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A Pharmacogenomic-Informed Representation Improves Multimodal EHR Survival Prediction

2026-01-30 health informatics Title + abstract only
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BackgroundElectronic health record (EHR)-based prognostic modeling is increasingly used in oncology, yet incorporating pharmacogenomic (PGx) knowledge derived from experimental systems into clinical prediction frameworks remains challenging. This gap is driven by fundamental mismatches between controlled drug-mutation assays and heterogeneous, incomplete real-world clinical data. MethodsWe propose a representation transfer framework that integrates PGx embeddings learned from large-scale in vit...

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