Article

MRG-R3: Retrieval-Reflection-Reward via Multimodal LLMs Advances Clinical Automated Medical Report Generation

2025-11-20

Abstract excerpt

<title>Abstract</title> <p> Automated medical report generation (MRG) holds promise for tackling mounting radiologist workloads and enhancing diagnostic efficiency. Current approaches, however, are limited by deficiencies in contextual reasoning and clinical integration. Here we introduce MRG-R <sup>3</sup> , a novel Retrieval-Reflection-Reward framework, which enhances MRG by emulating three key behaviors thr...

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Literature Corpus work: e901e131-b31f-5845-bbbd-7fb66c9bcbde
DOI: 10.21203/rs.3.rs-7914595/v1

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