Fast l₁-SPIRiT compressed sensing parallel imaging MRI: scalable parallel implementation and clinically feasible runtime.

PubWeight™: 1.93‹?› | Rank: Top 3%

🔗 View Article (PMC 3522122)

Published in IEEE Trans Med Imaging on February 15, 2012

Authors

Mark Murphy1, Marcus Alley, James Demmel, Kurt Keutzer, Shreyas Vasanawala, Michael Lustig

Author Affiliations

1: Department of Electrical Engineering and Computer Science, University of California-Berkeley, Berkeley, CA 94720 USA.

Articles citing this

ESPIRiT--an eigenvalue approach to autocalibrating parallel MRI: where SENSE meets GRAPPA. Magn Reson Med (2014) 2.06

Accelerating fibre orientation estimation from diffusion weighted magnetic resonance imaging using GPUs. PLoS One (2013) 1.61

Fast pediatric 3D free-breathing abdominal dynamic contrast enhanced MRI with high spatiotemporal resolution. J Magn Reson Imaging (2013) 1.17

Calibrationless parallel imaging reconstruction based on structured low-rank matrix completion. Magn Reson Med (2013) 1.09

Evaluation of valvular insufficiency and shunts with parallel-imaging compressed-sensing 4D phase-contrast MR imaging with stereoscopic 3D velocity-fusion volume-rendered visualization. Radiology (2012) 1.07

Real-time 3D magnetic resonance imaging of the pharyngeal airway in sleep apnea. Magn Reson Med (2013) 1.04

Clinical performance of contrast enhanced abdominal pediatric MRI with fast combined parallel imaging compressed sensing reconstruction. J Magn Reson Imaging (2013) 1.04

Accelerating parameter mapping with a locally low rank constraint. Magn Reson Med (2014) 0.99

Venous and arterial flow quantification are equally accurate and precise with parallel imaging compressed sensing 4D phase contrast MRI. J Magn Reson Imaging (2012) 0.98

Motion-compensated compressed sensing for dynamic contrast-enhanced MRI using regional spatiotemporal sparsity and region tracking: block low-rank sparsity with motion-guidance (BLOSM). Magn Reson Med (2013) 0.98

Monte Carlo SURE-based parameter selection for parallel magnetic resonance imaging reconstruction. Magn Reson Med (2013) 0.94

Inlet and outlet valve flow and regurgitant volume may be directly and reliably quantified with accelerated, volumetric phase-contrast MRI. J Magn Reson Imaging (2014) 0.93

More IMPATIENT: A Gridding-Accelerated Toeplitz-based Strategy for Non-Cartesian High-Resolution 3D MRI on GPUs. J Parallel Distrib Comput (2013) 0.92

Rapid 3D dynamic arterial spin labeling with a sparse model-based image reconstruction. Neuroimage (2015) 0.90

Real-time compressive sensing spectral domain optical coherence tomography. Opt Lett (2014) 0.89

Non-Cartesian parallel imaging reconstruction. J Magn Reson Imaging (2014) 0.87

Augmented Lagrangian with variable splitting for faster non-Cartesian L1-SPIRiT MR image reconstruction. IEEE Trans Med Imaging (2013) 0.86

A review of 3D first-pass, whole-heart, myocardial perfusion cardiovascular magnetic resonance. J Cardiovasc Magn Reson (2015) 0.85

An L1-norm phase constraint for half-Fourier compressed sensing in 3D MR imaging. MAGMA (2015) 0.83

Potential of compressed sensing in quantitative MR imaging of cancer. Cancer Imaging (2013) 0.83

Noncontrast enhanced four-dimensional dynamic MRA with golden angle radial acquisition and K-space weighted image contrast (KWIC) reconstruction. Magn Reson Med (2013) 0.82

P-LORAKS: Low-rank modeling of local k-space neighborhoods with parallel imaging data. Magn Reson Med (2015) 0.82

