Fan Lam

40 papers A* 1Journal 20Unranked 18
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Adaptive, Disentangled Representation for Multidimensional MRI Reconstruction.
CoRR
Ruiyang Zhao, Fan Lam
2025 — conf
Latent Diffusion Based Adaptive Image Representation for Multidimensional MRI.
CAMSAP
Ruiyang Zhao, Jiachen Tu, Fan Lam
2025 J jnl
MR Spatiospectral Reconstruction Integrating Subspace Modeling and Self-Supervised Spatiotemporal Denoising.
IEEE Trans. Medical Imaging
Ruiyang Zhao, Zepeng Wang, Aaron T. Anderson, Graham Huesmann, Fan Lam
2025 A* conf
Score-based Self-supervised MRI Denoising.
ICLR
Jiachen Tu, Yaokun Shi, Fan Lam
2025 J jnl
Score-based Self-supervised MRI Denoising.
CoRR
Jiachen Tu, Yaokun Shi, Fan Lam
2024 J jnl
Denoising of 3D Magnetic resonance images based on balanced low-rank tensor and nonlocal self-similarity.
Biomed. Signal Process. Control.
Xiaotong Liu, Jingfei He, Peng Gao, Boudi Abdelmounim, Fan Lam
2024 J jnl
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.
IEEE Trans. Biomed. Eng.
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
2024 — conf
Learning Disentangled Representation for Multidimensional MR Image Reconstruction.
EMBC
Ruiyang Zhao, Zepeng Wang, Fan Lam
2024 J jnl
Multi-Parametric Molecular Imaging of the Brain Using Optimized Multi-TE Subspace MRSI.
IEEE Trans. Biomed. Eng.
Zepeng Wang, Yahang Li, Chang Cao, Aaron T. Anderson, Graham Huesmann, Fan Lam
2023 J jnl
High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models.
CoRR
Ruiyang Zhao, Xi Peng, Varun A. Kelkar, Mark A. Anastasio, Fan Lam
2023 J jnl
High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions.
IEEE Signal Process. Mag.
Fan Lam, Xi Peng, Zhi-Pei Liang
2022 J jnl
SNR Enhancement for Multi-TE MRSI Using Joint Low-Dimensional Model and Spatial Constraints.
IEEE Trans. Biomed. Eng.
Yahang Li, Zepeng Wang, Fan Lam
2021 J jnl
Separation of Metabolites and Macromolecules for Short-TE
IEEE Trans. Medical Imaging
Yahang Li, Zepeng Wang, Ruoyu Sun, Fan Lam
2020 J jnl
Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models.
IEEE Trans. Medical Imaging
Fan Lam, Yahang Li, Xi Peng
2020 — conf
High-Resolution 3D Spin-Echo MRSI Using Interleaved Water Navigators, Sparse Sampling and Subspace-Based Processing.
EMBC
Ruo-Jing Ho, Fan Lam
2020 J jnl
High-Resolution Dynamic
IEEE Trans. Biomed. Eng.
Bryan A. Clifford, Yuning Gu, Yuchi Liu, Kihwan Kim, Sherry Huang, Yudu Li, Fan Lam, Zhi-Pei Liang, Xin Yu
2020 — conf
Separation of Metabolite and Macromolecule Signals for
ISBI
Yahang Li, Zepeng Wang, Fan Lam
2017 J jnl
A Subspace Approach to Spectral Quantification for MR Spectroscopic Imaging.
IEEE Trans. Biomed. Eng.
Yudu Li, Fan Lam, Bryan A. Clifford, Zhi-Pei Liang
2017 J jnl
Spectral Quantification for High-Resolution MR Spectroscopic Imaging With Spatiospectral Constraints.
IEEE Trans. Biomed. Eng.
Qiang Ning, Chao Ma, Fan Lam, Zhi-Pei Liang
2016 J jnl
Accelerated High-Dimensional MR Imaging With Sparse Sampling Using Low-Rank Tensors.
IEEE Trans. Medical Imaging
Jingfei He, Qiegen Liu, Anthony G. Christodoulou, Chao Ma, Fan Lam, Zhi-Pei Liang
2016 J jnl
Image Reconstruction Using Analysis Model Prior.
