New machine learning method for image-based diagnosis of COVID-19 - Elaziz, Mohamed Abd; Hosny, Khalid M.; Salah, Ahmad; Darwish, Mohamed M.; Lu, Songfeng; Sahlol, Ahmed T. (PloS one, 2020)
Keywords: Accuracy; Adult; Aged; Aged, 80 and over; Algorithms; Betacoronavirus; Biology and Life Sciences; Chest; Classification; Computer aided medical diagnosis; Computer and Information Sciences; Computer applications; Coronavirus Infections - diagnostic imaging; Coronaviruses; COVID-19; Datasets; Diagnosis; Diagnostic imaging; Epidemics; Evolutionary computation; Feature extraction; Female; Health aspects; Humans; Identification methods; Image classification; Informatics; Learning algorithms; Machine Learning; Male; Medical diagnosis; Medical imaging; Medicine and Health Sciences; Methods; Microprocessors; Middle Aged; Multichannel; Optimization; Pandemics; Performance evaluation; Physical Sciences; Pneumonia, Viral - diagnostic imaging; Radiography, Thoracic; Research and Analysis Methods; SARS-CoV-2; Social Sciences; Software; Thorax - diagnostic imaging; X-Rays; Egypt; China