Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study
E. Ferrari, Paolo Bosco, Sara Calderoni, P. Oliva, Letizia Palumbo, Giovanna Spera, Maria Evelina Fantacci, Alessandra Retico
Topics & Concepts
Computer scienceArtificial intelligenceOutlierMachine learningWorkflowClassifier (UML)Generalizability theoryAnomaly detectionAutoencoderUndersamplingAutism spectrum disorderFeature selectionData miningPattern recognition (psychology)Artificial neural networkAutismStatisticsMedicineMathematicsDatabasePsychiatryAutism Spectrum Disorder ResearchMachine Learning in BioinformaticsGenetics and Neurodevelopmental Disorders