AI RESEARCH
Adapting Foundation Vision-Language Models to Medical Diagnosis via Query-Driven Expert Bridging
arXiv CS.CV
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ArXi:2505.21698v3 Announce Type: replace Vision-language foundation models achieve promising performance in natural image classification, yet their direct application to medical imaging is limited by severe domain shifts, resolution mismatches, and the multi-label nature of clinical diagnosis