Identifying and Mitigating Potential Biases in Predicting Drug Approvals
Qingyang Xu, Elaheh Ahmadi, Alexander Amini, Daniela Rus, Andrew W. Lo
Topics & Concepts
DebiasingAutoencoderMedicineDrug trialValue (mathematics)Clinical trialArtificial intelligenceActuarial scienceDrugLearning curveEconometricsMachine learningComputer scienceInternal medicineArtificial neural networkPsychiatryPsychologyBusinessMathematicsSocial psychologyOperating systemPharmacovigilance and Adverse Drug ReactionsComputational Drug Discovery MethodsBiosimilars and Bioanalytical Methods