Literature DB >> 24706563

Rapid look-up table method for noise-corrected curve fitting in the R2* mapping of iron loaded liver.

Changqing Wang1, Taigang He, Xiaoyun Liu, Shouming Zhong, Wufan Chen, Yanqiu Feng.   

Abstract

PURPOSE: Fitting the measured decay signal to the first moment in the presence of noncentral chi noise (M(1) NCM) can correctly address the effect of noise on the effective transverse relaxation rate (R2*) relaxometry of iron loaded liver. However, this method requires intensive computation, which restricts its application to R2* mapping. This work aims to develop a rapid implementation of the M(1) NCM method for R2* mapping.
METHODS: The computation of the confluent hypergeometric function in the M(1) NCM model was approximated using cubic spline interpolation with breakpoints and coefficients precalculated and stored in a look-up table (M(1) NCM-LUT). The performance of the proposed M(1) NCM-LUT method was evaluated through simulation and based on in vivo liver R2* relaxometry data.
RESULTS: In both simulation and in vivo studies, the maximum absolute difference between R2* maps generated by the M(1) NCM and M(1) NCM-LUT methods was nearly 10(-3) s(-1) or less, and the M(1) NCM-LUT method obtained a R2* map in approximately 1 s and achieved an acceleration of approximately five orders of magnitude.
CONCLUSION: The proposed M(1) NCM-LUT method can significantly increase the speed of the liver R2* mapping using the M(1) NCM model. This development is important in promoting application of this R2* mapping technique for tissue iron quantification.
© 2014 Wiley Periodicals, Inc.

Entities:  

Keywords:  MR relaxometry; R2* mapping; hepatic iron concentration; look-up table; noncentral chi noise

Mesh:

Year:  2014        PMID: 24706563     DOI: 10.1002/mrm.25184

Source DB:  PubMed          Journal:  Magn Reson Med        ISSN: 0740-3194            Impact factor:   4.668


  3 in total

1.  Fisher information and Cramér-Rao lower bound for experimental design in parallel imaging.

Authors:  Mustapha Bouhrara; Richard G Spencer
Journal:  Magn Reson Med       Date:  2017-11-01       Impact factor: 4.668

2.  Bayesian analysis of transverse signal decay with application to human brain.

Authors:  Mustapha Bouhrara; David A Reiter; Richard G Spencer
Journal:  Magn Reson Med       Date:  2014-09-19       Impact factor: 4.668

3.  Improved Liver R2* Mapping by Averaging Decay Curves.

Authors:  Xinyuan Zhang; Jie Peng; Changqing Wang; Yanqiu Feng; Qianjin Feng; Xinzhong Li; Wufan Chen; Taigang He
Journal:  Sci Rep       Date:  2017-07-21       Impact factor: 4.379

  3 in total

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