HeteroRAG integrates modality-specific retrieval from medical reports and multi-corpus text sources with preference tuning to improve factual accuracy in Med-LVLMs across 11 datasets.
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 12289–12301
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HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks
HeteroRAG integrates modality-specific retrieval from medical reports and multi-corpus text sources with preference tuning to improve factual accuracy in Med-LVLMs across 11 datasets.