Automatic method for classifying COVID-19 patients based on chest X-ray images, using deep features and PSO-optimized XGBoost
Domingos Dias, Luana Batista da Cruz, João Otávio Bandeira Diniz, Giovanni L. F. da Silva, Geraldo Bráz, Aristófanes Corrêa Silva, Anselmo Cardoso de Paiva, Rodolfo Acatauassú Nunes, Marcelo Gattass
Topics & Concepts
PreprocessorParticle swarm optimizationComputer scienceArtificial intelligenceCoronavirus disease 2019 (COVID-19)Classifier (UML)Deep learningPopulationStandardizationBoosting (machine learning)Pattern recognition (psychology)Machine learningMedicinePathologyInfectious disease (medical specialty)Operating systemDiseaseEnvironmental healthCOVID-19 diagnosis using AIAI in cancer detectionRadiomics and Machine Learning in Medical Imaging