RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation
RaceMED is proposed, which incorporates properties (1) and (2) through a dual-branch encoder composed of race-specific and race-general branches that capture idiosyncratic features unique to each racial group and general patterns shared across all patients, and a predictor based on race-aware attention that restricts c...