Golden‐angle radial sparse parallel MRI: Combination of compressed sensing, parallel imaging, and golden‐angle radial sampling for fast and flexible dynamic volumetric MRI

To develop a fast and flexible free‐breathing dynamic volumetric MRI technique, iterative Golden‐angle RAdial Sparse Parallel MRI (iGRASP), that combines compressed sensing, parallel imaging, and golden‐angle radial sampling.

[1]  Peter Boesiger,et al.  Array compression for MRI with large coil arrays , 2007, Magnetic resonance in medicine.

[2]  Suyash P. Awate,et al.  Temporally constrained reconstruction of dynamic cardiac perfusion MRI , 2007, Magnetic resonance in medicine.

[3]  J. Nocedal Updating Quasi-Newton Matrices With Limited Storage , 1980 .

[4]  Peter Kellman,et al.  Dynamic autocalibrated parallel imaging using temporal GRAPPA (TGRAPPA) , 2005, Magnetic resonance in medicine.

[5]  Zhi-Pei Liang,et al.  Improving k‐t SENSE by adaptive regularization , 2007, Magnetic resonance in medicine.

[6]  P. Boesiger,et al.  SENSE: Sensitivity encoding for fast MRI , 1999, Magnetic resonance in medicine.

[7]  Sebastian Kozerke,et al.  MRI temporal acceleration techniques , 2012, Journal of magnetic resonance imaging : JMRI.

[8]  Rachel W Chan,et al.  The influence of radial undersampling schemes on compressed sensing reconstruction in breast MRI , 2012, Magnetic resonance in medicine.

[9]  J. J. van Vaals,et al.  “Keyhole” method for accelerating imaging of contrast agent uptake , 1993, Journal of magnetic resonance imaging : JMRI.

[10]  S. Frick,et al.  Compressed Sensing , 2014, Computer Vision, A Reference Guide.

[11]  L. Axel,et al.  Correction of motion artifacts in linogram and projection reconstruction MRI using geometry and consistency constraints. , 1996, Medical physics.

[12]  A. Padhani Dynamic contrast‐enhanced MRI in clinical oncology: Current status and future directions , 2002, Journal of magnetic resonance imaging : JMRI.

[13]  K. T. Block,et al.  Simple Method for Adaptive Gradient-Delay Compensation in Radial MRI , 2010 .

[14]  D. O. Walsh,et al.  Adaptive reconstruction of phased array MR imagery , 2000, Magnetic resonance in medicine.

[15]  Olaf Dössel,et al.  An Optimal Radial Profile Order Based on the Golden Ratio for Time-Resolved MRI , 2007, IEEE Transactions on Medical Imaging.

[16]  W. Manning,et al.  Simultaneous acquisition of spatial harmonics (SMASH): Fast imaging with radiofrequency coil arrays , 1997, Magnetic resonance in medicine.

[17]  David Atkinson,et al.  Motion corrected compressed sensing for free‐breathing dynamic cardiac MRI , 2013, Magnetic resonance in medicine.

[18]  Danny C. Kim,et al.  Free-Breathing Radial 3D Fat-Suppressed T1-Weighted Gradient Echo Sequence: A Viable Alternative for Contrast-Enhanced Liver Imaging in Patients Unable to Suspend Respiration , 2011, Investigative radiology.

[19]  Li Feng,et al.  Accelerated phase‐contrast cine MRI using k‐t SPARSE‐SENSE , 2012, Magnetic resonance in medicine.

[20]  Robin M Heidemann,et al.  Generalized autocalibrating partially parallel acquisitions (GRAPPA) , 2002, Magnetic resonance in medicine.

[21]  Peter Boesiger,et al.  k‐t BLAST and k‐t SENSE: Dynamic MRI with high frame rate exploiting spatiotemporal correlations , 2003, Magnetic resonance in medicine.

[22]  Peter Boesiger,et al.  Compressed sensing in dynamic MRI , 2008, Magnetic resonance in medicine.

[23]  F H Epstein,et al.  Adaptive sensitivity encoding incorporating temporal filtering (TSENSE) † , 2001, Magnetic resonance in medicine.

[24]  Emmanuel J. Candès,et al.  Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.

[25]  Li Feng,et al.  4578 Bringing Compressed Sensing to Clinical Reality : Prototypic Setup for Evaluation in Routine Applications , 2012 .

[26]  Leon Axel,et al.  Combination of Compressed Sensing and Parallel Imaging for Highly-Accelerated 3 D First-Pass Cardiac Perfusion MRI , 2009 .

[27]  Li Feng,et al.  Highly accelerated real‐time cardiac cine MRI using k–t SPARSE‐SENSE , 2013, Magnetic resonance in medicine.

[28]  G H Glover,et al.  Projection Reconstruction Techniques for Reduction of Motion Effects in MRI , 1992, Magnetic resonance in medicine.

[29]  Jong Chul Ye,et al.  k‐t FOCUSS: A general compressed sensing framework for high resolution dynamic MRI , 2009, Magnetic resonance in medicine.

[30]  Peter Kellman,et al.  Retrospective reconstruction of high temporal resolution cine images from real‐time MRI using iterative motion correction , 2012, Magnetic resonance in medicine.

[31]  Leon Axel,et al.  High Spatial and Temporal Resolution 2 D Real Time and 3 D Whole-Heart Cardiac Cine MRI Using Compressed Sensing and Parallel Imaging with Golden Angle Radial Trajectory , 2011 .

[32]  D. Donoho,et al.  Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.

[33]  K. T. Block,et al.  Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint , 2007, Magnetic resonance in medicine.

[34]  Feng Huang,et al.  k‐t GRAPPA: A k‐space implementation for dynamic MRI with high reduction factor , 2005, Magnetic resonance in medicine.

[35]  David Atkinson,et al.  3D undersampled golden‐radial phase encoding for DCE‐MRA using inherently regularized iterative SENSE , 2010, Magnetic resonance in medicine.

[36]  O. Haraldseth,et al.  K‐space substitution: A novel dynamic imaging technique , 1993, Magnetic resonance in medicine.

[37]  Peter M. Jakob,et al.  The use of an adaptive reconstruction for array coil sensitivity mapping and intensity normalization , 2002 .

[38]  Li Feng,et al.  Free-Breathing Contrast-Enhanced Multiphase MRI of the Liver Using a Combination of Compressed Sensing, Parallel Imaging, and Golden-Angle Radial Sampling , 2013, Investigative radiology.

[39]  Yi Wang,et al.  Fast 3D contrast enhanced MRI of the liver using temporal resolution acceleration with constrained evolution reconstruction , 2013, Magnetic resonance in medicine.

[40]  Michael Lustig,et al.  k-t SPARSE: High frame rate dynamic MRI exploiting spatio-temporal sparsity , 2006 .

[41]  Li Feng,et al.  Accelerated cardiac T2 mapping using breath‐hold multiecho fast spin‐echo pulse sequence with k‐t FOCUSS , 2011, Magnetic resonance in medicine.

[42]  L. Dagum,et al.  OpenMP: an industry standard API for shared-memory programming , 1998 .