Zhiying He

EMRModel: A Large Language Model for Extracting Medical Consultation Dialogues into Structured Medical Records

2025 · arXiv (Cornell University)

Medical consultation dialogues contain critical clinical information, yet their unstructured nature hinders effective utilization in diagnosis and treatment. Traditional methods, relying on rule-based or shallow machine learning techniques, struggle to capture deep and implicit semantics. …