Onco-Retriever: Generative Classifier for Efficient Retrieval of Oncology Data from Electronic Health Records

A lightweight, cost-effective methodology for creating an oncology-specific retrieval model that outperforms conventional embedding-based and large language models in precision, recall, and efficiency.