Shaohao Rui

According to our database, Shaohao Rui authored at least 15 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Modality-Agnostic Federated Learning With Adaptive Updates for Heterogeneous Medical Image Tasks.

Wenwen Zhang, Zhenyu Tang, Hao Zhang, Shaohao Rui, Z. Jane Wang, Xiaosong Wang

IEEE Trans. Medical Imaging, June, 2026

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development.

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.

CoRR, March, 2026

PackForcing: Short Video Training Suffices for Long Video Sampling and Long Context Inference.

Xiaofeng Mao, Shaohao Rui, Kaining Ying, Bo Zheng, Chuanhao Li, Mingmin Chi, Kaipeng Zhang

CoRR, March, 2026

2025

InvCoSS: Inversion-driven Continual Self-supervised Learning in Medical Multi-modal Image Pre-training.

Zihao Luo, Shaohao Rui, Zhenyu Tang, Guotai Wang, Xiaosong Wang

CoRR, December, 2025

Think Twice to See More: Iterative Visual Reasoning in Medical VLMs.

Kaitao Chen, Shaohao Rui, Yankai Jiang, Jiamin Wu, Qihao Zheng, Chunfeng Song, Xiaosong Wang, Mu Zhou, Mianxin Liu

CoRR, October, 2025

AdaThink-Med: Medical Adaptive Thinking with Uncertainty-Guided Length Calibration.

Shaohao Rui, Kaitao Chen, Weijie Ma, Xiaosong Wang

CoRR, September, 2025

PRISM: A Framework Harnessing Unsupervised Visual Representations and Textual Prompts for Explainable MACE Survival Prediction from Cardiac Cine MRI.

Haoyang Su, Jinyi Xiang, Shaohao Rui, Yifan Gao, Xingyu Chen, Tingxuan Yin, Xiaosong Wang, Lian-Ming Wu

CoRR, August, 2025

Mediator-Guided Multi-Agent Collaboration among Open-Source Models for Medical Decision-Making.

Kaitao Chen, Mianxin Liu, Daoming Zong, Chaoyue Ding, Shaohao Rui, Yankai Jiang, Mu Zhou, Xiaosong Wang

CoRR, August, 2025

CTSL: Codebook-based Temporal-Spatial Learning for Accurate Non-Contrast Cardiac Risk Prediction Using Cine MRIs.

Haoyang Su, Shaohao Rui, Jinyi Xiang, Lianming Wu, Xiaosong Wang

CoRR, July, 2025

Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning.

Shaohao Rui, Kaitao Chen, Weijie Ma, Xiaosong Wang

CoRR, May, 2025

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis.

Shaohao Rui, Haoyang Su, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang

CoRR, May, 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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

A Composite Alignment-Aware Framework for Myocardial Lesion Segmentation in Multi-sequence CMR Images.

Yifan Gao, Shaohao Rui, Haoyang Su, Jinyi Xiang, Lian-Ming Wu, Xiaosong Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Multi-modal Vision Pre-training for Medical Image Analysis.

Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

BrainMVP: Multi-modal Vision Pre-training for Brain Image Analysis using Multi-parametric MRI.

Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang

CoRR, 2024