A contrastive pretraining step that aligns static EHR tables with discharge notes improves downstream TabNet predictions on MIMIC-IV readmission and critical outcome tasks.
Best of both worlds: Multimodal contrastive learning with tabular and imaging data
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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.