Clinical VLMs enable image-to-report retrieval far above chance (15-50x at N=100-10k), persisting beyond disease labels, with targeted DP on projection heads cutting Recall@1 by 61.8% and preserving AUROC.
Journal of Medical Imaging and Radiation Oncology57(1), 1–7 (2013)
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Cross-modal linkage risk in clinical vision-language models
Clinical VLMs enable image-to-report retrieval far above chance (15-50x at N=100-10k), persisting beyond disease labels, with targeted DP on projection heads cutting Recall@1 by 61.8% and preserving AUROC.