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The document presents SafeDrug, a dual molecular graph encoder model designed for recommending effective and safe drug combinations by leveraging drug molecule structures and explicitly modeling drug-drug interactions (DDIs). SafeDrug improves upon existing methods by reducing DDI rates by 19.43% and enhancing recommendation accuracy, while requiring fewer parameters and achieving faster training and inference times. The model incorporates a longitudinal patient representation and dual encoders to capture b

Author

Laouar Sarrah

Language

EN