One Network to Solve Them All: A Sequential Multi-task Joint Learning Network Framework for MR Imaging Pipeline. - Zhiwen Wang 002; Wenjun Xia; Zexin Lu; Yongqiang Huang 003; Yan Liu 052; Hu Chen 002; Jiliu Zhou; Yi Zhang 018 (MLMIR@MICCAI, 2021)

Leaders: Learnable Deep Radial Subsampling for Mri Reconstruction. - Zhiwen Wang 002; Bowen Li; Wenjun Xia; Chenyu Shen; Mingzheng Hou; Hu Chen 002; Yan Liu 052; Jiliu Zhou; Yi Zhang 018 (ISBI, 2022)

EVIL: Evidential Inference Learning for Trustworthy Semi-Supervised Medical Image Segmentation. - Yingyu Chen; Ziyuan Yang 001; Chenyu Shen; Zhiwen Wang 002; Yang Qin; Yi Zhang 018 (ISBI, 2023)

Dynamic Focus Mechanism-Based Dual-Domain Reconstruction Network for Accelerated MRI. - Zhongxian Wang; Zhiwen Wang 002; Zhongzhou Zhang; Ziyuan Yang 001; Maosong Ran; Hui Yu; Zhenyang Yu; Yi Zhang 018 (ISBI, 2023)

Privacy-Preserving Encrypted Low-Dose CT Denoising. - Ziyuan Yang 001; Huijie Huangfu; Maosong Ran; Zhiwen Wang 002; Hui Yu; Yi Zhang 018 (CoRR, 2023)

SemiMAR: Semi-Supervised Learning for CT Metal Artifact Reduction. - Tao Wang 167; Hui Yu; Zhiwen Wang 002; Hu Chen 002; Yan Liu 052; Jingfeng Lu; Yi Zhang 018 (IEEE J. Biomed. Health Informatics, 2023)

Multiple organ segmentation framework for brain metastasis radiotherapy. - Hui Yu; Ziyuan Yang 001; Zhongzhou Zhang; Tao Wang 167; Maosong Ran; Zhiwen Wang 002; Lunxin Liu; Yan Liu 052; Yi Zhang 018 (Comput. Biol. Medicine, 2024)

Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis via Frequency Information Embedding. - Mengyu Sun; Ziyuan Yang 001; Maosong Ran; Zhiwen Wang 002; Hui Yu; Yi Zhang 018 (CoRR, 2024)

Progressive dual-domain-transfer cycleGAN for unsupervised MRI reconstruction. - Bowen Li; Zhiwen Wang 002; Ziyuan Yang 001; Wenjun Xia; Yi Zhang 018 (Neurocomputing, 2024)

Evidence-based uncertainty-aware semi-supervised medical image segmentation. - Yingyu Chen; Ziyuan Yang 001; Chenyu Shen; Zhiwen Wang 002; Zhongzhou Zhang; Yang Qin; Xin Wei; Jingfeng Lu; Yan Liu 052; Yi Zhang 018 (Comput. Biol. Medicine, 2024)

Gradient-Guided Network With Fourier Enhancement for Glioma Segmentation in Multimodal 3D MRI. - Zhongzhou Zhang; Hui Yu; Zhongxian Wang; Zhiwen Wang 002; Jingfeng Lu; Yan Liu 052; Yi Zhang 018 (IEEE J. Biomed. Health Informatics, 2024)

Generalizable MRI Motion Correction via Compressed Sensing Equivariant Imaging Prior. - Zhiwen Wang 002; Maosong Ran; Ziyuan Yang 001; Hui Yu; Jie Jing 001; Tao Wang 167; Jingfeng Lu; Yi Zhang 018 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model. - Ziyuan Yang 001; Yingyu Chen; Zhiwen Wang 002; Hongming Shan; Yang Chen 008; Yi Zhang 018 (CVPR, 2025)

UniAda: Domain Unifying and Adapting Network for Generalizable Medical Image Segmentation. - Zhongzhou Zhang; Yingyu Chen; Hui Yu; Zhiwen Wang 002; Shanshan Wang 008; Fenglei Fan; Hongming Shan; Yi Zhang 018 (IEEE Trans. Medical Imaging, 2025)