| 2025 | Semantic-Aware Chest X-ray Report Generation with Domain-Specific Lexicon and Diversity-Controlled Retrieval. | Baochang Zhang, Chen Jia, Shuting Liu, Heribert Schunkert, Nassir Navab |
| 2025 | Robust Dental Arch Curve Optimization Using a Standard Arch Form for Panoramic Reconstruction. | Songze Zhang, Benxiang Jiang, Jingyi Lyu, Hongjian Shi |
| 2025 | TemSAM: Temporal-Aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences. | Liang Zhang, Xixi Jiang, Xiaohuan Ding, Zihang Huang, Tianyu Zhao, Xin Yang |
| 2025 | Hybrid State-Space Models and Denoising Training for Unpaired Medical Image Synthesis. | Junming Zhang, Shancheng Jiang |
| 2025 | Towards Robust Retinal Vessel Segmentation via Reducing Open-Set Label Noises from SAM-Generated Masks. | Minqing Zhang, Mengxian He, Wu Yuan |
| 2025 | High-Fidelity Unified One-to-Many Medical Image Synthesis via Text-Conditioned Latent Diffusion. | Youjian Zhang, Jian Huang, Jie Wang, Zezhou Li, Zhongya Wang, Guanqun Zhou, Zhicheng Zhang, Gang Yu |
| 2025 | UniCarSeg: A Unified Framework for Multi-task Cardiac Image Segmentation. | Wenzhen Zhang, Xifeng Hu, Wenmiao Wang, Xiaoxiao Cui, Bangjun Li, Yujun Li |
| 2025 | Continuous Spatio-Temporal Representation with Implicit Neural Networks for Fetal Brain MRI Atlas Construction. | Kai Zhang, Dan Hu, Kaibo Tang, Xiuyu Dong, Shijie Huang, Sheng-Che Hung, He Zhang, Zhengwang Wu, Weili Lin, Dinggang Shen, Gang Li |
| 2025 | MultiTransAD: Cross-Sequence Translation-Driven Anomaly Detection in Multi-sequence Brain MRI. | Qi Zhang, Yibo Hu, Jianqi Sun |
| 2025 | Class-Conditioned Image Synthesis with Diffusion for Imbalanced Diabetic Retinopathy Grading. | Haochen Zhang, Anna Heinke, Ines D. Nagel, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An |
| 2025 | Pattern-Anchored Adaptive Prototype Learning for Gastroscopic Lesion Detection and Beyond. | Xuanye Zhang, Xiaoqing Hu, Guanbin Li, Siqi Liu, Xiang Wan, Yuanhuan Xiong |
| 2025 | Multi-modal Knowledge Decomposition Based Online Distillation for Biomarker Prediction in Breast Cancer Histopathology. | Qibin Zhang, Xinyu Hao, Qiao Chen, Rui Xu, Fengyu Cong, Cheng Lu, Hongming Xu |
| 2025 | MedDual: A Practical Dual-Decoding Framework for Mitigating Hallucinations in Medical Vision-Language Models. | Zhe Zhang, Daisong Gan, Zhaochi Wen, Dong Liang |
| 2025 | RefineNet: Elevating Medical Foundation Models Through Quality-Centric Data Curation by MLLM-Annotated Proxy Distillation. | Ningyi Zhang, Yuan Gao, Xin Wang, Ka-Hou Chan, Jian Wu, Chan-Tong Lam, Shanshan Wang, Yue Sun, Sio Kei Im, Tao Tan |
| 2025 | TMSE: Tri-Modal Survival Estimation with Context-Aware Tissue Prototype and Attention-Entropy Interaction. | Ruofan Zhang, Mengjie Fang, Shengyuan Liu, Zipei Wang, Jie Tian, Di Dong |
| 2025 | Edge-Semantic Synergy Fusion and Adaptive Noise-Aware for Weakly Supervised Pathological Tissue Segmentation. | Hualong Zhang, Siyang Feng, Zihan Huan, Huadeng Wang, Zhenbing Liu, Rushi Lan, Xipeng Pan |
| 2025 | KMUNet: A Novel Medical Image Segmentation Model Based on KAN and Mamba. | Hongsheng Zhang, Yuting Duan, Ting Liu, Weifeng Zhang, Hongzhong Tang |
| 2025 | MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion During Ultrasound-Guided Aspiration Biopsy. | Yuelin Zhang, Qingpeng Ding, Long Lei, Yongxuan Feng, Raymond Shing-Yan Tang, Shing Shin Cheng |
| 2025 | Self-supervised Distillation of Legacy Rule-Based Methods for Enhanced EEG-Based Decision-Making. | Yipeng Zhang, Yuanyi Ding, Chenda Duan, Atsuro Daida, Hiroki Nariai, Vwani Roychowdhury |
| 2025 | Adapting Vision Foundation Models for Real-Time Ultrasound Image Segmentation. | Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun |
| 2025 | Pseudo-label Enhanced TransUNet for Robust Landmark Localization in Intrapartum Ultrasound. | Xuezhi Zhang, Xi Chen, Hao Yan, Lyuyang Tong, Bo Du |
| 2025 | MELON: Multimodal Mixture-of-Experts with Spectral-Temporal Fusion for Long-Term MObility EstimatioN in Critical Care. | Jiaqing Zhang, Miguel Contreras, Jessica Sena, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Tyler J. Loftus, Subhash Nerella, Azra Bihorac, Parisa Rashidi |
| 2025 | Edge-Aware Hierarchical Graph Transformer to Decode Brain Arterial Network. | Kaiyu Zhang, Li Chen, Wenjin Liu, Taewon Kim, Xin Wang, Yin Guo, Zhiwei Tan, Zhensen Chen, Angie Tang, Xihai Zhao, Thomas S. Hatsukami, Mahmud Mossa-Basha, Niranjan Balu, Chun Yuan |
| 2025 | EndoSfM3D: Learning to 3D Reconstruct Any Endoscopic Surgery Scene Using Self-supervised Foundation Model. | Changhao Zhang, Matthew J. Clarkson, Mobarak I. Hoque |
| 2025 | Paired Image Generation with Diffusion-Guided Diffusion Models. | Haoxuan Zhang, Wenju Cui, Yuzhu Cao, Tao Tan, Jie Liu, Yunsong Peng, Jian Zheng |