Automated medical diagnosis of COVID-19 through EfficientNet convolutional neural network

• Published in: Applied soft computing Vol. 96; p. 106691
• Main Authors: Marques, Gonçalo, Agarwal, Deevyankar, de la Torre Díez, Isabel
• Format: Journal Article
• Language: English
• Published: United States Elsevier B.V 01.11.2020
• Subjects: Automated decision support system; Convolutional Neural Network (CNN); COVID-19; Deep learning; Machine learning; COVID-19; Deep learning; Automated decision support system; Machine learning; Convolutional Neural Network (CNN)

COVID-19 infection was reported in December 2019 at Wuhan, China. This virus critically affects several countries such as the USA, Brazil, India and Italy. Numerous research units are working at their higher level of effort to develop novel methods to prevent and control this pandemic scenario. The...