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Wenjun Xia
Wenjun Xia
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Year
MD-Recon-Net: a parallel dual-domain convolutional neural network for compressed sensing MRI
M Ran, W Xia, Y Huang, Z Lu, P Bao, Y Liu, H Sun, J Zhou, Y Zhang
IEEE Transactions on Radiation and Plasma Medical Sciences 5 (1), 120-135, 2020
3062020
Convolutional sparse coding for compressed sensing CT reconstruction
P Bao, W Xia, K Yang, W Chen, M Chen, Y Xi, S Niu, J Zhou, H Zhang, ...
IEEE transactions on medical imaging 38 (11), 2607-2619, 2019
1122019
MAGIC: Manifold and graph integrative convolutional network for low-dose CT reconstruction
W Xia, Z Lu, Y Huang, Z Shi, Y Liu, H Chen, Y Chen, J Zhou, Y Zhang
IEEE transactions on medical imaging 40 (12), 3459-3472, 2021
712021
Noise-powered disentangled representation for unsupervised speckle reduction of optical coherence tomography images
Y Huang, W Xia, Z Lu, Y Liu, H Chen, J Zhou, L Fang, Y Zhang
IEEE Transactions on Medical Imaging 40 (10), 2600-2614, 2020
562020
CT reconstruction with PDF: Parameter-dependent framework for data from multiple geometries and dose levels
W Xia, Z Lu, Y Huang, Y Liu, H Chen, J Zhou, Y Zhang
IEEE Transactions on Medical Imaging 40 (11), 3065-3076, 2021
522021
Spectral CT reconstruction—ASSIST: Aided by self-similarity in image-spectral tensors
W Xia, W Wu, S Niu, F Liu, J Zhou, H Yu, G Wang, Y Zhang
IEEE Transactions on Computational Imaging 5 (3), 420-436, 2019
402019
DAN-Net: Dual-domain adaptive-scaling non-local network for CT metal artifact reduction
T Wang, W Xia, Y Huang, H Sun, Y Liu, H Chen, J Zhou, Y Zhang
Physics in Medicine & Biology 66 (15), 155009, 2021
302021
LEARN++: recurrent dual-domain reconstruction network for compressed sensing CT
Y Zhang, H Chen, W Xia, Y Chen, B Liu, Y Liu, H Sun, J Zhou
IEEE Transactions on Radiation and Plasma Medical Sciences 7 (2), 132-142, 2022
272022
IDOL-net: an interactive dual-domain parallel network for CT metal artifact reduction
T Wang, Z Lu, Z Yang, W Xia, M Hou, H Sun, Y Liu, H Chen, J Zhou, ...
IEEE Transactions on Radiation and Plasma Medical Sciences 6 (8), 874-885, 2022
242022
Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20 Speedup
W Xia, Q Lyu, G Wang
arXiv preprint arXiv:2209.15136, 2022
232022
Hypernetwork-based personalized federated learning for multi-institutional CT imaging
Z Yang, W Xia, Z Lu, Y Chen, X Li, Y Zhang
arXiv preprint arXiv:2206.03709, 2022
192022
Physics-/model-based and data-driven methods for low-dose computed tomography: A survey
W Xia, H Shan, G Wang, Y Zhang
IEEE signal processing magazine 40 (2), 89-100, 2023
162023
M3NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising
Z Lu, W Xia, Y Huang, M Hou, H Chen, J Zhou, H Shan, Y Zhang
IEEE Transactions on Medical Imaging 42 (3), 850-863, 2022
162022
A transformer-based iterative reconstruction model for sparse-view ct reconstruction
W Xia, Z Yang, Q Zhou, Z Lu, Z Wang, Y Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
152022
Training low dose CT denoising network without high quality reference data
J Jing, W Xia, M Hou, H Chen, Y Liu, J Zhou, Y Zhang
Physics in Medicine & Biology 67 (8), 084002, 2022
152022
Dual-domain adaptive-scaling non-local network for CT metal artifact reduction
T Wang, W Xia, Y Huang, H Sun, Y Liu, H Chen, J Zhou, Y Zhang
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
142021
Patch-based denoising diffusion probabilistic model for sparse-view CT reconstruction
W Xia, W Cong, G Wang
arXiv preprint arXiv:2211.10388, 2022
102022
FONT-SIR: Fourth-order nonlocal tensor decomposition model for spectral CT image reconstruction
X Chen, W Xia, Y Liu, H Chen, J Zhou, Z Zha, B Wen, Y Zhang
IEEE Transactions on Medical Imaging 41 (8), 2144-2156, 2022
92022
NOWNUNM: nonlocal weighted nuclear norm minimization for sparse-sampling CT reconstruction
Y Zhang, K Yang, Y Zhu, W Xia, P Bao, J Zhou
IEEE Access 6, 73370-73379, 2018
72018
CO3Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition
Z Yang, W Xia, Y Qiao, Z Lu, B Zhang, L Leng, Y Zhang
IEEE Transactions on Instrumentation and Measurement, 2023
62023
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