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2020

Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

Lam, F., Li, Y., Guo, R., Clifford, B. & Liang, Z. P., Feb 1 2020, In : Magnetic Resonance in Medicine. 83, 2, p. 377-390 14 p.

Research output: Contribution to journalArticle

2019

Simultaneous metabolic and functional imaging of the brain using SPICE

Guo, R., Zhao, Y., Li, Y., Li, Y. & Liang, Z-P., Dec 1 2019, In : Magnetic Resonance in Medicine. 82, 6, p. 1993-2002 10 p.

Research output: Contribution to journalArticle

2018

Early-life iron deficiency reduces brain iron content and alters brain tissue composition despite iron repletion: A neuroimaging assessment

Mudd, A. T., Fil, J. E., Knight, L. C., Lam, F., Liang, Z. P. & Dilger, R. N., Feb 2018, In : Nutrients. 10, 2, 135.

Research output: Contribution to journalArticle

Macromolecule mapping of the brain using ultrashort-TE acquisition and reference-based metabolite removal

Lam, F., Li, Y., Clifford, B. & Liang, Z-P., May 2018, In : Magnetic Resonance in Medicine. 79, 5, p. 2460-2469 10 p.

Research output: Contribution to journalArticle

SERIAL transmit – parallel receive (STxPRx) MR imaging produces acceptable proton image uniformity without compromising field of view or SAR guidelines for human neuroimaging at 9.4 Tesla

Thulborn, K. R., Ma, C., Sun, C., Atkinson, I. C., Claiborne, T., Umathum, R., Wright, S. M. & Liang, Z. P., Aug 2018, In : Journal of Magnetic Resonance. 293, p. 145-153 9 p.

Research output: Contribution to journalArticle

Simultaneous QSM and metabolic imaging of the brain using SPICE

Peng, X., Lam, F., Li, Y., Clifford, B. & Liang, Z. P., Jan 2018, In : Magnetic Resonance in Medicine. 79, 1, p. 13-21 9 p.

Research output: Contribution to journalArticle

2017

A subspace approach to spectral quantification for MR spectroscopic imaging

Li, Y., Lam, F., Clifford, B. & Liang, Z. P., Oct 2017, In : IEEE Transactions on Biomedical Engineering. 64, 10, p. 2486-2489 4 p., 8013142.

Research output: Contribution to journalArticle

High-frame-rate full-vocal-tract 3D dynamic speech imaging

Fu, M., Barlaz, M. S., Holtrop, J. L., Perry, J. L., Kuehn, D. P., Shosted, R. K., Liang, Z. P. & Sutton, B. P., Apr 1 2017, In : Magnetic Resonance in Medicine. 77, 4, p. 1619-1629 11 p.

Research output: Contribution to journalArticle

High-resolution 1H-MRSI of the brain using short-TE SPICE

Ma, C., Lam, F., Ning, Q., Johnson, C. L. & Liang, Z. P., Feb 1 2017, In : Magnetic Resonance in Medicine. 77, 2, p. 467-479 13 p.

Research output: Contribution to journalArticle

High-resolution dynamic 31P-MRSI using a low-rank tensor model

Ma, C., Clifford, B., Liu, Y., Gu, Y., Lam, F., Yu, X. & Liang, Z. P., Aug 2017, In : Magnetic Resonance in Medicine. 78, 2, p. 419-428 10 p.

Research output: Contribution to journalArticle

Spectral Quantification for High-Resolution MR Spectroscopic Imaging with Spatiospectral Constraints

Ning, Q., Ma, C., Lam, F. & Liang, Z. P., May 2017, In : IEEE Transactions on Biomedical Engineering. 64, 5, p. 1178-1186 9 p., 7523255.

Research output: Contribution to journalArticle

2016

Accelerated High-Dimensional MR Imaging with Sparse Sampling Using Low-Rank Tensors

He, J., Liu, Q., Christodoulou, A. G., Ma, C., Lam, F. & Liang, Z. P., Sep 2016, In : IEEE transactions on medical imaging. 35, 9, p. 2119-2129 11 p., 7451247.

Research output: Contribution to journalArticle

A fast algorithm for denoising magnitude diffusion-weighted images with rank and edge constraints

Lam, F., Liu, D., Song, Z., Schuff, N. & Liang, Z. P., Jan 1 2016, In : Magnetic Resonance in Medicine. 75, 1, p. 433-440 8 p.

Research output: Contribution to journalArticle

Fast dynamic electron paramagnetic resonance (EPR) oxygen imaging using low-rank tensors

Christodoulou, A. G., Redler, G., Clifford, B., Liang, Z. P., Halpern, H. J. & Epel, B., Sep 1 2016, In : Journal of Magnetic Resonance. 270, p. 176-182 7 p.

