James Jialun Zhao

Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation

Multimodal foundation models hold significant potential for automating radiology report generation, thereby assisting clinicians in diagnosing cardiac diseases. However, generated reports often suffer from serious factual inaccuracy. In this paper, we introduce a fact-aware multimodal retrieval-augm…