BrainMVP: Multi-modal Vision Pre-training for Brain Image Analysis using Multi-parametric MRI. - Shaohao Rui; Lingzhi Chen; Zhenyu Tang 005; Lilong Wang; Mianxin Liu; Shaoting Zhang 001; Xiaosong Wang 001 (CoRR, 2024)

Multi-modal Vision Pre-training for Medical Image Analysis. - Shaohao Rui; Lingzhi Chen; Zhenyu Tang 005; Lilong Wang; Mianxin Liu; Shaoting Zhang 001; Xiaosong Wang 001 (CVPR, 2025)

CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis. - Shaohao Rui; Haoyang Su; Jinyi Xiang; Lian-Ming Wu; Xiaosong Wang (CoRR, 2025)

Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning. - Shaohao Rui; Kaitao Chen; Weijie Ma; Xiaosong Wang (CoRR, 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, 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 001 (CoRR, 2025)