Research output: Contribution to journalArticle

High-resolution 1H-MRSI of the brain using SPICE: Data acquisition and image reconstruction

Lam, F., Ma, C., Clifford, B., Johnson, C. L. & Liang, Z. P., Oct 1 2016, In : Magnetic Resonance in Medicine. 76, 4, p. 1059-1070 12 p.

Research output: Contribution to journalArticle

Improved low-rank filtering of magnetic resonance spectroscopic imaging data corrupted by noise and B0 field inhomogeneity

Liu, Y., Ma, C., Clifford, B. A., Lam, F., Johnson, C. L. & Liang, Z. P., Apr 1 2016, In : IEEE Transactions on Biomedical Engineering. 63, 4, p. 841-849 9 p., 7239580.

Research output: Contribution to journalArticle

Removal of nuisance signals from limited and sparse 1H MRSI data using a union-of-subspaces model

Ma, C., Lam, F., Johnson, C. L. & Liang, Z. P., Feb 1 2016, In : Magnetic Resonance in Medicine. 75, 2, p. 488-497 10 p.

Research output: Contribution to journalArticle

2015

Accelerated MR parameter mapping with low-rank and sparsity constraints

Zhao, B., Lu, W., Hitchens, T. K., Lam, F., Ho, C. & Liang, Z. P., Aug 1 2015, In : Magnetic Resonance in Medicine. 74, 2, p. 489-498 10 p.

Research output: Contribution to journalArticle

Design of multidimensional Shinnar-Le Roux radiofrequency pulses

Ma, C. & Liang, Z. P., Feb 1 2015, In : Magnetic Resonance in Medicine. 73, 2, p. 633-645 13 p.

Research output: Contribution to journalArticle

High-resolution dynamic speech imaging with joint low-rank and sparsity constraints

Fu, M., Zhao, B., Carignan, C., Shosted, R. K., Perry, J. L., Kuehn, D. P., Liang, Z. P. & Sutton, B. P., May 1 2015, In : Magnetic Resonance in Medicine. 73, 5, p. 1820-1832 13 p.

Research output: Contribution to journalArticle

2014

Accelerating cardiovascular magnetic resonance imaging: Signal processing meets nuclear spins [Life sciences]

Christodoulou, A. G., Kellman, P. & Liang, Z-P., Sep 2014, In : IEEE Signal Processing Magazine. 31, 5, p. 138-143 6 p., 6879590.

Research output: Contribution to journalArticle

A subspace approach to high-resolution spectroscopic imaging

Lam, F. & Liang, Z. P., Apr 2014, In : Magnetic Resonance in Medicine. 71, 4, p. 1349-1357 9 p.

Research output: Contribution to journalArticle

Denoising diffusion-weighted magnitude MR images using rank and edge constraints

Lam, F., Babacan, S. D., Haldar, J. P., Weiner, M. W., Schuff, N. & Liang, Z. P., Mar 1 2014, In : Magnetic Resonance in Medicine. 71, 3, p. 1272-1284 13 p.

Research output: Contribution to journalArticle

Improved subspace estimation for low-rank model-based accelerated cardiac imaging

Christodoulou, A. G., Hitchens, T. K., Wu, Y. L., Ho, C. & Liang, Z. P., Sep 2014, In : IEEE Transactions on Biomedical Engineering. 61, 9, p. 2451-2457 7 p., 6805216.

Research output: Contribution to journalArticle

Model-based MR parameter mapping with sparsity constraints: Parameter estimation and performance bounds

Zhao, B., Lam, F. & Liang, Z. P., Sep 2014, In : IEEE transactions on medical imaging. 33, 9, p. 1832-1844 13 p., 6813689.

Research output: Contribution to journalArticle

2013

Denoising MR spectroscopic imaging data with low-rank approximations

Nguyen, H. M., Peng, X., Do, M. N. & Liang, Z. P., Jan 7 2013, In : IEEE Transactions on Biomedical Engineering. 60, 1, p. 78-89 12 p., 6327614.

Research output: Contribution to journalArticle

High-resolution cardiovascular MRI by integrating parallel imaging with low-rankand sparse modeling

Christodoulou, A. G., Zhang, H., Zhao, B., Hitchens, T. K., Ho, C. & Liang, Z. P., Nov 4 2013, In : IEEE Transactions on Biomedical Engineering. 60, 11, p. 3083-3092 10 p., 6523138.

Research output: Contribution to journalArticle

Improved diffusion imaging through SNR-enhancing joint reconstruction

Haldar, J. P., Wedeen, V. J., Nezamzadeh, M., Dai, G., Weiner, M. W., Schuff, N. & Liang, Z. P., Jan 1 2013, In : Magnetic Resonance in Medicine. 69, 1, p. 277-289 13 p.

Research output: Contribution to journalArticle

More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs

Gai, J., Obeid, N., Holtrop, J. L., Wu, X. L., Lam, F., Fu, M., Haldar, J. P., Hwu, W. M. W., Liang, Z. P. & Sutton, B. P., May 2013, In : Journal of Parallel and Distributed Computing. 73, 5, p. 686-697 12 p.

