JOURNAL OF MAGNETIC RESONANCE, 1985, 61 (03) :465-481
[3]   Subspace-based parameter estimation of exponentially damped sinusoids using prior knowledge of frequency and phase [J].
Chen, H ;
VanHuffel, S ;
vandenBoom, A ;
vandenBosch, P .
SIGNAL PROCESSING, 1997, 59 (01) :129-136
[4]   Parameter estimation with prior knowledge of known signal poles for the quantification of NMR spectroscopy data in the time domain [J].
Chen, H ;
VanHuffel, S ;
VanOrmondt, D ;
DeBeer, R .
JOURNAL OF MAGNETIC RESONANCE SERIES A, 1996, 119 (02) :225-234
[5]   THE ACTION OF TIME-DOMAIN CONVOLUTION FILTERS FOR SOLVENT SUPPRESSION [J].
CRAVEN, CJ ;
WALTHO, JP .
JOURNAL OF MAGNETIC RESONANCE SERIES B, 1995, 106 (01) :40-46
[6]   IMPROVED DIGITAL FILTERING TECHNIQUE FOR SOLVENT SUPPRESSION [J].
CROSS, KJ .
JOURNAL OF MAGNETIC RESONANCE SERIES A, 1993, 101 (02) :220-224
[7]   ELIMINATION OF WATER SIGNAL BY POSTPROCESSING [J].
DERICHE, M ;
HU, XP .
JOURNAL OF MAGNETIC RESONANCE SERIES A, 1993, 101 (02) :229-232
[8]  
Groth A, 1998, P EUSIPCO 98 RHOD GR
[9]   DESIGN OF NONRECURSIVE DIGITAL FILTERS WITH MI IMUM PHASE [J].
HERRMANN, O ;
SCHUESSLER, W .
ELECTRONICS LETTERS, 1970, 6 (11) :329-+
[10]   INVIVO PROTON SPECTROSCOPY IN PRESENCE OF EDDY CURRENTS [J].
KLOSE, U .
MAGNETIC RESONANCE IN MEDICINE, 1990, 14 (01) :26-30