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Research Output

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

Post-operative electrode placement prediction in deep brain stimulation using support vector regression

Singer, A., Zhang, C., Wang, T., Qiu, S., Li, D., Du, Y., Liang, Z. P., Herman, P., Sun, B. & Feng, Y., Aug 24 2019, ISICDM 2019 - Conference Proceedings: 3rd International Symposium on Image Computing and Digital Medicine. Association for Computing Machinery, p. 202-207 6 p. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Spatiotemporal-atlas-based dynamic speech imaging

Fu, M., Woo, J., Liang, Z. P. & Sutton, B. P., Jan 1 2016, Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. & Krol, A. (eds.). SPIE, 978804. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 9788).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Encoding and decoding with prior knowledge: From SLIM to SPICE

Ma, C., Lam, F. & Liang, Z-P., 2015, In : eMagRes. 4, 2, p. 535-542 8 p.

Research output: Contribution to journalReview article

High-resolution dynamic speech imaging with deformation estimation

Fu, M., Barlaz, M. S., Shosted, R. K., Liang, Z. P. & Sutton, B. P., Nov 4 2015, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Institute of Electrical and Electronics Engineers Inc., p. 1568-1571 4 p. 7318672. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Image Reconstruction in MRI

Ying, L. & Liang, Z-P., Feb 14 2015, Acquisition Methods, Methods and Modeling. Elsevier Inc., Vol. 1. p. 223-229 7 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints

Lam, F., Zhao, B. & Liang, Z-P., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, p. 947-950 4 p. 7164027. (Proceedings - International Symposium on Biomedical Imaging; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Spectral estimation for magnetic resonance spectroscopic imaging with spatial sparsity constraints

Ning, Q., Ma, C. & Liang, Z-P., Jul 21 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, Vol. 2015-July. p. 1482-1485 4 p. 7164157

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data

Liu, Y., Ma, C., Clifford, B., Lam, F., Johnson, C. L. & Liang, Z. P., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 6422-6425 4 p. 6945098. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization

Wu, Z. H., Lam, F., Ma, C. & Liang, Z. P., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 2432-2435 4 p. 6944113. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Self-navigated low-rank MRI for MPIO-labeled immune cell imaging of the heart

Christodoulou, A. G., Wu, Y. L., Hitchens, T. K., Ho, C. & Liang, Z. P., Nov 2 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers Inc., p. 1529-1532 4 p. 6943893. (2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Model-based MR parameter mapping with sparsity constraint

Zhao, B., Lam, F., Lu, W. & Liang, Z. P., Aug 22 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1-4 4 p. 6556397. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

Observations of perseverative coarticulation in lateral approximants using MRI

Wong, N., Fu, M., Liang, Z. P., Shosted, R. K. & Sutton, B. P., 2013, Contributions to the 14th Annual Conference on Speech Communication (Interspeech), Lyon, France. p. 612-616 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Performance analysis of denoising with low-rank and sparsity constraints

Lam, F., Ma, C. & Liang, Z-P., Aug 22 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. p. 1223-1226 4 p. 6556701. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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

2012: A new era for EMBS [President's Message]

Liang, Z. P., Dec 26 2012, In : IEEE Pulse. 3, 6, 1 p., 6378567.

Research output: Contribution to journalEditorial

2012-an exciting year for the EMBS

Liang, Z-P., Jan 1 2012, In : IEEE Pulse. 3, 1, 1 p., 6153122.

Research output: Contribution to journalComment/debate

Accelerating cardiovascular imaging by exploiting regional low-rank structure via group sparsity

Christodoulou, A. G., Babacan, S. D. & Liang, Z. P., Aug 15 2012, 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012 - Proceedings. p. 330-333 4 p. 6235551. (Proceedings - International Symposium on Biomedical Imaging).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A mobile NMR system with full spectroscopy capability

Ma, C. & Liang, Z. P., Dec 14 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 4022-4025 4 p. 6346849. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution