Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort - Mortani Barbosa, Eduardo J.; Georgescu, Bogdan; Chaganti, Shikha; Aleman, Gorka Bastarrika; Cabrero, Jordi Broncano; Chabin, Guillaume; Flohr, Thomas; Grenier, Philippe; Grbic, Sasa; Gupta, Nakul; Mellot, François; Nicolaou, Savvas; et al. (European radiology, 2021)
Keywords: Attenuation; Chest; Classification; Classifiers; Cluster analysis; Clustering; Computed tomography; Coronaviruses; COVID-19; Deep learning; Diagnostic Radiology; Feature extraction; Humans; Imaging; Imaging Informatics and Artificial Intelligence; Internal Medicine; Interventional Radiology; Learning algorithms; Lung diseases; Machine Learning; Medicine; Medicine & Public Health; Neuroradiology; Opacity; Pneumonia; Probability distribution; Radiology; Retrospective Studies; SARS-CoV-2; Sensitivity; Statistical analysis; Thorax; Ultrasound; COVID-19; Deep learning; Tomography; Viral pneumonia; Classification