2 papers
cs.IR2026
EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records
Saeed Shurrab, Mariam Al-Omari, Dana El Samad +1
Electronic Health Records (EHR) contain rich longitudinal patient information and are widely used in predictive modeling applications. However, effectively leveraging historical da…
cs.LG2026
Data-Driven Priors for Uncertainty-Aware Deterioration Risk Prediction with Multimodal Data
L. Julián Lechuga López, Tim G. J. Rudner, Farah E. Shamout
Safe predictions are a crucial requirement for integrating predictive models into clinical decision support systems. One approach for ensuring trustworthiness is to enable models'…