GPU-accelerated non-uniform fast Fourier transform-based compressive sensing spectral domain optical coherence tomography. Opt Express (2014) 0.82

Low-Cost High-Performance MRI. Sci Rep (2015) 0.82

Variable density incoherent spatiotemporal acquisition (VISTA) for highly accelerated cardiac MRI. Magn Reson Med (2014) 0.80

Non-cartesian MRI reconstruction with automatic regularization Via Monte-Carlo SURE. IEEE Trans Med Imaging (2013) 0.80

Improving the robustness of 3D turbo spin echo imaging to involuntary motion. MAGMA (2014) 0.79

High spatial resolution compressed sensing (HSPARSE) functional MRI. Magn Reson Med (2015) 0.79

Trajectory Auto-Corrected image reconstruction. Magn Reson Med (2015) 0.76

Correlation imaging with arbitrary sampling trajectories. Magn Reson Imaging (2014) 0.75

Accelerated ferumoxytol-enhanced 4D multiphase, steady-state imaging with contrast enhancement (MUSIC) cardiovascular MRI: validation in pediatric congenital heart disease. NMR Biomed (2016) 0.75

Improved quantification and mapping of anomalous pulmonary venous flow with four-dimensional phase-contrast MRI and interactive streamline rendering. J Magn Reson Imaging (2015) 0.75

Sparse Reconstruction Techniques in Magnetic Resonance Imaging: Methods, Applications, and Challenges to Clinical Adoption. Invest Radiol (2016) 0.75

Compressed sensing for body MRI. J Magn Reson Imaging (2016) 0.75

Sparsity-promoting calibration for GRAPPA accelerated parallel MRI reconstruction. IEEE Trans Med Imaging (2013) 0.75

Sparse Parallel MRI Based on Accelerated Operator Splitting Schemes. Comput Math Methods Med (2016) 0.75

3D-accelerated, stack-of-spirals acquisitions and reconstruction of arterial spin labeling MRI. Magn Reson Med (2016) 0.75

Articles cited by this

SENSE: sensitivity encoding for fast MRI. Magn Reson Med (1999) 29.55

Sparse MRI: The application of compressed sensing for rapid MR imaging. Magn Reson Med (2007) 22.30

Generalized autocalibrating partially parallel acquisitions (GRAPPA). Magn Reson Med (2002) 20.68

Simultaneous acquisition of spatial harmonics (SMASH): fast imaging with radiofrequency coil arrays. Magn Reson Med (1997) 9.85

Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint. Magn Reson Med (2007) 7.10

Advances in sensitivity encoding with arbitrary k-space trajectories. Magn Reson Med (2001) 6.45

SPIRiT: Iterative self-consistent parallel imaging reconstruction from arbitrary k-space. Magn Reson Med (2010) 4.33

Combination of compressed sensing and parallel imaging for highly accelerated first-pass cardiac perfusion MRI. Magn Reson Med (2010) 3.29

Rapid gridding reconstruction with a minimal oversampling ratio. IEEE Trans Med Imaging (2005) 3.11

Accelerating SENSE using compressed sensing. Magn Reson Med (2009) 2.76

Accelerating Advanced MRI Reconstructions on GPUs. J Parallel Distrib Comput (2008) 2.09

Improved pediatric MR imaging with compressed sensing. Radiology (2010) 1.98

Array compression for MRI with large coil arrays. Magn Reson Med (2007) 1.81

Image reconstruction by regularized nonlinear inversion--joint estimation of coil sensitivities and image content. Magn Reson Med (2008) 1.77

Joint image reconstruction and sensitivity estimation in SENSE (JSENSE). Magn Reson Med (2007) 1.68

Image compression via joint statistical characterization in the wavelet domain. IEEE Trans Image Process (1999) 1.58

Nonlinear inverse reconstruction for real-time MRI of the human heart using undersampled radial FLASH. Magn Reson Med (2010) 1.58

