| 2025 | New Multiple Sclerosis Lesion Segmentation via Calibrated Inter-patch Blending. | Jin Ye, Son Duy Dao, Yicheng Wu, Yasmeen M. George, Thanh Nguyen-Duc, Daniel F. Schmidt, Hengcan Shi, Winston Chong, Jianfei Cai |
| 2025 | BaMCo: Balanced Multimodal Contrastive Learning for Knowledge-Driven Medical VQA. | Ziya Ata Yazici, Hazim Kemal Ekenel |
| 2025 | Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality. | Milad Yazdani, Yasamin Medghalchi, Pooria Ashrafian, Ilker Hacihaliloglu, Dena Shahriari |
| 2025 | Vision-Language Sliding Cross Attention for Text-Guided Pneumonia Segmentation. | Fei Yao, Xiang Zhang, Xinang Jiang, Yi Xiao, Li Fan, S. Kevin Zhou, Shiyuan Liu |
| 2025 | HRVVS: A High-Resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors. | Xincheng Yao, Yijun Yang, Kangwei Guo, Ruiqiang Xiao, Haipeng Zhou, Haisu Tao, Jian Yang, Lei Zhu |
| 2025 | BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency Based Feature Enhancement for Brain Tumor Segmentation. | Haoran Yao, Hao Xiong, Dong Liu, Hualei Shen, Shlomo Berkovsky |
| 2025 | Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities. | Yuang Yao, Ruiqi Wu, Yi Zhou, Tao Zhou |
| 2025 | SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. | Zhiling Yan, Sifan Song, Dingjie Song, Yiwei Li, Rong Zhou, Weixiang Sun, Zhennong Chen, Sekeun Kim, Hui Ren, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun |
| 2025 | MAKE: Multi-Aspect Knowledge-Enhanced Vision-Language Pretraining for Zero-Shot Dermatological Assessment. | Siyuan Yan, Xieji Li, Ming Hu, Yiwen Jiang, Zhen Yu, Zongyuan Ge |
| 2025 | Multimodal Hypergraph Guide Learning for Non-invasive CcRCC Survival Prediction. | Jielong Yan, Xiangmin Han, Jieyi Zhao, Yue Gao |
| 2025 | PolarDETR: Enhancing Interpretability in Multi-modal Methods for Jawbone Lesion Detection in CBCT. | Yuxuan Yang, Chen Zhong, Xinyue Zhang, Ruohan Ma, Gang Li, Yong Guo, Jupeng Li |
| 2025 | TAT: Task-Adaptive Transformer for All-in-One Medical Image Restoration. | Zhiwen Yang, Jiaju Zhang, Yang Yi, Jian Liang, Bingzheng Wei, Yan Xu |
| 2025 | Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation. | Jingyun Yang, Guoqing Zhang, Jingge Wang, Yang Li |
| 2025 | Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection. | Jie Yan, Xiaoyuan Guan, Weishi Zheng, Hao Chen, Ruixuan Wang |
| 2025 | Active Source-Free Cross-Domain and Cross-Modality Adaptation for Volumetric Medical Image Segmentation by Image Sensitivity and Organ Heterogeneity Sampling. | Jin Yang, Xiaobing Yu, Peijie Qiu, Daniel S. Marcus, Aristeidis Sotiras |
| 2025 | Latent Motion Profiling for Annotation-Free Cardiac Phase Detection in Adult and Fetal Echocardiography Videos. | Yingyu Yang, Qianye Yang, Kangning Cui, Can Peng, Elena D'Alberti, Netzahualcoyotl Hernandez-Cruz, Olga Patey, Aris T. Papageorghiou, J. Alison Noble |
| 2025 | EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography. | Xuan Yang, Rui Xu, Xinchen Ye, Zhi-Hui Wang, Miao Zhang, Yi Wang, Xin Fan, Hongkai Wang, Qingxiong Yue, Xiangjian He, Yen-Wei Chen |
| 2025 | Probabilistic Inverse Consistent Image Registration Using Sparse Bayesian Network. | Shenglong Yang, Kangrong Xu, Zefeng He, Tianchao Feng, Xuan Yang |
| 2025 | Det-SAMReg: Few-Shot Medical Image Registration Using Vision Foundation Models. | Mengting Yang, Qilin Wang, Shiqi Huang, Wen Yan, Yipeng Hu, Zhe Min |
| 2025 | Instrument-Splatting: Controllable Photorealistic Reconstruction of Surgical Instruments Using Gaussian Splatting. | Shuojue Yang, Zijian Wu, Mingxuan Hong, Qian Li, Daiyun Shen, Septimiu E. Salcudean, Yueming Jin |
| 2025 | Hierarchical Characterization of Brain Dynamics via State Space-Based Vector Quantization. | Yanwu Yang, Thomas Wolfers |
| 2025 | SynBT: High-Quality Tumor Synthesis for Breast Tumor Segmentation by 3D Diffusion Model. | Hongxu Yang, Edina Timko, Levente Lippenszky, Vanda Czipczer, Lehel Ferenczi |
| 2025 | Improving OCTA Imaging Through Cross-Domain Adaptation: A Noise-Guided Framework Using Intralipid-Enhanced Rat Data. | Bingyu Yang, Bingyao Tan, Zaiwang Gu, Leopold Schmetterer, Huiqi Li, Jun Cheng |
| 2025 | Hyperbolic Kernel GCN with Structure-Function Connectivity Coupling for Neurocognitive Impairment Analysis. | Meimei Yang, Yongheng Sun, Qianqian Wang, Wei Wang, Hong-Jun Li, Mingxia Liu |
| 2025 | EFMS-Net: Efficient Frequency-Enhanced Multi-scale Network for Ischemic Stroke Segmentation. | Jie Yang, Shaowei Shen, Xuwei Fan, Ning Chen, Zhibin Gao, Lianfen Huang, Yihong Zhan |