Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients
Jianzhu Ma, Samson Fong, Yunan Luo, Christopher J. Bakkenist, John Paul Shen, Soufiane Mourragui, Lodewyk F.A. Wessels, Marc Hafner, Roded Sharan, Jian Peng, Trey Ideker
Topics & Concepts
Computer scienceConvolutional neural networkArtificial intelligenceTransfer of learningMachine learningDrug responseOne shotDeep learningArtificial neural networkExpansiveDrug discoveryThroughputCDK inhibitorDrugComputational biologyBioinformaticsCellBiologyCyclin-dependent kinasePharmacologyComposite materialCell cycleGeneticsMaterials scienceEngineeringMechanical engineeringCompressive strengthTelecommunicationsWirelessCell Image Analysis TechniquesComputational Drug Discovery MethodsAdvanced Fluorescence Microscopy Techniques