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Multimodal AI in healthcare: Review of vision-language foundation models for real-world medical applications

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The emergence of foundation models has marked a transformative shift in AI, enabling robust generalization across diverse downstream tasks through putative zero-shot learning. Large Language Models and Vision-Language Models have demonstrated strong capabiliti... ...