A contrastive pretraining step that aligns static EHR tables with discharge notes improves downstream TabNet predictions on MIMIC-IV readmission and critical outcome tasks.
Gloria: A multimodal global-local representation learning framework for label-efficient medical image recognition
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Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks
A contrastive pretraining step that aligns static EHR tables with discharge notes improves downstream TabNet predictions on MIMIC-IV readmission and critical outcome tasks.