RxGuard: Knowledge-Guided Safety Guardrails for Medication Recommendation
Medication combination recommendation predicts a set of medications for a patient visit from longitudinal electronic health records (EHRs) and is safety-critical, since feasibility depends on set-level constraints such as drug--drug interactions (DDIs). Despite substantial progress, existing approaches suffer from thre...