The importance of being external. methodological insights for the external validation of machine learning models in medicine
Federico Cabitza, Andrea Campagner, Felipe Soares, Luis García de Guadiana‐Romualdo, Feyissa Challa, Adela Sulejmani, Michela Seghezzi, Anna Carobene
Topics & Concepts
Computer scienceSimilarity (geometry)Machine learningReliability (semiconductor)Data miningArtificial intelligenceRobustness (evolution)Summative assessmentStatisticsMathematicsFormative assessmentImage (mathematics)ChemistryPhysicsGeneQuantum mechanicsBiochemistryPower (physics)Artificial Intelligence in Healthcare and EducationExplainable Artificial Intelligence (XAI)Machine Learning in Healthcare