MGRec: Structure-Grounded Medication Recommendation via Condition-Aware Molecular Representation Learning
MGRec is a framework that shifts learning from discrete prescription prediction to condition-aware modeling in a continuous molecular representation space and introduces a DDI (drug-drug interaction)-guided latent regularization to integrate drug interaction knowledge at the representation level to improve clinical saf...