Accelerated 3D echo‐planar imaging with compressed sensing for time‐resolved hyperpolarized 13C studies

To enable large field‐of‐view, time‐resolved volumetric coverage in hyperpolarized 13C metabolic imaging by implementing a novel data acquisition and image reconstruction method based on the compressed sensing framework.

[1]  Graham A Wright,et al.  Rapid multislice imaging of hyperpolarized 13C pyruvate and bicarbonate in the heart , 2010, Magnetic resonance in medicine.

[2]  Peder E. Z. Larson,et al.  Multiband excitation pulses for hyperpolarized 13C dynamic chemical-shift imaging. , 2008, Journal of magnetic resonance.

[3]  K. Brindle,et al.  Kinetic Modeling of Hyperpolarized 13C Label Exchange between Pyruvate and Lactate in Tumor Cells* , 2011, The Journal of Biological Chemistry.

[4]  P. Larson,et al.  Metabolic Imaging of Patients with Prostate Cancer Using Hyperpolarized [1-13C]Pyruvate , 2013, Science Translational Medicine.

[5]  John M Pauly,et al.  Hyperpolarized C‐13 spectroscopic imaging of the TRAMP mouse at 3T—Initial experience , 2007, Magnetic resonance in medicine.

[6]  Neil Clarke,et al.  Dynamic nuclear polarization polarizer for sterile use intent , 2011, NMR in biomedicine.

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

[8]  Alan C. Bovik,et al.  Mean squared error: Love it or leave it? A new look at Signal Fidelity Measures , 2009, IEEE Signal Processing Magazine.

[9]  B D Ross,et al.  Hyperpolarized MR Imaging: Neurologic Applications of Hyperpolarized Metabolism , 2010, American Journal of Neuroradiology.

[10]  Michael Lustig,et al.  3D compressed sensing for highly accelerated hyperpolarized 13C MRSI with in vivo applications to transgenic mouse models of cancer , 2010, Magnetic resonance in medicine.

[11]  Y. Yen,et al.  In vivo application of sub-second spiral chemical shift imaging (CSI) to hyperpolarized 13C metabolic imaging: comparison with phase-encoded CSI. , 2010, Journal of magnetic resonance.

[12]  Nan-Kuei Chen,et al.  Two‐dimensional phase cycled reconstruction for inherent correction of echo‐planar imaging nyquist artifacts , 2011, Magnetic resonance in medicine.

[13]  M. Lustig,et al.  Fast dynamic 3D MR spectroscopic imaging with compressed sensing and multiband excitation pulses for hyperpolarized 13C studies , 2011, Magnetic resonance in medicine.

[14]  Emmanuel J. Candès,et al.  Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? , 2004, IEEE Transactions on Information Theory.

[15]  Albert P. Chen,et al.  Hyperpolarized 13C magnetic resonance reveals early- and late-onset changes to in vivo pyruvate metabolism in the failing heart , 2012, European journal of heart failure.

[16]  K. Uğurbil,et al.  In vivo 13C spectroscopy in the rat brain using hyperpolarized [1-(13)C]pyruvate and [2-(13)C]pyruvate. , 2010, Journal of magnetic resonance.

[17]  Michael Lustig,et al.  Pulse sequence for dynamic volumetric imaging of hyperpolarized metabolic products. , 2008, Journal of magnetic resonance.

[18]  A. Macovski Noise in MRI , 1996, Magnetic resonance in medicine.

[19]  J. Ardenkjær-Larsen,et al.  Increase in signal-to-noise ratio of > 10,000 times in liquid-state NMR , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[21]  Peter Magnusson,et al.  Cardiac metabolism measured noninvasively by hyperpolarized 13C MRI , 2008, Magnetic resonance in medicine.

[22]  Daniel K Sodickson,et al.  Low‐rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components , 2015, Magnetic resonance in medicine.

