Accelerating multi-echo water-fat MRI with a joint locally low-rank and spatial sparsity-promoting reconstruction
暂无分享,去创建一个
Joachim Hornegger | Jens Wetzl | Andreas Maier | Felix Lugauer | Berthold Kiefer | Dominik Nickel | A. Maier | J. Hornegger | B. Kiefer | D. Nickel | J. Wetzl | F. Lugauer
[1] T. Jaffe,et al. Effect of a Low-Rank Denoising Algorithm on Quantitative Magnetic Resonance Imaging-Based Measures of Liver Fat and Iron , 2017, Journal of computer assisted tomography.
[2] C. McKenzie,et al. Fat quantification using an interleaved bipolar acquisition , 2016, Magnetic resonance in medicine.
[3] Andreas K. Maier,et al. Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging , 2015, MICCAI.
[4] Tanya Wolfson,et al. Reproducibility of MR‐based liver fat quantification across field strength: Same‐day comparison between 1.5T and 3T in obese subjects , 2015, Journal of magnetic resonance imaging : JMRI.
[5] Frank Ong,et al. Beyond Low Rank + Sparse: Multiscale Low Rank Matrix Decomposition , 2015, IEEE Journal of Selected Topics in Signal Processing.
[6] Xiaodong Wu,et al. Fat water decomposition using globally optimal surface estimation (GOOSE) algorithm , 2015, Magnetic resonance in medicine.
[7] J. Pauly,et al. Accelerating parameter mapping with a locally low rank constraint , 2015, Magnetic resonance in medicine.
[8] B. Kiefer,et al. Quantification of hepatic steatosis with a multistep adaptive fitting MRI approach: prospective validation against MR spectroscopy. , 2015, AJR. American journal of roentgenology.
[9] Joachim Hornegger,et al. Highly undersampled peripheral Time-of-Flight magnetic resonance angiography: optimized data acquisition and iterative image reconstruction , 2015, Magnetic Resonance Materials in Physics, Biology and Medicine.
[10] Volker Straub,et al. Investigating the quantitative fidelity of prospectively undersampled chemical shift imaging in muscular dystrophy with compressed sensing and parallel imaging reconstruction , 2014, Magnetic resonance in medicine.
[11] Berthold Kiefer,et al. Liver fat quantification using a multi‐step adaptive fitting approach with multi‐echo GRE imaging , 2014, Magnetic resonance in medicine.
[12] Jacob D Willig-Onwuachi,et al. R2* ‐corrected water–fat imaging using compressed sensing and parallel imaging , 2014, Magnetic resonance in medicine.
[13] Krishna S Nayak,et al. Accelerated T2*‐compensated fat fraction quantification using a joint parallel imaging and compressed sensing framework , 2013, Journal of magnetic resonance imaging : JMRI.
[14] Armando Manduca,et al. Calibrationless parallel MRI using CLEAR , 2011, 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR).
[15] S. Reeder,et al. Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy , 2011, Journal of magnetic resonance imaging : JMRI.
[16] C. Sirlin,et al. In vivo characterization of the liver fat 1H MR spectrum , 2011, NMR in biomedicine.
[17] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[18] J. Kullberg,et al. Two‐point dixon method with flexible echo times , 2011, Magnetic resonance in medicine.
[19] Scott B Reeder,et al. Quantification of hepatic steatosis with T1-independent, T2-corrected MR imaging with spectral modeling of fat: blinded comparison with MR spectroscopy. , 2011, Radiology.
[20] Mathews Jacob,et al. Accelerated Dynamic MRI Exploiting Sparsity and Low-Rank Structure: k-t SLR , 2011, IEEE Transactions on Medical Imaging.
[21] H. Eggers,et al. Dual‐echo Dixon imaging with flexible choice of echo times , 2011, Magnetic resonance in medicine.
[22] M. Lustig,et al. Compressed sensing for chemical shift‐based water–fat separation , 2010, Magnetic resonance in medicine.
[23] Tom Goldstein,et al. The Split Bregman Method for L1-Regularized Problems , 2009, SIAM J. Imaging Sci..
[24] S. Reeder,et al. Multiecho water‐fat separation and simultaneous R 2* estimation with multifrequency fat spectrum modeling , 2008, Magnetic resonance in medicine.
[25] Emmanuel J. Candès,et al. A Singular Value Thresholding Algorithm for Matrix Completion , 2008, SIAM J. Optim..
[26] H. Makse,et al. A phase diagram for jammed matter , 2008, Nature.
[27] C. Sirlin,et al. Relaxation effects in the quantification of fat using gradient echo imaging. , 2008, Magnetic resonance imaging.
[28] D. Donoho,et al. Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.
[29] Robert Bridson,et al. Fast Poisson disk sampling in arbitrary dimensions , 2007, SIGGRAPH '07.
[30] S. Reeder,et al. Fat quantification with IDEAL gradient echo imaging: Correction of bias from T1 and noise , 2007, Magnetic resonance in medicine.
[31] Jiang Du,et al. Noise reduction in multiple-echo data sets using singular value decomposition. , 2006, Magnetic resonance imaging.
[32] Robin M Heidemann,et al. Controlled aliasing in volumetric parallel imaging (2D CAIPIRINHA) , 2006, Magnetic resonance in medicine.
[33] G. Gold,et al. Iterative decomposition of water and fat with echo asymmetry and least‐squares estimation (IDEAL): Application with fast spin‐echo imaging , 2005, Magnetic resonance in medicine.
[34] Robert D. Nowak,et al. An EM algorithm for wavelet-based image restoration , 2003, IEEE Trans. Image Process..
[35] G Laub,et al. Coronary artery imaging: 3D segmented k‐space data acquisition with multiple breath‐holds and real‐time slab following , 2001, Journal of magnetic resonance imaging : JMRI.
[36] Jorge Nocedal,et al. Algorithm 778: L-BFGS-B: Fortran subroutines for large-scale bound-constrained optimization , 1997, TOMS.
[37] Per Christian Hansen,et al. Analysis of Discrete Ill-Posed Problems by Means of the L-Curve , 1992, SIAM Rev..
[38] Dimitri P. Bertsekas,et al. On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators , 1992, Math. Program..
[39] W. T. Dixon. Simple proton spectroscopic imaging. , 1984, Radiology.
[40] David M Higgins,et al. Accelerating MR Imaging Liver Steatosis Measurement Using Combined Compressed Sensing and Parallel Imaging: A Quantitative Evaluation. , 2016, Radiology.
[41] J. Hornegger,et al. Improving Parameter Mapping in MRI Relaxometry and Multi-Echo Dixon using an Automated Spectral Denoising , 2016 .
[42] A. Maier,et al. Sharp as a Tack , 2015, Bildverarbeitung für die Medizin.
[43] J. Hornegger,et al. 3083 Water-Fat Separation Using a Locally Low-Rank Enforcing Reconstruction , 2014 .
[44] A. Manduca,et al. Local versus Global Low-Rank Promotion in Dynamic MRI Series Reconstruction , 2010 .
[45] Jaakko Astola,et al. From Local Kernel to Nonlocal Multiple-Model Image Denoising , 2009, International Journal of Computer Vision.
[46] P. Börnert,et al. Fast Single Breath-hold 3D Abdominal Imaging with Water-Fat Separation , 2007 .