Fan Lam
Orcid: 0000-0002-4124-0663
According to our database1,
Fan Lam
authored at least 31 papers
between 2011 and 2023.
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Bibliography
2023
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions.
IEEE Signal Process. Mag., March, 2023
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.
CoRR, 2023
2022
SNR Enhancement for Multi-TE MRSI Using Joint Low-Dimensional Model and Spatial Constraints.
IEEE Trans. Biomed. Eng., 2022
2021
Separation of Metabolites and Macromolecules for Short-TE <sup>1</sup>H-MRSI Using Learned Component-Specific Representations.
IEEE Trans. Medical Imaging, 2021
2020
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models.
IEEE Trans. Medical Imaging, 2020
High-Resolution Dynamic <sup>31</sup>P-MR Spectroscopic Imaging for Mapping Mitochondrial Function.
IEEE Trans. Biomed. Eng., 2020
Separation of Metabolite and Macromolecule Signals for <sup>1</sup> H-Mrsi Using Learned Nonlinear Models.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
High-Resolution 3D Spin-Echo MRSI Using Interleaved Water Navigators, Sparse Sampling and Subspace-Based Processing.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2017
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints.
IEEE Trans. Biomed. Eng., 2017
IEEE Trans. Biomed. Eng., 2017
2016
IEEE Trans. Medical Imaging, 2016
Improved Low-Rank Filtering of Magnetic Resonance Spectroscopic Imaging Data Corrupted by Noise and B<sub>0</sub> Field Inhomogeneity.
IEEE Trans. Biomed. Eng., 2016
Comput. Math. Methods Medicine, 2016
2015
PhD thesis, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds.
IEEE Trans. Medical Imaging, 2014
Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator.
Medical Image Anal., 2014
Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs.
J. Parallel Distributed Comput., 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Magnetic resonance image reconstruction using similarities learnt from multi-modal images.
Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013
2012
Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
2011
Proceedings of the Conference on Parallel Processing for Imaging Applications 2011, 2011
Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Motion compensation for reference-constrained image reconstruction from limited data.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011