Challenge-Enabled Machine Learning to Drug-Response Prediction
Ziyan Wang, Hongyang Li, Christopher Carpenter, Yuanfang Guan
Topics & Concepts
OverfittingMachine learningComputer scienceGeneralizability theoryArtificial intelligenceRobustness (evolution)Drug discoveryBig dataDrug developmentData scienceData miningDrugArtificial neural networkBioinformaticsMedicineMathematicsBiologyGeneChemistryPsychiatryBiochemistryStatisticsComputational Drug Discovery MethodsMachine Learning in Materials ScienceGenetics, Bioinformatics, and Biomedical Research