Feature Robustness and Sex Differences in Medical Imaging: A Case Study in MRI-Based Alzheimer’s Disease Detection
Eike Petersen, Aasa Feragen, Maria Luise da Costa Zemsch, Anders Henriksen, Oskar Eiler Wiese Christensen, Melanie Ganz, for the Alzheimer’s Disease Neuroimaging Initiative
Topics & Concepts
Computer scienceRobustness (evolution)Artificial intelligenceConvolutional neural networkLogistic regressionPattern recognition (psychology)Spurious relationshipFeature selectionMachine learningMedical imagingRegressionTraining setStatisticsMathematicsChemistryBiochemistryGeneRadiomics and Machine Learning in Medical ImagingMedical Imaging and AnalysisAI in cancer detection