| Knowledge‐driven deep learning for fast MR imaging: Undersampled MR image reconstruction from supervised to un‐supervised learning S Wang, R Wu, S Jia, A Diakite, C Li, Q Liu, H Zheng, L Ying Magnetic Resonance in Medicine 92 (2), 496-518, 2024 | | 2024 |
| LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway Segmentation A Diakite, C Li, L Xie, Y Feng, H Han, S Wang arXiv preprint arXiv:2401.01654, 2024 | | 2024 |
| Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation H Han, C Li, L Xie, Y Feng, A Diakite, S Wang arXiv preprint arXiv:2401.01685, 2024 | | 2024 |
| Collaborative Learning for Annotation‐Efficient Volumetric MR Image Segmentation YBM Osman, C Li, W Huang, S Wang Journal of Magnetic Resonance Imaging, 2023 | 1 | 2023 |
| Sparse annotation learning for dense volumetric MR image segmentation with uncertainty estimation YBM Osman, C Li, W Huang, S Wang Physics in Medicine & Biology 69 (1), 015009, 2023 | | 2023 |
| Self-supervised federated learning for fast MR imaging J Zou, T Pei, C Li, R Wu, S Wang IEEE Transactions on Instrumentation and Measurement, 2023 | 2 | 2023 |
| Expert knowledge guided manifold representation learning for magnetic resonance imaging-based glioma grading Y Wang, L Li, C Li, Y Xi, Y Lin, S Wang Biomedical Signal Processing and Control 85, 104876, 2023 | | 2023 |
| Adaptive PromptNet for Auxiliary Glioma Diagnosis Without Contrast-Enhanced MRI Y Wang, W Huang, C Li, X Zheng, Y Lin, S Wang 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | 1 | 2023 |
| Digest: Deeply supervised knowledge transfer network learning for brain tumor segmentation with incomplete multi-modal mri scans H Li, C Li, W Huang, X Zheng, Y Xi, S Wang 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | 3 | 2023 |
| Iterative Data Refinement for Self-Supervised Learning MR Image Reconstruction X Liu, J Zou, T Sun, R Wu, X Zheng, C Li, S Wang 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | | 2023 |
| Semi-supervised and self-supervised collaborative learning for prostate 3D MR image segmentation YBM Osman, C Li, W Huang, N Elsayed, L Ying, H Zheng, S Wang 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | 2 | 2023 |
| Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation C Li, YBM Osman, W Huang, Z Xue, H Han, H Zheng, S Wang 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 1-4, 2023 | | 2023 |
| Machine learning for automatic Alzheimer’s disease detection: addressing domain shift issues for building robust models C Li, NMA Elsayed Bakheet, W Huang, S Wang Radiology Science 2 (1), 10-21, 2023 | 1 | 2023 |
| Asynchronous feature regularization and cross-modal distillation for OCT based glaucoma diagnosis D Song, F Li, C Li, J Xiong, J He, X Zhang, Y Qiao Computers in Biology and Medicine 151, 106283, 2022 | 3 | 2022 |
| Automated classification of protein expression levels in immunohistochemistry images to improve the detection of cancer biomarkers ZZ Xue, C Li, ZM Luo, SS Wang, YY Xu BMC bioinformatics 23 (1), 470, 2022 | 3 | 2022 |
| SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging J Zou, C Li, S Jia, R Wu, T Pei, H Zheng, S Wang Bioengineering 9 (11), 650, 2022 | 12 | 2022 |
| Parcel: physics-based unsupervised contrastive representation learning for multi-coil mr imaging S Wang, R Wu, C Li, J Zou, Z Zhang, Q Liu, Y Xi, H Zheng IEEE/ACM Transactions on Computational Biology and Bioinformatics 20 (5 …, 2022 | 12 | 2022 |
| Artificial intelligence in multiparametric magnetic resonance imaging: A review C Li, W Li, C Liu, H Zheng, J Cai, S Wang Medical physics 49 (10), e1024-e1054, 2022 | 24 | 2022 |
| Rethinking the optimization process for self-supervised model-driven MRI reconstruction W Huang, C Li, W Fan, Z Zhang, T Zhang, Y Zhou, Q Liu, S Wang International Workshop on Machine Learning for Medical Image Reconstruction …, 2022 | 3 | 2022 |
| Multiparametric Magnetic Resonance Imaging Information Fusion Using Graph Convolutional Network for Glioma Grading P Guo, L Li, C Li, W Huang, G Zhao, S Wang, M Wang, Y Lin Journal of Healthcare Engineering 2022 (1), 7315665, 2022 | 3 | 2022 |
