Fan Lam

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 19

Top Topics

Magnetic Resonance

Sparsity Constraints

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Trans. Medical Imaging

Publications

Zepeng Wang, Yahang Li, Chang Cao, Aaron Anderson, Graham Huesmann, Fan Lam
Multi-Parametric Molecular Imaging of the Brain Using Optimized Multi-TE Subspace MRSI. IEEE Trans. Biomed. Eng. 71 (6) (2024)
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 (2024)
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) (2024)
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) (2023)
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models. CoRR (2023)
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) (2022)
Yahang Li, Zepeng Wang, Ruoyu Sun, Fan Lam
H-MRSI Using Learned Component-Specific Representations. IEEE Trans. Medical Imaging 40 (4) (2021)
Bryan A. Clifford, Yuning Gu, Yuchi Liu, Kihwan Kim, Sherry Huang, Yudu Li, Fan Lam, Zhi-Pei Liang, Xin Yu
P-MR Spectroscopic Imaging for Mapping Mitochondrial Function. IEEE Trans. Biomed. Eng. 67 (10) (2020)
Yahang Li, Zepeng Wang, Fan Lam
H-Mrsi Using Learned Nonlinear Models. ISBI (2020)
Fan Lam, Yahang Li, Xi Peng
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models. IEEE Trans. Medical Imaging 39 (3) (2020)
Ruo-Jing Ho, Fan Lam
High-Resolution 3D Spin-Echo MRSI Using Interleaved Water Navigators, Sparse Sampling and Subspace-Based Processing. EMBC (2020)
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) (2017)
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) (2017)
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) (2016)
Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang
Field Inhomogeneity. IEEE Trans. Biomed. Eng. 63 (4) (2016)
Yu Han, Huiqian Du, Fan Lam, Wenbo Mei, Liping Fang
Image Reconstruction Using Analysis Model Prior. Comput. Math. Methods Medicine 2016 (2016)
Fan Lam, Bo Zhao, Zhi-Pei Liang
Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints. ISBI (2015)
Giang-Chau Ngo, Joseph L. Holtrop, Maojing Fu, Fan Lam, Bradley P. Sutton
High temporal resolution functional MRI with partial separability model. EMBC (2015)
Bo Zhao, Fan Lam, Berkin Bilgic, Huihui Ye, Kawin Setsompop
Maximum likelihood reconstruction for magnetic resonance fingerprinting. ISBI (2015)
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) (2014)
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) (2014)
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)
Zheng-Hua Wu, Fan Lam, Chao Ma, Zhi-Pei Liang
Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization. EMBC (2014)
Bo Zhao, Fan Lam, Wenmiao Lu, Zhi-Pei Liang
Model-based MR parameter mapping with sparsity constraint. ISBI (2013)
Fan Lam, Chao Ma, Zhi-Pei Liang
Performance analysis of denoising with low-rank and sparsity constraints. ISBI (2013)
Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Zhong Chen
Magnetic resonance image reconstruction using similarities learnt from multi-modal images. ChinaSIP (2013)
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) (2013)
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)
S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang
Interventional MRI with sparse sampling using union-of-subspaces. ISBI (2012)
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)
Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang
Reference-driven MR image reconstruction with sparsity and support constraints. ISBI (2011)
Fan Lam, Justin P. Haldar, Zhi-Pei Liang
Motion compensation for reference-constrained image reconstruction from limited data. ISBI (2011)
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)