PRACTICAL PARALLEL IMAGING COMPRESSED SENSING MRI: SUMMARY OF TWO YEARS OF EXPERIENCE IN ACCELERATING BODY MRI OF PEDIATRIC PATIENTS. Proc IEEE Int Symp Biomed Imaging (2011) 1.50

Sparse-CAPR: highly accelerated 4D CE-MRA with parallel imaging and nonconvex compressive sensing. Magn Reson Med (2011) 1.14

Prior estimate-based compressed sensing in parallel MRI. Magn Reson Med (2011) 1.07

Online real-time reconstruction of adaptive TSENSE with commodity CPU/GPU hardware. Magn Reson Med (2009) 0.99

A rapid and robust numerical algorithm for sensitivity encoding with sparsity constraints: self-feeding sparse SENSE. Magn Reson Med (2010) 0.99

Parallel imaging with nonlinear reconstruction using variational penalties. Magn Reson Med (2011) 0.99

Compressed sensing MRI with multichannel data using multicore processors. Magn Reson Med (2010) 0.91

High-performance 3D compressive sensing MRI reconstruction. Conf Proc IEEE Eng Med Biol Soc (2010) 0.88

Articles by these authors

Compressed sensing for resolution enhancement of hyperpolarized 13C flyback 3D-MRSI. J Magn Reson (2008) 2.39

ESPIRiT--an eigenvalue approach to autocalibrating parallel MRI: where SENSE meets GRAPPA. Magn Reson Med (2014) 2.06

Improved pediatric MR imaging with compressed sensing. Radiology (2010) 1.98

3D compressed sensing for highly accelerated hyperpolarized (13)C MRSI with in vivo applications to transgenic mouse models of cancer. Magn Reson Med (2010) 1.92

Fast dynamic 3D MR spectroscopic imaging with compressed sensing and multiband excitation pulses for hyperpolarized 13C studies. Magn Reson Med (2010) 1.67

Investigation of tumor hyperpolarized [1-13C]-pyruvate dynamics using time-resolved multiband RF excitation echo-planar MRSI. Magn Reson Med (2010) 1.64

Pulse sequence for dynamic volumetric imaging of hyperpolarized metabolic products. J Magn Reson (2008) 1.64

Coil compression for accelerated imaging with Cartesian sampling. Magn Reson Med (2012) 1.58

Improving non-contrast-enhanced steady-state free precession angiography with compressed sensing. Magn Reson Med (2009) 1.33

Hybrid referenceless and multibaseline subtraction MR thermometry for monitoring thermal therapies in moving organs. Med Phys (2010) 1.29

Single breath-hold whole-heart MRA using variable-density spirals at 3T. Magn Reson Med (2006) 1.23

Water-fat separation with bipolar multiecho sequences. Magn Reson Med (2008) 1.22

Compressed sensing for chemical shift-based water-fat separation. Magn Reson Med (2010) 1.18

Fast pediatric 3D free-breathing abdominal dynamic contrast enhanced MRI with high spatiotemporal resolution. J Magn Reson Imaging (2013) 1.17

T(2) relaxation times of (13)C metabolites in a rat hepatocellular carcinoma model measured in vivo using (13)C-MRS of hyperpolarized [1-(13)C]pyruvate. NMR Biomed (2010) 1.11

Rapid pediatric cardiac assessment of flow and ventricular volume with compressed sensing parallel imaging volumetric cine phase-contrast MRI. AJR Am J Roentgenol (2012) 1.10

Calibrationless parallel imaging reconstruction based on structured low-rank matrix completion. Magn Reson Med (2013) 1.09

Nonrigid motion correction in 3D using autofocusing with localized linear translations. Magn Reson Med (2012) 1.09

Evaluation of valvular insufficiency and shunts with parallel-imaging compressed-sensing 4D phase-contrast MR imaging with stereoscopic 3D velocity-fusion volume-rendered visualization. Radiology (2012) 1.07

