Improving anti-cancer drug response prediction using multi-task learning on graph convolutional networks
Hancheng Liu, Wei Peng, Wei Dai, Jiangzhen Lin, Xiaodong Fu, Li Liu, Lijun Liu, Ning Yu
Topics & Concepts
OverfittingComputer scienceArtificial intelligenceMachine learningGraphConvolutional neural networkTask (project management)Multi-task learningDrug responseDrugArtificial neural networkTheoretical computer scienceBiologyManagementPharmacologyEconomicsComputational Drug Discovery MethodsMachine Learning in Materials ScienceProtein Structure and Dynamics