Research output: Contribution to journalArticle

Reduced field-of-view excitation using second-order gradients and spatial-spectral radiofrequency pulses

Ma, C., Xu, D., King, K. F. & Liang, Z. P., Feb 1 2013, In : Magnetic Resonance in Medicine. 69, 2, p. 503-508 6 p.

Research output: Contribution to journalArticle

2012

Image reconstruction from highly under sampled (k, t)-space data with joint partial separability and sparsity constraints

Zhao, B., Haldar, J. P., Christodoulou, A. G. & Liang, Z. P., Oct 22 2012, In : IEEE transactions on medical imaging. 31, 9, p. 1809-1820 12 p., 6214613.

Research output: Contribution to journalArticle

2011

Compressed-sensing MRI with random encoding

Haldar, J. P., Hernando, D. & Liang, Z. P., Apr 1 2011, In : IEEE transactions on medical imaging. 30, 4, p. 893-903 11 p., 5599301.

Research output: Contribution to journalArticle

Deconvolved spatial light interference microscopy for live cell imaging

Haldar, J. P., Wang, Z., Popescu, G. & Liang, Z. P., Sep 1 2011, In : IEEE Transactions on Biomedical Engineering. 58, 9, p. 2489-2497 9 p., 5778951.

Research output: Contribution to journalArticle

Joint design of spoke trajectories and RF pulses for parallel excitation

Ma, C., Xu, D., King, K. F. & Liang, Z. P., Apr 1 2011, In : Magnetic Resonance in Medicine. 65, 4, p. 973-985 13 p.

Research output: Contribution to journalArticle

Opportunities to make a difference [President's message]

Liang, Z. P., Mar 2011, In : IEEE Pulse. 2, 2, p. 4 1 p., 5764330.

Research output: Contribution to journalArticle

Removal of olefinic fat chemical shift artifact in diffusion MRI

Hernando, D., Karampinos, D. C., King, K. F., Haldar, J. P., Majumdar, S., Georgiadis, J. G. & Liang, Z. P., Mar 1 2011, In : Magnetic Resonance in Medicine. 65, 3, p. 692-701 10 p.

Research output: Contribution to journalArticle

2010

Chemical shift-based water/fat separation: A comparison of signal models

Hernando, D., Liang, Z. P. & Kellman, P., Sep 1 2010, In : Magnetic Resonance in Medicine. 64, 3, p. 811-822 12 p.

Research output: Contribution to journalArticle

Improving temporal resolution of pulmonary perfusion imaging in rats using the partially separable functions model

Brinegar, C., Schmitter, S. S., Mistry, N. N., Johnson, G. A. & Liang, Z. P., Oct 2010, In : Magnetic Resonance in Medicine. 64, 4, p. 1162-1170 9 p.

Research output: Contribution to journalArticle

Parallel MRI using phased array coils

Ying, L. & Liang, Z. P., Jul 2010, In : IEEE Signal Processing Magazine. 27, 4, p. 90-98 9 p., 5484161.

Research output: Contribution to journalArticle

Robust water/fat separation in the presence of large field inhomogeneities using a graph cut algorithm

Hernando, D., Kellman, P., Haldar, J. P. & Liang, Z. P., Jan 1 2010, In : Magnetic Resonance in Medicine. 63, 1, p. 79-90 12 p.

Research output: Contribution to journalArticle

2009

Diffusion tensor imaging of mouse brain stem and cervical spinal cord

Kim, J. H., Haldar, J., Liang, Z. P. & Song, S. K., Jan 30 2009, In : Journal of Neuroscience Methods. 176, 2, p. 186-191 6 p.

Research output: Contribution to journalArticle

Multiecho dixon fat and water separation method for detecting fibrofatty infiltration in the myocardium

Keilman, P., Hernando, D., Shah, S., Zuehlsdorff, S., Jerecic, R., Mancini, C., Liang, Z. P. & Arai, A. E., Jan 1 2009, In : Magnetic Resonance in Medicine. 61, 1, p. 215-221 7 p.

Research output: Contribution to journalArticle

Real-time cardiac MRI using prior spatial-spectral information.

Brinegar, C., Zhang, H., Wu, Y. J. L., Foley, L. M., Hitchens, T., Ye, Q., Pocci, D., Lam, F., Ho, C. & Liang, Z. P., Dec 1 2009, In : Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference. p. 4383-4386 4 p.

Research output: Contribution to journalArticle

2008

Accelerating advanced MRI reconstructions on GPUs

Stone, S. S., Haldar, J. P., Tsao, S. C., Hwu, W. M. W., Sutton, B. P. & Liang, Z. P., Oct 1 2008, In : Journal of Parallel and Distributed Computing. 68, 10, p. 1307-1318 12 p.

Research output: Contribution to journalArticle