P. R. Reddy

MERGE-Med: Multi-Expert Retrieval-Grounded Engine for Medical Report Summarization Using Hierarchical RAG and Contrastive Learning

Electronic health records (EHRs) have created large volumes of clinical data that require automated and accurate summarization that patients can understand. Current large language models (LLMs) are prone to hallucination and show limited task specialization and inadequate clinical grounding. MERGE-Med is a hybrid multi...