Zhi-Pei Liang
Affiliations: | University of Illinois, Urbana-Champaign, Urbana-Champaign, IL |
Area:
Electronics and Electrical Engineering, Computer ScienceGoogle:
"Zhi-Pei Liang"Children
Sign in to add trainee| Mark B. Skouson | grad student | 2000 | UIUC |
| Hao Pan | grad student | 2001 | UIUC |
| Jim X. Ji | grad student | 2003 | UIUC |
| Dan Xu | grad student | 2007 | UIUC |
| Diego Hernando | grad student | 2010 | UIUC |
| Justin P. Haldar | grad student | 2011 | UIUC |
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Publications
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| Guan Y, Li Y, Ke Z, et al. (2024) Learning-Assisted Fast Determination of Regularization Parameter in Constrained Image Reconstruction. Ieee Transactions On Bio-Medical Engineering |
| Guan Y, Li Y, Liu R, et al. (2023) Subspace Model-Assisted Deep Learning for Improved Image Reconstruction. Ieee Transactions On Medical Imaging |
| Jin R, Li Y, Shosted RK, et al. (2023) Optimization of 3D dynamic speech MRI: Poisson-disc undersampling and locally higher-rank reconstruction through partial separability model with regional optimized temporal basis. Magnetic Resonance in Medicine |
| Lam F, Peng X, Liang ZP. (2023) High-Dimensional MR Spatiospectral Imaging by Integrating Physics-Based Modeling and Data-Driven Machine Learning: Current progress and future directions. Ieee Signal Processing Magazine. 40: 101-115 |
| Tang L, Zhao Y, Li Y, et al. (2022) JSENSE-Pro: Joint sensitivity estimation and image reconstruction in parallel imaging using pre-learned subspaces of coil sensitivity functions. Magnetic Resonance in Medicine |
| Li Y, Zhao Y, Guo R, et al. (2021) Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging. Ieee Transactions On Medical Imaging |
| Zhao Y, Guo R, Li Y, et al. (2021) High-resolution sodium imaging using anatomical and sparsity constraints for denoising and recovery of novel features. Magnetic Resonance in Medicine |
| Guo R, Zhao Y, Li Y, et al. (2020) Simultaneous QSM and metabolic imaging of the brain using SPICE: Further improvements in data acquisition and processing. Magnetic Resonance in Medicine |
| Tang L, Zhao Y, Li Y, et al. (2020) Accelerated J-resolved H-MRSI with limited and sparse sampling of ( -space. Magnetic Resonance in Medicine |
| Clifford B, Gu Y, Liu Y, et al. (2020) High-Resolution Dynamic P-MR Spectroscopic Imaging for Mapping Mitochondrial Function. Ieee Transactions On Bio-Medical Engineering |