Jing-Xiang Yang

Drug–Drug Interaction Prediction: Aligning Evidence, Models, Validation, and Clinical Use

A claim-centered framework is introduced that clarifies which claims current DDI benchmarks can support and what additional evidence is needed before predictions can guide prescribing or monitoring and shows that useful explanations require evidence alignment and actionability in addition to visual plausibility.