| 2025 | Multi-tracer Uptake Correction for PET-MR via Aligned-Feature Guidance and Multi-scale Pixel-Adaptive Routing. | Aocheng Zhong, Haolin Huang, Jing Wang, Zhenrong Shen, Haiyu Song, Junlei Wu, Yuhua Zhu, Yang Liu, Chuantao Zuo, Qian Wang |
| 2025 | PathVG: A New Benchmark and Dataset for Pathology Visual Grounding. | Chunlin Zhong, Shuang Hao, Junhua Wu, Xiaona Chang, Jiwei Jiang, Xiu Nie, He Tang, Xiang Bai |
| 2025 | EU-Net: Efficient Training of U-Net for Biomedical Image Segmentation. | Lujia Zhong, Shuo Huang, Yonggang Shi |
| 2025 | FMM-Diff: A Feature Mapping and Merging Diffusion Model for MRI Generation with Missing Modality. | Wenjin Zhong, Cong Cong, Zihan Wang, Zeya Yan, Antonio Di Ieva, Sidong Liu |
| 2025 | IE-UNet: Implicit Neural Representation-Driven Whole Heart Segmentation. | Heng Zheng, Mingjing Yang |
| 2025 | Diffusion-Based Virtual Staining from Polarimetric Mueller Matrix Imaging. | Xiaoyu Zheng, Jing Wen, Jiaxin Zhuang, Yao Du, Jing Cong, Limei Guo, Lin Luo, Chao He, Hao Chen |
| 2025 | Causality-Inspired Graph Neural Network for Interpretable Strabismus Subtype Classification. | Jiawen Zheng, Li Luo, Jiafan Zhuang, Peiwei Wei, Lihao Zhong, Xiaoling Xie, Jinming Guo, Meng Xie, Xiaoli Kang, Jie Cen, Lingyan Dong, Ce Zheng, Zhun Fan |
| 2025 | Contrast Flow Pattern and Cross-Phase Specificity-Aware Diffusion Model for NCCT-to-Multiphase CECT Synthesis. | Kaiyi Zheng, Mu Huang, Xinming Li, Jianhua Ma, Qianjin Feng, Wei Yang, Liming Zhong |
| 2025 | XFMamba: Cross-Fusion Mamba for Multi-view Medical Image Classification. | Xiaoyu Zheng, Xu Chen, Shaogang Gong, Xavier Griffin, Gregory G. Slabaugh |
| 2025 | The Refining of Brain Connectivity Features on Residual Posterior Patterns. | Xinbei Zha, Jiaming Zhang, Jin Gu |
| 2025 | Streamline Signature Net (SSN): Efficient White Matter Pathway Recognition for Bundles Parcellation Using Path Signature. | Renzhi Zhao, Xin Zhang, Zihao Tan, Jiakun Xu, Zhenyu Yang, Ye Wu, Xiangmin Xu |
| 2025 | Cross Domain Few Shot Learning for Intra-Operative OCT Segmentation. | Minghan Zhao, Gongyu Zhang, Adriana Namour, Charalampos Komninos, Lyndon Da Cruz, Sbastien Ourselin, Christos Bergeles |
| 2025 | RadKAM: Attention-Driven Kolmogorov-Arnold Model for Automatic Radiation-Induced Lymphopenia Prediction by Multimodal Learning. | Rongchang Zhao, Zhangyue Wu, Jian Zhang, Zijian Zhang, Shuo Li |
| 2025 | Frequency-Calibrated Membership Inference Attacks on Medical Image Diffusion Models. | Xinkai Zhao, Yuta Tokuoka, Junichiro Iwasawa, Keita Oda |
| 2025 | Neural Proteomics Fields for Super-Resolved Spatial Proteomics Prediction. | Bokai Zhao, Weiyang Shi, Hanqing Chao, Zijiang Yang, Yiyang Zhang, Ming Song, Tianzi Jiang |
| 2025 | From Pixels to Prognosis: Multimodal Learning for Head and Neck Cancer in the HECKTOR 2025 Challenge. | Baixiang Zhao, Surajit Ray |
| 2025 | DualPrompt-MedCap: A Dual-Prompt Enhanced Approach for Medical Image Captioning. | Yining Zhao, Mukesh Prasad, Ali Braytee |
| 2025 | Learning with Explicit Topological Priors for Chest X-Ray Rib Segmentation. | Xiaowei Zhao, Chenglong Li, Jin Tang, Chuanfu Li |
| 2025 | Reverse Imaging for Wide-Spectrum Generalization of Cardiac MRI Segmentation. | Yidong Zhao, Peter Kellman, Hui Xue, Tongyun Yang, Yi Zhang, Yuchi Han, Orlando P. Simonetti, Qian Tao |
| 2025 | PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis. | Beidi Zhao, SangMook Kim, Hao Chen, Chen Zhou, Zu-hua Gao, Gang Wang, Xiaoxiao Li |
| 2025 | ISAC: Redefining the Vascular Segmentation Paradigm Through Mask Completion for Cross-Domain Generalization. | Tianyu Zhao, Zihang Huang, Xixi Jiang, Liang Zhang, Xiaohuan Ding, Xin Yang |
| 2025 | Deep Knowledge-Infused Transformer for NSCLC Lymph Node Station Metastasis Prediction: Development of an AI-Powered Intraoperative Decision System. | Jie Zhao, Zifan Chen, Guangzhengao Yang, Yijiang He, Li Zhang, Bin Dong |
| 2025 | Concept-Induced Graph Perception Model for Interpretable Diagnosis. | Lei Zhao, Changjian Chen, Bin Pu, Xiaoming Qi, Fengfeng Peng, Chunlian Wang, Kenli Li, Guanghua Tan |
| 2025 | Agentic Surgical AI: Surgeon Style Fingerprinting and Privacy Risk Quantification via Discrete Diffusion in a Vision-Language-Action Framework. | Huixin Zhan, Jason H. Moore |
| 2025 | Contrastive Disentanglement Learning Framework for Multi-lead Wearable ECG Denoising. | Yue Zhang, Chenyu Zhao, Wen Zhang, Jinliang Wang, Jun Guo, Wei Yang, Qianjin Feng |