DeepCDR: a hybrid graph convolutional network for predicting cancer drug response
Liu Q, Hu Z, Jiang R, Zhou M. DeepCDR: a hybrid graph convolutional network for predicting cancer drug response. Bioinformatics 2020, 36: i911-i918. PMID: 33381841, DOI: 10.1093/bioinformatics/btaa822.Peer-Reviewed Original ResearchConceptsCancer drug responsePredicting cancer drug responseDrug responseAnti-cancer drug designCancer-associated genesMulti-omics profilingSupplementary dataHybrid graph convolutional networkDrug designTranscriptome profilingOmics profilesCancer cellsCancer biologyChemical structures of drugsBioinformaticsProfile of individual patientsGraph convolutional networkCancer typesBonding of drugHeterogeneity of cancer patientsConvolutional networkIntrinsic chemical structuresStructure of drugsFeatures of drugsGenes
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