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2020 – today
- 2024
[j16]Xiaotong Liu, Jingfei He, Peng Gao, Boudi Abdelmounim, Fan Lam:
Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity. Biomed. Signal Process. Control. 96: 106588 (2024)- [j15]Zepeng Wang
, Yahang Li, Chang Cao, Aaron T. Anderson, Graham Huesmann, Fan Lam:
Multi-Parametric Molecular Imaging of the Brain Using Optimized Multi-TE Subspace MRSI. IEEE Trans. Biomed. Eng. 71(6): 1732-1744 (2024) - [j14]Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam:
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models. IEEE Trans. Biomed. Eng. 71(6): 1969-1979 (2024) - 2023
- [j13]Fan Lam, Xi Peng, Zhi-Pei Liang:
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions. IEEE Signal Process. Mag. 40(2): 101-115 (2023) - [i1]Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam:
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models. CoRR abs/2306.08630 (2023) - 2022
- [j12]Yahang Li, Zepeng Wang, Fan Lam:
SNR Enhancement for Multi-TE MRSI Using Joint Low-Dimensional Model and Spatial Constraints. IEEE Trans. Biomed. Eng. 69(10): 3087-3097 (2022) - 2021
- [j11]Yahang Li, Zepeng Wang, Ruoyu Sun, Fan Lam:
Separation of Metabolites and Macromolecules for Short-TE 1H-MRSI Using Learned Component-Specific Representations. IEEE Trans. Medical Imaging 40(4): 1157-1167 (2021) - 2020
- [j10]Bryan A. Clifford, Yuning Gu, Yuchi Liu, Kihwan Kim, Sherry Huang, Yudu Li, Fan Lam, Zhi-Pei Liang, Xin Yu:
High-Resolution Dynamic 31P-MR Spectroscopic Imaging for Mapping Mitochondrial Function. IEEE Trans. Biomed. Eng. 67(10): 2745-2753 (2020) - [j9]Fan Lam, Yahang Li, Xi Peng:
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models. IEEE Trans. Medical Imaging 39(3): 545-555 (2020) - [c16]Ruo-Jing Ho, Fan Lam:
High-Resolution 3D Spin-Echo MRSI Using Interleaved Water Navigators, Sparse Sampling and Subspace-Based Processing. EMBC 2020: 1465-1468 - [c15]Yahang Li, Zepeng Wang, Fan Lam:
Separation of Metabolite and Macromolecule Signals for 1 H-Mrsi Using Learned Nonlinear Models. ISBI 2020: 1-4
2010 – 2019
- 2017
- [j8]Qiang Ning, Chao Ma, Fan Lam, Zhi-Pei Liang:
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints. IEEE Trans. Biomed. Eng. 64(5): 1178-1186 (2017) - [j7]Yudu Li, Fan Lam, Bryan A. Clifford, Zhi-Pei Liang:
A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging. IEEE Trans. Biomed. Eng. 64(10): 2486-2489 (2017) - 2016
- [j6]Yu Han, Huiqian Du, Fan Lam, Wenbo Mei, Liping Fang:
Image Reconstruction Using Analysis Model Prior. Comput. Math. Methods Medicine 2016: 7571934:1-7571934:15 (2016) - [j5]Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang:
Improved Low-Rank Filtering of Magnetic Resonance Spectroscopic Imaging Data Corrupted by Noise and B0 Field Inhomogeneity. IEEE Trans. Biomed. Eng. 63(4): 841-849 (2016) - [j4]Jingfei He, Qiegen Liu, Anthony G. Christodoulou, Chao Ma, Fan Lam, Zhi-Pei Liang:
Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors. IEEE Trans. Medical Imaging 35(9): 2119-2129 (2016) - 2015
- [b1]Fan Lam:
A subspace approach to high-resolution magnetic resonance spectroscopic imaging. University of Illinois Urbana-Champaign, USA, 2015 - [c14]Giang-Chau Ngo, Joseph L. Holtrop, Maojing Fu, Fan Lam, Bradley P. Sutton:
High temporal resolution functional MRI with partial separability model. EMBC 2015: 7482-7485 - [c13]Bo Zhao, Fan Lam, Berkin Bilgic, Huihui Ye, Kawin Setsompop:
Maximum likelihood reconstruction for magnetic resonance fingerprinting. ISBI 2015: 905-909 - [c12]Fan Lam, Bo Zhao, Zhi-Pei Liang:
Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints. ISBI 2015: 947-950 - 2014
- [j3]Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Jianhui Zhong, Zhong Chen:
Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator. Medical Image Anal. 18(6): 843-856 (2014) - [j2]Bo Zhao, Fan Lam, Zhi-Pei Liang:
Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds. IEEE Trans. Medical Imaging 33(9): 1832-1844 (2014) - [c11]Zheng-Hua Wu, Fan Lam, Chao Ma, Zhi-Pei Liang:
Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization. EMBC 2014: 2432-2435 - [c10]Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang:
Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data. EMBC 2014: 6422-6425 - 2013
- [j1]Jiading Gai, Nady Obeid, Joseph L. Holtrop, Xiaolong Wu, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton:
More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs. J. Parallel Distributed Comput. 73(5): 686-697 (2013) - [c9]Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Zhong Chen:
Magnetic resonance image reconstruction using similarities learnt from multi-modal images. ChinaSIP 2013: 264-268 - [c8]Bo Zhao, Fan Lam, Wenmiao Lu, Zhi-Pei Liang:
Model-based MR parameter mapping with sparsity constraint. ISBI 2013: 1-4 - [c7]Fan Lam, Chao Ma, Zhi-Pei Liang:
Performance analysis of denoising with low-rank and sparsity constraints. ISBI 2013: 1223-1226 - 2012
- [c6]S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang:
Interventional MRI with sparse sampling using union-of-subspaces. ISBI 2012: 314-317 - [c5]Fan Lam, S. Derin Babacan, Justin P. Haldar, Norbert Schuff, Zhi-Pei Liang:
Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints. ISBI 2012: 1401-1404 - 2011
- [c4]Xiaolong Wu, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Yue Zhuo, Zhi-Pei Liang, Wen-mei W. Hwu, Bradley P. Sutton:
Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI. ISBI 2011: 69-72 - [c3]Fan Lam, Justin P. Haldar, Zhi-Pei Liang:
Motion compensation for reference-constrained image reconstruction from limited data. ISBI 2011: 73-76 - [c2]Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang:
Reference-driven MR image reconstruction with sparsity and support constraints. ISBI 2011: 89-92 - [c1]Xiaolong Wu, Yue Zhuo, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton:
Advanced MRI reconstruction toolbox with accelerating on GPU. Parallel Processing for Imaging Applications 2011: 78720Q
Coauthor Index
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