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On the transfer learning behavior of domain-specific vision-language models in screening mammography

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Vision-Language models have shown remarkable performance for natural images and text. Given the homology of the anatomy, high gray-scale image dimension, and the unbalanced datasets, the traditional VLMs do not adapt well to radiological applications. In this ... ...