Application of deep learning techniques for detection of COVID-19 cases using chest X-ray images: A comprehensive study

• Published in: Biomedical signal processing and control Vol. 64; p. 102365
• Main Authors: Nayak, Soumya Ranjan, Nayak, Deepak Ranjan, Sinha, Utkarsh, Arora, Vaibhav, Pachori, Ram Bilas
• Format: Journal Article
• Language: English
• Published: England Elsevier Ltd 01.02.2021
• Subjects: Chest X-ray; Convolutional Neural Networks; COVID-19; Optimization algorithms; SARS-CoV-2; COVID-19; Optimization algorithms; SARS-CoV-2; Convolutional Neural Networks; Chest X-ray

The emergence of Coronavirus Disease 2019 (COVID-19) in early December 2019 has caused immense damage to health and global well-being. Currently, there are approximately five million confirmed cases and the novel virus is still spreading rapidly all over the world. Many hospitals across the globe ar...