Enhancing Large Language Models with Retrieval-Augmented Generation: A Radiology-Specific Approach

Authors: Dane A. Weinert, Andreas M. Rauschecker

Published: 2025-03-12

DOI: 10.1148/ryai.240313

Source: Full article

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Abstract

Retrieval-augmented generation (RAG) significantly improves the performance of some large language models on a radiology examination, highlighting the need for further optimization and evaluation of RAG in radiology.