Fast $\ell_1$ -SPIRiT Compressed Sensing Parallel Imaging MRI: Scalable Parallel Implementation and Clinically Feasible Runtime
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James Demmel | Kurt Keutzer | Michael Lustig | Mark Murphy | S. S. Vasanawala | Marcus T. Alley | J. Demmel | M. Lustig | K. Keutzer | S. Vasanawala | M. Alley | S. Vasanawala | M. Murphy
[1] Robert D. Nowak,et al. An EM algorithm for wavelet-based image restoration , 2003, IEEE Trans. Image Process..
[2] Peter Boesiger,et al. Array compression for MRI with large coil arrays , 2007, Magnetic resonance in medicine.
[3] David L Donoho,et al. Compressed sensing , 2006, IEEE Transactions on Information Theory.
[4] T. Hohage,et al. Image reconstruction by regularized nonlinear inversion—Joint estimation of coil sensitivities and image content , 2008, Magnetic resonance in medicine.
[5] Leslie Ying,et al. Joint image reconstruction and sensitivity estimation in SENSE (JSENSE) , 2007, Magnetic resonance in medicine.
[6] Dwight G. Nishimura,et al. Rapid gridding reconstruction with a minimal oversampling ratio , 2005, IEEE Transactions on Medical Imaging.
[7] Xiaoping P. Hu,et al. Iterative GRAPPA (iGRAPPA) for improved parallel imaging reconstruction , 2008, Magnetic resonance in medicine.
[8] Samuel Williams,et al. The Landscape of Parallel Computing Research: A View from Berkeley , 2006 .
[9] Wei Lin,et al. A rapid and robust numerical algorithm for sensitivity encoding with sparsity constraints: Self‐feeding sparse SENSE , 2010, Magnetic resonance in medicine.
[10] M. Lustig,et al. SPIRiT: Iterative self‐consistent parallel imaging reconstruction from arbitrary k‐space , 2010, Magnetic resonance in medicine.
[11] David Atkinson,et al. Real-Time Reconstruction of Sensitivity Encoded Radial Magnetic Resonance Imaging Using a Graphics Processing Unit , 2009, IEEE Transactions on Medical Imaging.
[12] Philip J. Bones,et al. Prior estimate‐based compressed sensing in parallel MRI , 2011, Magnetic resonance in medicine.
[13] W. Manning,et al. Simultaneous acquisition of spatial harmonics (SMASH): Fast imaging with radiofrequency coil arrays , 1997, Magnetic resonance in medicine.
[14] Pradeep Dubey,et al. High-Performance 3D Compressive Sensing MRI Reconstruction Using Many-Core Architectures , 2011, Int. J. Biomed. Imaging.
[15] L. Ying,et al. Accelerating SENSE using compressed sensing , 2009, Magnetic resonance in medicine.
[16] Eero P. Simoncelli,et al. Image compression via joint statistical characterization in the wavelet domain , 1999, IEEE Trans. Image Process..
[17] Tobias Schaeffter,et al. Accelerating the Nonequispaced Fast Fourier Transform on Commodity Graphics Hardware , 2008, IEEE Transactions on Medical Imaging.
[18] J. Pauly,et al. Array Compression for 3 D Cartesian Sampling , 2010 .
[19] L. Axel,et al. Combination of Compressed Sensing and Parallel Imaging with Respiratory Motion Correction for Highly-Accelerated First-Pass Cardiac Perfusion MRI , 2010 .
[20] Robin M Heidemann,et al. Generalized autocalibrating partially parallel acquisitions (GRAPPA) , 2002, Magnetic resonance in medicine.
[21] D. Noll,et al. Homodyne detection in magnetic resonance imaging. , 1991, IEEE transactions on medical imaging.
[22] V. Tarokh,et al. A GPU Implementation of Compressed Sensing Reconstruction of 3 D Radial ( Kooshball ) Acquisition for High-Resolution Cardiac MRI , 2010 .
[23] Justin P. Haldar,et al. Accelerating advanced MRI reconstructions on GPUs , 2008, J. Parallel Distributed Comput..
[24] John L. Gustafson,et al. Reevaluating Amdahl's law , 1988, CACM.
[25] A. C. Brau,et al. Efficient L 1 SPIRiT Reconstruction ( ESPIRiT ) for Highly Accelerated 3 D Volumetric MRI with Parallel Imaging and Compressed Sensing , 2009 .
[26] Armando Manduca,et al. Sparse‐CAPR: Highly accelerated 4D CE‐MRA with parallel imaging and nonconvex compressive sensing , 2011, Magnetic resonance in medicine.
[27] Sébastien Roujol,et al. Online real‐time reconstruction of adaptive TSENSE with commodity CPU/GPU hardware , 2009, Magnetic resonance in medicine.
[28] D. Donoho,et al. SPIR-iT : Autocalibrating Parallel Imaging Compressed Sensing , 2008 .
[29] P. Boesiger,et al. SENSE: Sensitivity encoding for fast MRI , 1999, Magnetic resonance in medicine.
[30] D. Donoho,et al. Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.
[31] K. T. Block,et al. Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint , 2007, Magnetic resonance in medicine.
[32] K. Bredies,et al. Parallel imaging with nonlinear reconstruction using variational penalties , 2012, Magnetic resonance in medicine.
[33] A. C. Brau,et al. A Method for Autocalibrating 2-D Accelerated Volumetric Parallel Imaging with Clinically Practical Reconstruction Times , 2007 .
[34] M. Lustig,et al. Improved pediatric MR imaging with compressed sensing. , 2010, Radiology.
[35] K. Thulborn,et al. GPU-Accelerated Gridding for Rapid Reconstruction of Non-Cartesian MRI , 2010 .
[36] I. Daubechies,et al. An iterative thresholding algorithm for linear inverse problems with a sparsity constraint , 2003, math/0307152.
[37] Ching-Hua Chang,et al. Compressed sensing MRI with multichannel data using multicore processors , 2010, Magnetic resonance in medicine.
[38] P. Boesiger,et al. Advances in sensitivity encoding with arbitrary k‐space trajectories , 2001, Magnetic resonance in medicine.
[39] Emmanuel J. Candès,et al. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.
[40] Justin P. Haldar,et al. Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI , 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[41] D. L. Donoho,et al. Ideal spacial adaptation via wavelet shrinkage , 1994 .
[42] M. Lustig,et al. Clinically Feasible Reconstruction Time for L 1-SPIRiT Parallel Imaging and Compressed Sensing MRI , 2009 .
[43] Kurt Keutzer,et al. Practical parallel imaging compressed sensing MRI: Summary of two years of experience in accelerating body MRI of pediatric patients , 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[44] Justin P. Haldar,et al. Multi-GPU Implementation for Iterative MR Image Reconstruction with Field Correction , 2011 .