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Research Output

  • 22 Article
  • 13 Conference contribution
  • 1 Review article
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2020

Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models

Lam, F., Li, Y. & Peng, X., Mar 2020, In : IEEE transactions on medical imaging. 39, 3, p. 545-555 11 p., 8770102.

Research output: Contribution to journalArticle

Intravoxel B0 inhomogeneity corrected reconstruction using a low-rank encoding operator

Lam, F. & Sutton, B. P., Jan 1 2020, (Accepted/In press) In : Magnetic Resonance in Medicine.

Research output: Contribution to journalArticle

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

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

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-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

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

Image Reconstruction Using Analysis Model Prior

Han, Y., Du, H., Lam, F., Mei, W. & Fang, L., Jan 1 2016, In : Computational and Mathematical Methods in Medicine. 2016, 7571934.

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

2014

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

Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator

Qu, X., Hou, Y., Lam, F., Guo, D., Zhong, J. & Chen, Z., Aug 2014, In : Medical Image Analysis. 18, 6, p. 843-856 14 p.

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

2012

Compressed sensing MR image reconstruction using a motion-compensated reference

Du, H. & Lam, F., Sep 1 2012, In : Magnetic Resonance Imaging. 30, 7, p. 954-963 10 p.

Research output: Contribution to journalArticle