[23]  Michael Lustig,et al.  Clinical performance of contrast enhanced abdominal pediatric MRI with fast combined parallel imaging compressed sensing reconstruction , 2014, Journal of magnetic resonance imaging : JMRI.

[24]  Adolf Pfefferbaum,et al.  Application of subsecond spiral chemical shift imaging to real‐time multislice metabolic imaging of the rat in vivo after injection of hyperpolarized 13C1‐pyruvate , 2009, Magnetic resonance in medicine.

[25]  E. Candès,et al.  Stable signal recovery from incomplete and inaccurate measurements , 2005, math/0503066.

[26]  C. Cunningham,et al.  Frequency correction method for improved spatial correlation of hyperpolarized 13C metabolites and anatomy , 2014, NMR in biomedicine.

[27]  Albert P. Chen,et al.  Compressed sensing for resolution enhancement of hyperpolarized 13C flyback 3D-MRSI. , 2008, Journal of magnetic resonance.

[28]  Albert P. Chen,et al.  Hyperpolarized 13C metabolic imaging using dissolution dynamic nuclear polarization , 2012, Journal of magnetic resonance imaging : JMRI.

[29]  D. Nishimura,et al.  Reduced aliasing artifacts using variable‐density k‐space sampling trajectories , 2000, Magnetic resonance in medicine.

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

[31]  Esin Ozturk-Isik,et al.  Multi-channel metabolic imaging, with SENSE reconstruction, of hyperpolarized [1-(13)C] pyruvate in a live rat at 3.0 tesla on a clinical MR scanner. , 2011, Journal of magnetic resonance.

[32]  James Demmel,et al.  Fast $\ell_1$ -SPIRiT Compressed Sensing Parallel Imaging MRI: Scalable Parallel Implementation and Clinically Feasible Runtime , 2012, IEEE Transactions on Medical Imaging.

[33]  J A Frank,et al.  Simple correction method for k-space trajectory deviations in MRI. , 1998, Journal of magnetic resonance.

[34]  Michael Lustig,et al.  Rapid pediatric cardiac assessment of flow and ventricular volume with compressed sensing parallel imaging volumetric cine phase-contrast MRI. , 2012, AJR. American journal of roentgenology.

[35]  John Kurhanewicz,et al.  Combined parallel and partial fourier MR reconstruction for accelerated 8‐channel hyperpolarized carbon‐13 in vivo magnetic resonance Spectroscopic imaging (MRSI) , 2013, Journal of magnetic resonance imaging : JMRI.

[36]  S J Kohler,et al.  Imaging considerations for in vivo 13C metabolic mapping using hyperpolarized 13C‐pyruvate , 2009, Magnetic resonance in medicine.

[37]  Kieran Clarke,et al.  Hyperpolarized Magnetic Resonance: A Novel Technique for the In Vivo Assessment of Cardiovascular Disease , 2011, Circulation.

[38]  Florian Wiesinger,et al.  IDEAL spiral CSI for dynamic metabolic MR imaging of hyperpolarized [1‐13C]pyruvate , 2012, Magnetic resonance in medicine.

[39]  F. Gallagher,et al.  Tumor imaging using hyperpolarized 13C magnetic resonance spectroscopy , 2011, Magnetic resonance in medicine.

[40]  Charles H Cunningham,et al.  Spectral–spatial excitation for rapid imaging of DNP compounds , 2011, NMR in biomedicine.

[41]  Jan Henrik Ardenkjaer-Larsen,et al.  Metabolic imaging by hyperpolarized 13C magnetic resonance imaging for in vivo tumor diagnosis. , 2006, Cancer research.

[42]  Florian Wiesinger,et al.  Comparison of acquisition schemes for hyperpolarised 13C imaging , 2015, NMR in biomedicine.

[43]  Albert P. Chen,et al.  Hyperpolarized 13C lactate, pyruvate, and alanine: noninvasive biomarkers for prostate cancer detection and grading. , 2008, Cancer research.