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2020 – today
- 2026
[j1]Wenwen Zhang
, Zhenyu Tang, Hao Zhang, Shaohao Rui, Z. Jane Wang, Xiaosong Wang:
Modality-Agnostic Federated Learning With Adaptive Updates for Heterogeneous Medical Image Tasks. IEEE Trans. Medical Imaging 45(6): 3276-3286 (2026)- [i11]Xiaofeng Mao, Shaohao Rui, Kaining Ying, Bo Zheng, Chuanhao Li, Mingmin Chi, Kaipeng Zhang:
PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference. CoRR abs/2603.25730 (2026) - [i10]Zhongying Deng, Cheng Tang, Ziyan Huang, Jiashi Lin, Ying Chen, Junzhi Ning, Chenglong Ma, Jiyao Liu, Wei Li, Yinghao Zhu, Shujian Gao, Yanyan Huang, Sibo Ju, Yanzhou Su, Pengcheng Chen, Wenhao Tang, Tianbin Li, Haoyu Wang, Yuanfeng Ji, Hui Sun, Shaobo Min, Liang Peng, Feilong Tang, Haochen Xue, Rulin Zhou, Chaoyang Zhang, Wenjie Li, Shaohao Rui, Weijie Ma, Xingyue Zhao, Yibin Wang, Kun Yuan, Zhaohui Lu, Shujun Wang, Jinjie Wei, Lihao Liu, Dingkang Yang, Lin Wang, Yulong Li, Haolin Yang, Yiqing Shen, Lequan Yu, Xiaowei Hu, Yun Gu, Yicheng Wu, Benyou Wang, Minghui Zhang, Angelica I. Avilés-Rivero, Qi Gao, Hongming Shan, Xiaoyu Ren, Fang Yan, Hongyu Zhou, Haodong Duan, Maosong Cao, Shanshan Wang, Bin Fu, Xiaomeng Li, Zhi Hou, Chunfeng Song, Lei Bai, Yuan Cheng, Yuandong Pu, Xiang Li, Wenhai Wang, Hao Chen, Jiaxin Zhuang, Songyang Zhang, Huiguang He, Mengzhang Li, Bohan Zhuang, Zhian Bai, Rongshan Yu, Liansheng Wang, Yukun Zhou, Xiaosong Wang, Xin Guo, Guanbin Li, Xiangru Lin, Dakai Jin, Mianxin Liu, Wenlong Zhang, Qi Qin, Conghui He, Yuqiang Li, Ye Luo, Nanqing Dong, Jie Xu, Wenqi Shao, Bo Zhang, Qiujuan Yan, Yihao Liu, Jun Ma, Zhi Lu, Yuewen Cao, Zongwei Zhou, Jianming Liang, Shixiang Tang, Qi Duan, et al.:
Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development. CoRR abs/2603.27460 (2026) - 2025
- [c3]Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang:
Multi-modal Vision Pre-training for Medical Image Analysis. CVPR 2025: 5164-5174 - [c2]Yifan Gao, Shaohao Rui, Haoyang Su, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang:
A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images. MICCAI (1) 2025: 3-13 - [c1]Haoyang Su, Shaohao Rui, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang:
CTSL: Codebook-Based Temporal-Spatial Learning for Accurate Non-contrast Cardiac Risk Prediction Using Cine MRIs. MICCAI (15) 2025: 147-157 - [i9]Shaohao Rui, Haoyang Su, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang:
CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis. CoRR abs/2505.19195 (2025) - [i8]Shaohao Rui, Kaitao Chen, Weijie Ma, Xiaosong Wang:
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning. CoRR abs/2505.19213 (2025) - [i7]Haoyang Su, Shaohao Rui, Jinyi Xiang, Lianming Wu, Xiaosong Wang:
CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs. CoRR abs/2507.16612 (2025) - [i6]Kaitao Chen, Mianxin Liu, Daoming Zong, Chaoyue Ding, Shaohao Rui, Yankai Jiang, Mu Zhou, Xiaosong Wang:
Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making. CoRR abs/2508.05996 (2025) - [i5]Haoyang Su, Jinyi Xiang, Shaohao Rui, Yifan Gao, Xingyu Chen, Tingxuan Yin, Xiaosong Wang, Lian-Ming Wu:
PRISM: A Framework Harnessing Unsupervised Visual Representations and Textual Prompts for Explainable MACE Survival Prediction from Cardiac Cine MRI. CoRR abs/2508.19325 (2025) - [i4]Shaohao Rui, Kaitao Chen, Weijie Ma, Xiaosong Wang:
AdaThink-Med: Medical Adaptive Thinking with Uncertainty-Guided Length Calibration. CoRR abs/2509.24560 (2025) - [i3]Kaitao Chen, Shaohao Rui, Yankai Jiang, Jiamin Wu, Qihao Zheng, Chunfeng Song, Xiaosong Wang, Mu Zhou, Mianxin Liu:
Think Twice to See More: Iterative Visual Reasoning in Medical VLMs. CoRR abs/2510.10052 (2025) - [i2]Zihao Luo, Shaohao Rui, Zhenyu Tang, Guotai Wang, Xiaosong Wang:
InvCoSS: Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training. CoRR abs/2512.19213 (2025) - 2024
- [i1]Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang:
BrainMVP: Multi-modal Vision Pre-training for Brain Image Analysis using Multi-parametric MRI. CoRR abs/2410.10604 (2024)
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