A causal perspective on dataset bias in machine learning for medical imaging
Charles Jones, Daniel C. Castro, Fabio De Sousa Ribeiro, Ozan Oktay, Melissa D. McCradden, Ben Glocker
Topics & Concepts
Perspective (graphical)Computer scienceArtificial intelligenceMachine learningData sciencePresentation (obstetrics)Causal inferenceCausal structureDebiasingCausal modelRisk analysis (engineering)PsychologyMedicineCognitive scienceQuantum mechanicsRadiologyPathologyPhysicsArtificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)Ethics in Clinical Research