Jin-Ke Feng

MGRec: Structure-Grounded Medication Recommendation via Condition-Aware Molecular Representation Learning

Medication recommendation plays a critical role in clinical decision-making by supporting personalized and safe treatment planning. Existing methods rely heavily on historical co-occurrence patterns and primarily optimize discrete prescription prediction objectives, limiting generalization in rare or emerging disease s...