Causal machine learning for predicting treatment outcomes
Stefan Feuerriegel, Dennis Frauen, Valentyn Melnychuk, Jonas Schweisthal, Konstantin Heß, Alicia Curth, Stefan Bauer, Niki Kilbertus, Isaac S. Kohane, Mihaela van der Schaar
Topics & Concepts
Key (lock)Computer scienceMachine learningPerspective (graphical)Clinical trialArtificial intelligenceCausal inferenceMedicineInternal medicinePathologyComputer securityAdvanced Causal Inference TechniquesStatistical Methods in Clinical TrialsHealth Systems, Economic Evaluations, Quality of Life