| 2025 | 2D to 3D MR Image Super-Resolution Using Cross-Contrast Guidance. | Zheng Zhang, Zechen Zhou, Lei Xiang, Xinyu Song, Yuehua Li |
| 2025 | RadIR: A Scalable Framework for Multi-grained Medical Image Retrieval via Radiology Report Mining. | Tengfei Zhang, Ziheng Zhao, Chaoyi Wu, Xiao Zhou, Ya Zhang, Yanfeng Wang, Weidi Xie |
| 2025 | VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration. | Hang Zhang, Yuxi Zhang, Jiazheng Wang, Xiang Chen, Renjiu Hu, Xin Tian, Gaolei Li, Min Liu |
| 2025 | Patch-Level Glioblastoma Subregion Classification with a Contrastive Learning-Based Encoder. | Juexin Zhang, Qifeng Zhong, Ying Weng, Ke Chen |
| 2025 | Adapting Frozen Mono-modal Backbones for Multi-Modal Registration via Contrast-Agnostic Instance Optimization. | Yi Zhang, Yidong Zhao, Qian Tao |
| 2025 | Bridging Classical and Learning-Based Iterative Registration Through Deep Equilibrium Models. | Yi Zhang, Yidong Zhao, Qian Tao |
| 2025 | Lymphoma Prognosis with Lesion-Anatomy Context Fusion and Attention-Based Multi-lesion Aggregation. | Song Zhang, Jiajin Zhang, Liheng Qiu, Wei Liu, Dakai Jin, Le Lu, Shenmiao Yang, Ke Yan |
| 2025 | DisDiff: Disentanglement Diffusion Network for MR Imaging Translation. | Yipin Zhang, Ziqi Yu, Xiange Zhang, Shengjie Zhang, Xiang Chen, Haibo Yang, Xiao-Yong Zhang |
| 2025 | Integrate Semantic Radiomics as Prior Evidence Into Evidential Deep Learning for Pelvic Lipomatosis Diagnosis. | Zheran Zhang, Xiaodong Yue, Maoyu Wang, Zhikang Xu, Yufei Chen, Zhipeng Wei |
| 2025 | Historical Report Guided Bi-modal Concurrent Learning for Pathology Report Generation. | Ling Zhang, Boxiang Yun, Qingli Li, Yan Wang |
| 2025 | Hierarchical Feature Learning for Medical Point Clouds via State Space Model. | Guoqing Zhang, Jingyun Yang, Yang Li |
| 2025 | DPGS-Net: Dual Prior-Guided Cross-Domain Adaptive Framework for Ultrasound Image Segmentation. | Weijie Zhang, Lingfeng Xie, Kun Zeng, Xiaonan Luo, Yongyi Gong |
| 2025 | You Can Detect It: Fetal Biometric Estimation Using Ellipse Detection. | Hongyuan Zhang, Haoyu Xie, Tingting Ye, Songxiong Wu |
| 2025 | CSAP-Assist: Instrument-Agent Dialogue Empowered Vision-Language Models for Collaborative Surgical Action Planning. | Jie Zhang, Mengya Xu, Yiwei Wang, Qi Dou |
| 2025 | PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation. | Chujie Zhang, Yangyang Xie, Yinhao Li, Xiao Liang, Lanfen Lin, Yen-Wei Chen |
| 2025 | A Multimodal Contrastive Learning for Detecting Aortic Dissection on 3D Non-contrast CT with Anatomy Simplification. | Duoer Zhang, Wenbo Xiao, Chen Jiang, Yuxuan Qiu, Zhan Feng, Hong Wang, Yefeng Zheng, Wentao Zhu |
| 2025 | Improved mmFormer for Liver Fibrosis Staging via Missing-Modality Compensation. | Zhejia Zhang, Junjie Wang, Le Zhang |
| 2025 | 3D Acetabular Surface Reconstruction from 2D Pre-operative X-Ray Images Using SRVF Elastic Registration and Deformation Graph. | Shuai Zhang, Jinliang Wang, Xu Wang, Sujith Konandetails, Danail Stoyanov, Evangelos B. Mazomenos |
| 2025 | AffinityUMamba: Uncertainty-Aware Medical Image Segmentation via Probabilistic Weak Supervision Beyond Gold-Standard Annotations. | Yukun Zhang, Guisheng Wang, William Henry Nailon, Kun Cheng |
| 2025 | Robust 3D Brain MRI Inpainting with Random Masking Augmentation. | Juexin Zhang, Ying Weng, Ke Chen |
| 2025 | Neuro-AMS: Neuro-Informed Age-Aware and Medical Knowledge-Integrated Strategy for Diagnosis of Multiple Brain Disorders. | Zhenguo Zhang, Lin Teng, Nan Zhao, Yuxiao Liu, Zhaoyu Qiu, Zehao Weng, Jinwei Kong, Feng Shi, Dinggang Shen |
| 2025 | Controllable Diffusion-Based Generation for MRI. | Haoran Zhang, Wesley Tansey |
| 2025 | Training-Free Graph In-context Learning for Medical Multimodal Prediction. | Jiahua Zhang, Yidong Tian |
| 2025 | DCT-Net: Dual-Branch CT Reconstruction from Orthogonal X-Rays with Diffusion Model and Contrastive Learning. | Zhiyu Zhang, Cong Shen, Jijun Tang, Zhijun Liao |
| 2025 | Automated Constraint-Aware X-ray View Planning for Vascular Interventions Using Preoperative CTA. | Baochang Zhang, Abdelkader Saad, Heribert Schunkert, Nassir Navab |