Multimodal Human-AI Synergy for Medical Imaging Quality Control: A Hybrid Intelligence Framework with Adaptive Dataset Curation and Closed-Loop Evaluation. - Zhi Qin; Qianhui Gui; Mouxiao Bian; Rui Wang; Hong Ge; Dandan Yao; Ziying Sun; Yuan Zhao; Yu Zhang; Hui Shi; Dongdong Wang; Chenxin Song; et al. (CoRR, 2025)

A Novel Ophthalmic Benchmark for Evaluating Multimodal Large Language Models with Fundus Photographs and OCT Images. - Xiaoyi Liang; Mouxiao Bian; Moxin Chen; Lihao Liu; Junjun He; Jie Xu; Lin Li (CoRR, 2025)

Building a Human-Verified Clinical Reasoning Dataset via a Human LLM Hybrid Pipeline for Trustworthy Medical AI. - Chao Ding; Mouxiao Bian; Pengcheng Chen; Hongliang Zhang; Tianbin Li; Lihao Liu; Jiayuan Chen; Zhuoran Li; Yabei Zhong; Yongqi Liu; Haiqing Huang; Dongming Shan; et al. (CoRR, 2025)

Benchmarking Ethical and Safety Risks of Healthcare LLMs in China-Toward Systemic Governance under Healthy China 2030. - Mouxiao Bian; Rongzhao Zhang; Chao Ding; Xinwei Peng; Jie Xu (CoRR, 2025)