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Xinwen Liu
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Deep learning in magnetic resonance image reconstruction
SS Chandra, M Bran Lorenzana, X Liu, S Liu, S Bollmann, S Crozier
Journal of Medical Imaging and Radiation Oncology 65 (5), 564-577, 2021
402021
Recurrence plot-based approach for cardiac arrhythmia classification using inception-ResNet-v2
H Zhang, C Liu, Z Zhang, Y Xing, X Liu, R Dong, Y He, L Xia, F Liu
Frontiers in physiology 12, 648950, 2021
342021
Integrating model-and data-driven methods for synchronous adaptive multi-band image fusion
S Lin, Z Han, D Li, J Zeng, X Yang, X Liu, F Liu
Information Fusion 54, 145-160, 2020
262020
Universal undersampled mri reconstruction
X Liu, J Wang, F Liu, SK Zhou
International Conference on Medical Image Computing and Computer-Assisted …, 2021
222021
On the regularization of feature fusion and mapping for fast MR multi-contrast imaging via iterative networks
X Liu, J Wang, H Sun, SS Chandra, S Crozier, F Liu
Magnetic resonance imaging 77, 159-168, 2021
172021
Electrocardiogram reconstruction based on compressed sensing
Z Zhang, X Liu, S Wei, H Gan, F Liu, Y Li, C Liu, F Liu
IEEE Access 7, 37228-37237, 2019
172019
Deep unregistered multi-contrast MRI reconstruction
X Liu, J Wang, J Jin, M Li, F Tang, S Crozier, F Liu
Magnetic Resonance Imaging 81, 33-41, 2021
132021
Constrained backtracking matching pursuit algorithm for image reconstruction in compressed sensing
X Bi, L Leng, C Kim, X Liu, Y Du, F Liu
Applied Sciences 11 (4), 1435, 2021
122021
Optimizing multicontrast MRI reconstruction with shareable feature aggregation and selection
X Liu, J Wang, S Lin, S Crozier, F Liu
NMR in Biomedicine 34 (8), e4540, 2021
82021
Deep Simultaneous Optimisation of Sampling and Reconstruction for Multi-contrast MRI
X Liu, J Wang, F Tang, SS Chandra, F Liu, S Crozier
ISMRM & SMRT Virtual Conference & Exhibition, 2020, 2020
62020
Undersampled mri reconstruction with side information-guided normalisation
X Liu, J Wang, C Peng, SS Chandra, F Liu, SK Zhou
International Conference on Medical Image Computing and Computer-Assisted …, 2022
52022
Towards Universal Representation Learning for Multi-domain Hyperspectral Image Classification
J Wang, J Zhou, X Liu
IEEE Transactions on Geoscience and Remote Sensing, 2023
32023
Compressed sensing-based simultaneous recovery of magnitude and phase MR images via dual trigonometric sparsity
W He, X Liu, L Zhao, R Li, F Liu
IEEE Access 9, 38001-38009, 2021
32021
Evidence-aware multi-modal data fusion and its application to total knee replacement prediction
X Liu, J Wang, SK Zhou, C Engstrom, SS Chandra
arXiv preprint arXiv:2303.13810, 2023
22023
Spectral and spatial residual attention network for joint hyperspectral and lidar data classification
J Wang, J Zhou, X Liu, F Jahan
International Geoscience and Remote Sensing Symposium, 2021
22021
Improving deep learning-based fast MRI with pre-acquired image guidance
X Liu
The University of Queensland, 2022
2022
Rapid region-of-interest MRI reconstruction using context-aware non-local U-Net
X Liu, J Wang, F Tang, H Sun, F Liu, S Crozier
ISMRM & SMRT Virtual Conference & Exhibition, 2020, 2020
2020
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