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Liyan Sun
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An adversarial learning approach to medical image synthesis for lesion detection
L Sun, J Wang, Y Huang, X Ding, H Greenspan, J Paisley
IEEE journal of biomedical and health informatics 24 (8), 2303-2314, 2020
1192020
A deep information sharing network for multi-contrast compressed sensing MRI reconstruction
L Sun, Z Fan, X Fu, Y Huang, X Ding, J Paisley
IEEE Transactions on Image Processing 28 (12), 6141-6153, 2019
1132019
Compressed sensing MRI using a recursive dilated network
L Sun, Z Fan, Y Huang, X Ding, J Paisley
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
762018
Joint CS-MRI reconstruction and segmentation with a unified deep network
L Sun, Z Fan, X Ding, Y Huang, J Paisley
Information Processing in Medical Imaging: 26th International Conference …, 2019
742019
Few-shot medical image segmentation using a global correlation network with discriminative embedding
L Sun, C Li, X Ding, Y Huang, Z Chen, G Wang, Y Yu, J Paisley
Computers in biology and medicine 140, 105067, 2022
602022
A 3D spatially weighted network for segmentation of brain tissue from MRI
L Sun, W Ma, X Ding, Y Huang, D Liang, J Paisley
IEEE transactions on medical imaging 39 (4), 898-909, 2019
602019
Enhanced deep blind hyperspectral image fusion
W Wang, X Fu, W Zeng, L Sun, R Zhan, Y Huang, X Ding
IEEE transactions on neural networks and learning systems 34 (3), 1513-1523, 2021
362021
Unsupervised underwater image restoration: From a homology perspective
Z Fu, H Lin, Y Yang, S Chai, L Sun, Y Huang, X Ding
Proceedings of the AAAI Conference on Artificial Intelligence 36 (1), 643-651, 2022
342022
A teacher-student framework for liver and tumor segmentation under mixed supervision from abdominal CT scans
L Sun, J Wu, X Ding, Y Huang, Z Chen, G Wang, Y Yu
Neural Computing and Applications 34 (19), 16547-16561, 2022
28*2022
A segmentation-aware deep fusion network for compressed sensing mri
Z Fan, L Sun, X Ding, Y Huang, C Cai, J Paisley
Proceedings of the European Conference on Computer Vision (ECCV), 55-70, 2018
282018
Region-of-interest undersampled MRI reconstruction: a deep convolutional neural network approach
L Sun, Z Fan, X Ding, Y Huang, J Paisley
Magnetic resonance imaging 63, 185-192, 2019
232019
A dual-domain deep lattice network for rapid MRI reconstruction
L Sun, Y Wu, B Shu, X Ding, C Cai, Y Huang, J Paisley
Neurocomputing 397, 94-107, 2020
212020
A deep error correction network for compressed sensing MRI
L Sun, Y Wu, Z Fan, X Ding, Y Huang, J Paisley
BMC Biomedical Engineering 2, 1-12, 2020
162020
Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation
C Li, W Ma, L Sun, X Ding, Y Huang, G Wang, Y Yu
Neural Computing and Applications, 1-14, 2022
122022
A deep ensemble network for compressed sensing mri
H Wu, Y Wu, L Sun, C Cai, Y Huang, X Ding
Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018
102018
A novel nonlocal MRI reconstruction algorithm with patch-based low rank regularization
L Sun, J Chen, DL Zeng, X Ding
2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2015
92015
Generator versus segmentor: Pseudo-healthy synthesis
Y Zhang, C Li, X Lin, L Sun, Y Zhuang, Y Huang, X Ding, X Liu, Y Yu
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
82021
Harmonizing pathological and normal pixels for pseudo-healthy synthesis
Y Zhang, X Lin, Y Zhuang, L Sun, Y Huang, X Ding, G Wang, L Yang, ...
IEEE Transactions on Medical Imaging 41 (9), 2457-2468, 2022
62022
Compressed sensing MRI using total variation regularization with K-space decomposition
L Sun, Y Huang, C Cai, X Ding
2017 IEEE International Conference on Image Processing (ICIP), 3061-3065, 2017
52017
Exploring personalization via federated representation Learning on non-IID data
C Jing, Y Huang, Y Zhuang, L Sun, Z Xiao, Y Huang, X Ding
Neural Networks 163, 354-366, 2023
4*2023
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