Clinical performance of contrast enhanced abdominal pediatric MRI with fast combined parallel imaging compressed sensing reconstruction. J Magn Reson Imaging (2013) 1.04

Time-optimal design for multidimensional and parallel transmit variable-rate selective excitation. Magn Reson Med (2009) 1.01

Robust 4D flow denoising using divergence-free wavelet transform. Magn Reson Med (2014) 0.98

Venous and arterial flow quantification are equally accurate and precise with parallel imaging compressed sensing 4D phase contrast MRI. J Magn Reson Imaging (2012) 0.98

Signal compensation and compressed sensing for magnetization-prepared MR angiography. IEEE Trans Med Imaging (2011) 0.94

A method for simultaneous echo planar imaging of hyperpolarized ¹³C pyruvate and ¹³C lactate. J Magn Reson (2012) 0.93

Inlet and outlet valve flow and regurgitant volume may be directly and reliably quantified with accelerated, volumetric phase-contrast MRI. J Magn Reson Imaging (2014) 0.93

Improved shim method based on the minimization of the maximum off-resonance frequency for balanced steady-state free precession (bSSFP). Magn Reson Med (2009) 0.91

A cross-sectional study of self-reported chemical-related sensitivity is associated with gene variants of drug-metabolizing enzymes. Environ Health (2007) 0.91

Advances in pediatric body MRI. Pediatr Radiol (2011) 0.91

Reweighted ℓ1 referenceless PRF shift thermometry. Magn Reson Med (2010) 0.90

Multiple-profile homogeneous image combination: application to phase-cycled SSFP and multicoil imaging. Magn Reson Med (2008) 0.86

VERSE-guided numerical RF pulse design: a fast method for peak RF power control. Magn Reson Med (2011) 0.85

Simultaneous whole-body time-of-flight 18F-FDG PET/MRI: a pilot study comparing SUVmax with PET/CT and assessment of MR image quality. Clin Nucl Med (2015) 0.84

Rapid single-breath-hold 3D late gadolinium enhancement cardiac MRI using a stack-of-spirals acquisition. J Magn Reson Imaging (2013) 0.84

Imaging of the articular cartilage in osteoarthritis of the knee joint: 3D spatial-spectral spoiled gradient-echo vs. fat-suppressed 3D spoiled gradient-echo MR imaging. J Magn Reson Imaging (2003) 0.83

Characteristics of intra-left atrial flow dynamics and factors affecting formation of the vortex flow – analysis with phase-resolved 3-dimensional cine phase contrast magnetic resonance imaging. Circ J (2014) 0.82

Three-dimensional magnetization-prepared imaging using a concentric cylinders trajectory. Magn Reson Med (2013) 0.78

Adrenal and renal corticomedullary junction iron deposition in red cell aplasia. Pediatr Radiol (2010) 0.78

Respiratory navigated free breathing 3D spoiled gradient-recalled echo sequence for contrast-enhanced examination of the liver: diagnostic utility and comparison with free breathing and breath-hold conventional examinations. AJR Am J Roentgenol (2010) 0.77

Pediatric hepatobiliary magnetic resonance imaging. Radiol Clin North Am (2013) 0.76

Perforated appendicitis: an underappreciated mimic of intussusception on ultrasound. Pediatr Radiol (2014) 0.76

Depletion-Mode GaN HEMT Q-Spoil Switches for MRI Coils. IEEE Trans Med Imaging (2016) 0.75

A case of paraspinal arteriovenous fistula in the lumbar spinal body assessed with time resolved three-dimensional phase contrast MRI. J Magn Reson Imaging (2012) 0.75

Low WSS and High OSI Measured by 3D Cine PC MRI Reflect High Pulmonary Artery Pressures in Suspected Secondary Pulmonary Arterial Hypertension. Magn Reson Med Sci (2015) 0.75

Optimizing lavage during knee arthroscopy: a three-dimensional MRI study. J Magn Reson Imaging (2012) 0.75