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Research Output 2009 2020

  • 20 Article
  • 12 Conference contribution
  • 1 Review article
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Article
2019

Ultrafast magnetic resonance spectroscopic imaging using SPICE with learned subspaces

Lam, F., Li, Y., Guo, R., Clifford, B. & Liang, Z. P., Jan 1 2019, (Accepted/In press) In : Magnetic Resonance in Medicine. 83, 2, p. 377-390 14 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Learning
Water
Physics
Brain
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

repletion
Neuroimaging
Swine
Iron
iron

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

Brain Mapping
Signal-To-Noise Ratio
Brain
Spectrum Analysis
Magnetic Resonance Imaging

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

Neuroimaging
Water
Architectural Accessibility
Brain
Signal-To-Noise Ratio
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

Magnetic resonance
Imaging techniques
Parameter estimation
Molecules

High-resolution 1 H-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

Brain
Signal-To-Noise Ratio
Lipids
Water
Datasets

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

Computer-Assisted Image Processing

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

Magnetic resonance
Imaging techniques
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

Image reconstruction
Tensors
Computer-Assisted Image Processing
Sampling
Imaging techniques

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

Joints
Hippocampus
Direction compound
Datasets

High-resolution 1 H-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

Computer-Assisted Image Processing
Neuroimaging
Echo-Planar Imaging
Brain
Magnetic Resonance Imaging

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

Computer-Assisted Image Processing
Image Reconstruction
Model Analysis
Image reconstruction
Iterative Detection

Improved low-rank filtering of magnetic resonance spectroscopic imaging data corrupted by noise and B 0 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

Magnetic resonance
Imaging techniques
Signal to noise ratio
Tissue

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

Lipids
Water
Brain
Magnetic Resonance Imaging
Datasets
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

Magnetic Resonance Spectroscopy
Brain Mapping
Joints
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

Signal-To-Noise Ratio
Echo-Planar Imaging
Computer-Assisted Image Processing
Magnetic Resonance Imaging
Computer Simulation

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

Noise
Diffusion Tensor Imaging
Signal-To-Noise Ratio
Quality Improvement
Magnetic Resonance Spectroscopy

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

Computer-Assisted Image Processing
Magnetic resonance
Image reconstruction
Magnetic resonance imaging
Compressed sensing

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

Parameter estimation
Benchmarking
Computer Simulation
Magnetic resonance
Magnetic Resonance Spectroscopy
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

Compressed sensing
Computer-Assisted Image Processing
Image reconstruction
Imaging techniques
Magnetic resonance