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Knowledge-graph-enhanced multi-scale modeling for drug-drug interaction prediction

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Drug-drug interaction (DDI) prediction is crucial for understanding combined medication effects and preventing adverse reactions. Traditional machine learning methods rely on handcrafted features and lack generalization, while existing deep learning approaches... ...