Automatic COVID-19 detection from X-ray images using ensemble learning with convolutional neural network

• Published in: Pattern analysis and applications : PAA Vol. 24; no. 3; pp. 1111 - 1124
• Main Authors: Das, Amit Kumar, Ghosh, Sayantani, Thunder, Samiruddin, Dutta, Rohit, Agarwal, Sachin, Chakrabarti, Amlan
• Format: Journal Article
• Language: English
• Published: London Springer London 01.08.2021; Springer Nature B.V
• Subjects: Algorithms; Artificial neural networks; Chest; Computer Science; Coronaviruses; COVID-19; Ensemble learning; Graphical user interface; Medical imaging; Medical personnel; Neural networks; Pattern Recognition; Theoretical Advances; COVID-19; Deep learning; Coronavirus; Ensemble learning; Convolutional neural network

COVID-19 continues to have catastrophic effects on the lives of human beings throughout the world. To combat this disease it is necessary to screen the affected patients in a fast and inexpensive way. One of the most viable steps towards achieving this goal is through radiological examination, Chest...