Cov-Fed: Federated learning-based framework for COVID-19 diagnosis using chest X-ray scans
Isaac Adjei-Mensah, Xiaoling Zhang, Isaac Osei Agyemang, Sophyani Banaamwini Yussif, Adu Asare Baffour, Bernard Cobbinah, Collins Sey, Linda Delali Fiasam, Ijeoma Amuche Chikwendu, Joseph Roger Arhin
Topics & Concepts
Computer scienceArtificial intelligenceCoronavirus disease 2019 (COVID-19)InferenceDeep learningFeature (linguistics)Machine learningEncryptionF1 scoreComputer networkMedicineDiseasePathologyLinguisticsPhilosophyInfectious disease (medical specialty)COVID-19 diagnosis using AIMachine Learning in HealthcareAnomaly Detection Techniques and Applications