Litcius/Paper detail

Learning motif-based graphs for drug–drug interaction prediction via local–global self-attention

Yi Zhong, Gaozheng Li, Yang Ji, Houbing Zheng, Yongqiang Yu, Jiheng Zhang, Heng Luo, Biao Wang, Zuquan Weng

2024Nature Machine Intelligence52 citationsDOI

Topics & Concepts

InterpretabilityDrugPolypharmacySAFERComputer scienceDrug-drug interactionDrug reactionMachine learningRisk analysis (engineering)Drug targetPharmacologyMedicineArtificial intelligenceComputer securityComputational Drug Discovery MethodsPharmacogenetics and Drug MetabolismCholinesterase and Neurodegenerative Diseases