Regularized Estimation of Magnitude and Phase of Multi-Coil B1 Field Via Bloch-Siegert B1 Mapping and Coil Combination Optimizations

被引:5
作者
Zhao, Feng [1 ]
Fessler, Jeffrey A. [2 ]
Wright, Steven M. [3 ]
Noll, Douglas C. [1 ]
机构
[1] Univ Michigan, Dept Biomed Engn, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[3] Texas A&M Univ, Dept Elect & Comp Engn, College Stn, TX 77843 USA
基金
美国国家卫生研究院;
关键词
Bloch-Sieget B-1 mapping; Cramer-Rao lower bound (CRLB); magnetic resonance imaging (MRI); parallel excitation; phase estimation; regularization; B-1; mapping; LINEAR-COMBINATIONS;
D O I
10.1109/TMI.2014.2329751
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Parallel excitation requires fast and accurate map estimation. Bloch-Siegert (BS) B-1 mapping is very fast and accurate over a large dynamic range. When applied to multi-coil systems, however, this phase-based method may produce low signal-to-noise ratio estimates in low magnitude regions due to localized excitation patterns of parallel excitation systems. Also, the imaging time increases with the number of coils. In this work, we first propose to modify the standard BS B-1 mapping sequence so that it avoids the scans required by previous B-1 phase estimation methods. A regularized method is then proposed to jointly estimate the magnitude and phase of multi-coil B-1 maps from BS mapping data, improving estimation quality by using the prior knowledge of the smoothness of B-1 magnitude and phase. Lastly, we use Cramer-Rao lower bound analysis to optimize the coil combinations, to improve the quality of the raw data for B-1 estimation. The proposed methods are demonstrated by simulations and phantom experiments.
引用
收藏
页码:2020 / 2030
页数:11
相关论文
共 29 条
[1]   Method for In Situ Characterization of Radiofrequency Heating in Parallel Transmit MRI [J].
Alon, Leeor ;
Deniz, Cem Murat ;
Brown, Ryan ;
Sodickson, Daniel K. ;
Zhu, Yudong .
MAGNETIC RESONANCE IN MEDICINE, 2013, 69 (05) :1457-1465
[2]  
Brunner D., 2008, QUADRATURE, V60, P100
[3]   B1+ Interferometry for the Calibration of RF Transmitter Arrays [J].
Brunner, David O. ;
Pruessmann, Klaas P. .
MAGNETIC RESONANCE IN MEDICINE, 2009, 61 (06) :1480-1488
[4]  
Cocosco C.A., BRAINWEB ONLINE INTE
[5]   Array-optimized composite pulse for excellent whole-brain homogeneity in high-field MRI [J].
Collins, Christopher M. ;
Wang, Zhangwei ;
Mao, Weihua ;
Fang, Jieming ;
Liu, Wanzhan ;
Smith, Michael B. .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (03) :470-474
[6]   Design and construction of a realistic digital brain phantom [J].
Collins, DL ;
Zijdenbos, AP ;
Kollokian, V ;
Sled, JG ;
Kabani, NJ ;
Holmes, CJ ;
Evans, AC .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1998, 17 (03) :463-468
[7]   Conjugate-gradient preconditioning methods for shift-variant PET image reconstruction [J].
Fessler, JA ;
Booth, SD .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (05) :688-699
[8]   Regularized field map estimation in MRI [J].
Funai, Amanda K. ;
Fessler, Jeffrey A. ;
Yeo, Desmond T. B. ;
Olafsson, Valur T. ;
Noll, Douglas C. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2008, 27 (10) :1484-1494
[9]  
Haacke E.M., 1999, Magnetic resonance imaging: physical principles and sequence design, V1
[10]   Exploring estimator bias-variance tradeoffs using the uniform CR bound [J].
Hero, AO ;
Fessler, JA ;
Usman, M .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1996, 44 (08) :2026-2041