| 2025 | LTSE: Language-Guided Tissue Referring Segmentation in Pathology Images with Adaptive Expert Mixture. | Jiao Tang, Bo Qian, Peng Wan, Wei Shao, Daoqiang Zhang |
| 2025 | Pre-trained LLM is a Semantic-Aware and Generalizable Segmentation Booster. | Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou |
| 2025 | ResMAP: Restoring MRIs of Mixed Artifacts by Prompt Cascading Retrieval. | Yuxian Tang, Feng Li, Feng Shi, Qian Wang |
| 2025 | A New Paradigm for Low-Dose PET/CT Reconstruction with Mamba-Powered Progressive Network and Physics-Informed Consistency. | Zixin Tang, Caiwen Jiang, Zhiming Cui, Dinggang Shen |
| 2025 | Analysis of Image-and-Text Uncertainty Propagation in Multimodal Large Language Models with Cardiac MR-Based Applications. | Yucheng Tang, Yunguan Fu, Weixi Yi, Yipei Wang, Daniel C. Alexander, Rhodri H. Davies, Yipeng Hu |
| 2025 | This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN. | Dennis Tang, Jon Donnelly, Alina Jade Barnett, Lesia Semenova, Jin Jing, Peter Hadar, Ioannis Karakis, Olga Selioutski, Kehan Zhao, M. Brandon Westover, Cynthia Rudin |
| 2025 | Reasoning-Enhanced Vision-Language Model for Interpretable Diabetic Retinopathy Detection in Ultra-Wide-Field Fundus Images. | Zhenyu Tang, Lingzhi Chen, Lilong Wang, Yankai Jiang, Jun Li, Xiaosong Wang |
| 2025 | Learning Foundation Models from Multi-organ Medical Images by Capturing Consistency and Diversity of Anatomical Structures. | Mohammad Reza Hosseinzadeh Taher, Junpyo Hong, Ravi Soni, Gopal Avinash |
| 2025 | GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation. | Tomasz Szczepanski, Szymon Plotka, Michal K. Grzeszczyk, Arleta Adamowicz, Piotr Fudalej, Przemyslaw Korzeniowski, Tomasz Trzcinski, Arkadiusz Sitek |
| 2025 | Morphology-Driven Deep Watershed Transform for 3D Tooth Segmentation. | Tomasz Szczepanski, Szymon Plotka |
| 2025 | Out-of-Distribution Nuclei Segmentation in Histology Imaging via Liquid Neural Networks with Modern Hopfield Layer. | Bishal Ranjan Swain, Kyung Joo Cheoi, Jaepil Ko |
| 2025 | MSGFlowNet: Learning Effective Connectivity Network Based on Sparse Generative Flow Network from fMRI and EEG Data. | Zhihao Su, Jihao Zhai, Junzhong Ji, Jinduo Liu |
| 2025 | VQ-SCD: Vector Quantization Meets Unknown Scan Condition Self-supervised Low-Dose CT Denoising. | Bo Su, Jiabo Xu, Xiangyun Hu, Kai Deng, Jiancheng Li, Zhouxian Lu |
| 2025 | MedICL: In-Context Learning for Semantically Enhanced AKI Prediction in Cardiac Surgery. | Chenyang Su, Yishun Wang, Boqiang Xu, Rong Feng, Lei Du, Hongbin Liu, Gaofeng Meng |
| 2025 | meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis. | Dishantkumar Sutariya, Eike Petersen |
| 2025 | A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data. | Tobias Susetzky, Huaqi Qiu, Rickmer Braren, Daniel Rueckert |
| 2025 | CTSL: Codebook-Based Temporal-Spatial Learning for Accurate Non-contrast Cardiac Risk Prediction Using Cine MRIs. | Haoyang Su, Shaohao Rui, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang |
| 2025 | YOLOv10-Based Multi-task Framework for Hand Localization and Laterality Classification in Surgical Videos. | Kedi Sun, Le Zhang |
| 2025 | Controllable Skin Synthesis via Lesion-Focused Vector Autoregression Model. | Jiajun Sun, Zhen Yu, Siyuan Yan, Jason J. Ong, Zongyuan Ge, Lei Zhang |
| 2025 | Time-Lapse Video-Based Embryo Grading via Complementary Spatial-Temporal Pattern Mining. | Yong Sun, Yipeng Wang, Junyu Shi, Zhiyuan Zhang, Yanmei Xiao, Lei Zhu, Manxi Jiang, Qiang Nie |
| 2025 | Compact Training-Free NAS with Alternating Evolution Game for Medical Image Segmentation. | Xiao-Xue Sun, Hongpeng Wang, Pei-Cheng Song |
| 2025 | VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction. | Zijun Sun, Solveig Thrun, Michael Kampffmeyer |
| 2025 | LSTT: Latent Spatio-Temporal Transformer for Non-rigid Motion Compensation in CBCT. | Yipeng Sun, Linda-Sophie Schneider, Annette Schwarz, Mingxuan Gu, Siyuan Mei, Chengze Ye, Siming Bayer, Andreas K. Maier |
| 2025 | Evaluation of 3D Counterfactual Brain MRI Generation. | Pengwei Sun, Wei Peng, Lun Yu Li, Yixin Wang, Kilian M. Pohl |
| 2025 | Prototype-Based Multiple Instance Learning for Gigapixel Whole Slide Image Classification. | Susu Sun, Dominique van Midden, Geert Litjens, Christian F. Baumgartner |