Federated learning for COVID-19 screening from Chest X-ray images

• Published in: Applied soft computing Vol. 106; p. 107330
• Main Authors: Feki, Ines, Ammar, Sourour, Kessentini, Yousri, Muhammad, Khan
• Format: Journal Article
• Language: English
• Published: United States Elsevier B.V 01.07.2021
• Subjects: CNN; COVID-19 screening; Decentralized training; Deep learning; Federated learning; X-ray images; Deep learning; CNN; Decentralized training; COVID-19 screening; Federated learning; X-ray images

Today, the whole world is facing a great medical disaster that affects the health and lives of the people: the COVID-19 disease, colloquially known as the Corona virus. Deep learning is an effective means to assist radiologists to analyze the vast amount of chest X-ray images, which can potentially...