Multi-view Chest X-Ray Vision-Language Pre-training via Semantic-Aware Masked Language Modeling and High-order Alignment
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Chest X-Ray Vision-Language pretraining (VLP) leverages large-scale radiograph-report pairs to develop joint image-text representations, demonstrating significant potential for medical image diagnosis. However, existing VLP approaches often overlook the multi-... ...