Coronavirus Disease 2019 Deep Learning Models: Methodologic Considerations
Andrew Maranhão Ventura Dadario, Joselisa Péres Queiroz de Paiva, Rodrigo Caruso Chate, Birajara Soares Machado, Gilberto Szarf
Abstract
in Radiology, in which they report a deep learning (DL) model applied to chest CT images to identify COVID-19 from community-acquired pneumonia and other lung diseases.However, we believe that some methodological comments are appropriate.
Topics & Concepts
MedicineCoronavirus disease 2019 (COVID-19)Deep learningArtificial intelligenceSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)2019-20 coronavirus outbreakHumanitiesMachine learningDiseaseComputer scienceInternal medicinePathologyInfectious disease (medical specialty)PhilosophyOutbreakCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingAnomaly Detection Techniques and Applications