Comput. Math. Methods Medicine
Yu Han, Huiqian Du, Fan Lam, Wenbo Mei, Liping Fang
2016 J jnl
Improved Low-Rank Filtering of Magnetic Resonance Spectroscopic Imaging Data Corrupted by Noise and B
IEEE Trans. Biomed. Eng.
Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang
2015 — —
A subspace approach to high-resolution magnetic resonance spectroscopic imaging
Fan Lam
2015 — conf
High temporal resolution functional MRI with partial separability model.
EMBC
Giang-Chau Ngo, Joseph L. Holtrop, Maojing Fu, Fan Lam, Bradley P. Sutton
2015 — conf
Joint estimation of spherical harmonic coefficients from magnitude diffusion-weighted images with sparsity constraints.
ISBI
Fan Lam, Bo Zhao, Zhi-Pei Liang
2015 — conf
Maximum likelihood reconstruction for magnetic resonance fingerprinting.
ISBI
Bo Zhao, Fan Lam, Berkin Bilgic, Huihui Ye, Kawin Setsompop
2014 — conf
Field-inhomogeneity-corrected low-rank filtering of magnetic resonance spectroscopic imaging data.
EMBC
Yan Liu, Chao Ma, Bryan A. Clifford, Fan Lam, Curtis L. Johnson, Zhi-Pei Liang
2014 — conf
Improved image reconstruction for subspace-based spectroscopic imaging using non-quadratic regularization.
EMBC
Zheng-Hua Wu, Fan Lam, Chao Ma, Zhi-Pei Liang
2014 J jnl
Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator.
Medical Image Anal.
Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Jianhui Zhong, Zhong Chen
2014 J jnl
Model-Based MR Parameter Mapping With Sparsity Constraints: Parameter Estimation and Performance Bounds.
IEEE Trans. Medical Imaging
Bo Zhao, Fan Lam, Zhi-Pei Liang
2013 — conf
Magnetic resonance image reconstruction using similarities learnt from multi-modal images.
ChinaSIP
Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Zhong Chen
2013 — conf
Model-based MR parameter mapping with sparsity constraint.
ISBI
Bo Zhao, Fan Lam, Wenmiao Lu, Zhi-Pei Liang
2013 J jnl
More IMPATIENT: A gridding-accelerated Toeplitz-based strategy for non-Cartesian high-resolution 3D MRI on GPUs.
J. Parallel Distributed Comput.
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
2013 — conf
Performance analysis of denoising with low-rank and sparsity constraints.
ISBI
Fan Lam, Chao Ma, Zhi-Pei Liang
2012 — conf
Denoising diffusion-weighted MR magnitude image sequences using low rank and edge constraints.
ISBI
Fan Lam, S. Derin Babacan, Justin P. Haldar, Norbert Schuff, Zhi-Pei Liang
2012 — conf
Interventional MRI with sparse sampling using union-of-subspaces.
ISBI
S. Derin Babacan, Fan Lam, Xi Peng, Minh N. Do, Zhi-Pei Liang
2011 — conf
Advanced MRI reconstruction toolbox with accelerating on GPU.
Parallel Processing for Imaging Applications
Xiaolong Wu, Yue Zhuo, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Wen-mei W. Hwu, Zhi-Pei Liang, Bradley P. Sutton
2011 — conf
Impatient MRI: Illinois Massively Parallel Acceleration Toolkit for image reconstruction with enhanced throughput in MRI.
ISBI
Xiaolong Wu, Jiading Gai, Fan Lam, Maojing Fu, Justin P. Haldar, Yue Zhuo, Zhi-Pei Liang, Wen-mei W. Hwu, Bradley P. Sutton
2011 — conf
Motion compensation for reference-constrained image reconstruction from limited data.
ISBI
Fan Lam, Justin P. Haldar, Zhi-Pei Liang
2011 — conf
Reference-driven MR image reconstruction with sparsity and support constraints.
ISBI
Xi Peng, Huiqian Du, Fan Lam, S. Derin Babacan, Zhi-Pei Liang