High-dimensional MR spatiospectral imaging by integrating physics-based modeling and data-driven machine learning: Current progress and future directions

F Lam, X Peng, ZP Liang

IEEE signal processing magazine 40 (2), 101-115

Constrained Dipole Inversion Using Jointly Learned Local Field and Susceptibility Priors

X Peng

2023 ISMRM and ISMRT Annual Meeting and Exhibition, 01042

Simultaneous QSM and MR elastography of the brain using spiral staircase

X Peng, J Pipe

Proceedings: ISMRM & SMRT Virtual Conference & Exhibition, Paris, France

Constrained magnetic resonance spectroscopic imaging by learning nonlinear low-dimensional models

F Lam, Y Li, X Peng

IEEE transactions on medical imaging 39 (3), 545-555

Simultaneous QSM and metabolic imaging of the brain using SPICE

X Peng, F Lam, Y Li, B Clifford, ZP Liang

Magnetic resonance in medicine 79 (1), 13-21

Further accelerating SPICE for ultrafast MRSI using learned spectral features

F Lam, Y Li, R Guo, B Clifford, X Peng, ZP Liang

Proc. Intl. Soc. Mag. Reson. Med 26, 1058

Removal of water sidebands from 1H-MRSI data acquired without water suppression

Y Li, F Lam, R Guo, B Clifford, X Peng, ZP Liang

Proceedings of the Joint Annual Meeting of ISMRM-ESMRMB, Paris, France, 288

Constrained MRSI reconstruction using water side information with a kernel-based method

Y Li, F Lam, B Clifford, R Guo, X Peng, ZP Liang

Proc. Int. Soc. Magn. Reson. Med, 0166

Constrained Dipole Inversion for Quantitative Susceptibility Mapping Using a" Kernel+ Sparse" Model

X Peng, Y Li, F Lam, R Guo, B Clifford, ZP Liang

2018 ISMRM and ISMRT Annual Meeting and Exhibition

Motion Correction for 1H-MRSI of the Brain Using Unsuppressed Water Signals

B Clifford, X Peng, Y Li, ZP Liang, F Lam

2017 ISMRM and ISMRT Annual Meeting and Exhibition

Simultaneous mapping of brain metabolites, macromolecules and tissue susceptibility using SPICE

F Lam, Y Li, B Clifford, X Peng, ZP Liang

Proceedings of the 25th Annual Meeting of ISMRM, Honolulu, Hawaii, USA, 1249

Quantitative Susceptibility Mapping from Unsuppressed Water Signals in 1H-MRSI Data

X Peng, F Lam, B Clifford, Y Li, ZP Liang

2017 ISMRM and ISMRT Annual Meeting and Exhibition