Lin Yang

Prototype-guided Multimodal Retrieval for Knowledge-assisted Interventional Radiology.

Interventional radiology (IR) requires joint reasoning over procedural images and domain-specific clinical knowledge. Existing medical retrieval-augmented generation (RAG) methods are mainly text-oriented or designed for general medical vision-language tasks, and therefore remain limited in retrieving fine-grained visu...