2 papers
cs.CV2026
Med-OPD: Improving Medical Vision-Language Models via Evidence-Aware On-Policy Distillation
Yunhang Qian, Jiaquan Yu, Jiawei Liu +3
Medical Vision-Language Models (Med-VLMs) require reliable reasoning from fine-grained visual evidence, yet existing models can produce plausible clinical answers by relying on lan…
cs.AI2026
MedMASLab: A Unified Orchestration Framework for Benchmarking Multimodal Medical Multi-Agent Systems
Yunhang Qian, Xiaobin Hu, Jiaquan Yu +6
While Multi-Agent Systems (MAS) show potential for complex clinical decision support, the field remains hindered by architectural fragmentation and the lack of standardized multimo…