Jolia: Concept-Level Vision-Language Alignment for 3D CT Contrastive Learning

Julien Khlaut, Charles Corbière, Baptiste Callard +9

Vision-language contrastive pretraining has become the dominant recipe for 3D medical foundation models, leveraging the large volumes of paired scans and reports produced in clinic…