Assessing machine learning approaches for predicting failures of investigational drug candidates during clinical trials
Lijo John, Hridoy Jyoti Mahanta, Yarasi Soujanya, G. Narahari Sastry
Topics & Concepts
Machine learningComputer scienceArtificial intelligenceTest setSet (abstract data type)Clinical trialBinary classificationPredictive modellingScalabilitySupport vector machineDrug developmentTraining setData miningDrugMedicinePharmacologyPathologyDatabaseProgramming languageComputational Drug Discovery MethodsBiosimilars and Bioanalytical MethodsStatistical and Computational Modeling