Xi Peng

High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions

Zhi-Pei Liang, F. Lam, Xi Peng, 2023, IEEE Signal Processing Magazine.

SC2Net: Sparse LSTMs for Sparse Coding

Ivor W. Tsang, Yong Liu, Hao Yang, 2018, AAAI.

Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations

Minh N. Do, Zhi-Pei Liang, Hien M. Nguyen, 2013, IEEE Transactions on Biomedical Engineering.

Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization

Di Guo, Xiaobo Qu, Zongying Lai, 2021, IEEE Transactions on Medical Imaging.

DeepSENSE: Learning coil sensitivity functions for SENSE reconstruction using deep learning

Zhi-Pei Liang, B. Sutton, F. Lam, 2021, Magnetic resonance in medicine.

High-Dimensional MR Reconstruction Integrating Subspace and Adaptive Generative Models

Varun A. Kelkar, M. Anastasio, F. Lam, 2023, arXiv.org.

Simultaneous QSM and metabolic imaging of the brain using SPICE

Zhi-Pei Liang, Fan Lam, Bryan Clifford, 2018, Magnetic resonance in medicine.

Constrained Magnetic Resonance Spectroscopic Imaging by Learning Nonlinear Low-Dimensional Models

Xi Peng, Fan Lam, Yahang Li, 2020, IEEE Transactions on Medical Imaging.

Interventional MRI with sparse sampling using union-of-subspaces

Minh N. Do, Zhi-Pei Liang, Xi Peng, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).