Accelerated MRI using compressed sensing, parallel imaging, model-based reconstruction, low-rank and machine learning.

Simultaneous brain and neck time‐of‐flight MRA using spiral multiband with localized quadratic encoding

X Peng, D Wang, D Borup, G Krishnamoorthy, JG Pipe

Magnetic resonance in medicine 92 (3), 1095-1103

High-dimensional MR reconstruction integrating subspace and adaptive generative models

R Zhao, X Peng, VA Kelkar, MA Anastasio, F Lam

IEEE Transactions on Biomedical Engineering 71 (6), 1969-1979

JSENSE-Pro: joint sensitivity estimation and image reconstruction in parallel imaging using p re‐learned subspaces of coil sensitivity functions

L Tang, Y Zhao, Y Li, R Guo, B Cai, J Wang, Y Li, ZP Liang, X Peng, J Luo

Magnetic resonance in medicine 89 (4), 1531-1542

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

X Peng, BP Sutton, F Lam, ZP Liang

Magnetic resonance in medicine 87 (4), 1894-1902

Incorporating-reference-guided-priors-into-calibrationless-parallel-imaging-reconstruction

Q Zhu, W Wang, J Cheng, X Peng

Magnetic resonance imaging 57, 347-358

Direct diffusion tensor estimation using a model‐based method with spatial and parametric constraints

Y Zhu, X Peng, Y Wu, EX Wu, L Ying, X Liu, H Zheng, D Liang

Medical Physics 44 (2), 570-580

Accelerated exponential parameterization of T2 relaxation with model‐driven low rank and sparsity priors (MORASA)

X Peng, L Ying, Y Liu, J Yuan, X Liu, D Liang

Magnetic resonance in medicine 76 (6), 1865-1878

Accelerating magnetic resonance imaging via deep learning

S Wang, Z Su, L Ying, X Peng, S Zhu, F Liang, D Feng, D Liang

2016 IEEE 13th international symposium on biomedical imaging (ISBI), 514-517

Incorporating reference in parallel imaging and compressed sensing

X Peng, L Ying, Q Liu, Y Zhu, Y Liu, X Qu, X Liu, H Zheng, D Liang

Magnetic resonance in medicine 73 (4), 1490-1504

MR image reconstruction with convolutional characteristic constraint (CoCCo)

X Peng, D Liang

IEEE Signal Processing Letters 22 (8), 1184-1188

Exploiting parameter sparsity in model-based reconstruction to accelerate proton density and T2 mapping

X Peng, X Liu, H Zheng, D Liang

Medical engineering & physics 36 (11), 1428-1435