Handling class imbalance in COVID-19 chest X-ray images classification: Using SMOTE and weighted loss
Ekram Chamseddine, Nesrine Mansouri, Makram Soui, Mourad Abed
Topics & Concepts
Artificial intelligenceCoronavirus disease 2019 (COVID-19)Computer scienceOversamplingConvolutional neural networkMachine learningClass (philosophy)Categorical variableF1 scoreTask (project management)Pattern recognition (psychology)MedicineInternal medicineManagementBandwidth (computing)Computer networkInfectious disease (medical specialty)EconomicsDiseaseCOVID-19 diagnosis using AIArtificial Intelligence in HealthcareDigital Imaging for Blood Diseases