2 papers
cs.CL2026
EMSDialog: Synthetic Multi-person Emergency Medical Service Dialogue Generation from Electronic Patient Care Reports via Multi-LLM Agents
Xueren Ge, Sahil Murtaza, Anthony Cortez +1
Conversational diagnosis prediction requires models to track evolving evidence in streaming clinical conversations and decide when to commit to a diagnosis. Existing medical dialog…
cs.CL2025
Expert-Guided Prompting and Retrieval-Augmented Generation for Emergency Medical Service Question Answering
Xueren Ge, Sahil Murtaza, Anthony Cortez +1
Large language models (LLMs) have shown promise in medical question answering, yet they often overlook the domain-specific expertise that professionals depend on, such as the clini…