Development of a genetic algorithm and NONMEM workbench for automating and improving population pharmacokinetic/pharmacodynamic model selection
M. Ismail, Mark Sale, Yifan Yu, Nikhil Pillai, Sihang Liu, Beth R. Pflug, Robert R. Bies
Topics & Concepts
Computer scienceWorkbenchModel selectionPopulationMachine learningCovariateModel buildingNONMEMGenetic algorithmData miningSelection (genetic algorithm)AlgorithmArtificial intelligencePhysicsVisualizationDemographySociologyQuantum mechanicsStatistical Methods in Clinical TrialsMetabolomics and Mass Spectrometry StudiesPharmacogenetics and Drug Metabolism