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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jing Wang

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Open access Aug 2026

Medrecord-CLIP: enhancing fundus disease diagnosis via EHR-guided vision-language pre-training

This work proposes MedRecord-CLIP, a knowledge-enhanced foundation model featuring a diagnosis-guided cross-attention mechanism to adaptively extract and fuse salient patient history with diagnostic representations that highlights the critical value of integrating personalized clinical context to enhance the generaliza...

Lei Shi, Wenbin Zhai, Lei Yu et al. · 0 citations

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