Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach
Author | : Aboul-Ella Hassanien |
Publisher | : Springer Nature |
Total Pages | : 306 |
Release | : 2020-10-12 |
ISBN-10 | : 9783030552589 |
ISBN-13 | : 3030552586 |
Rating | : 4/5 (89 Downloads) |
Book excerpt: This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first part discusses the forecasting and visualization of the COVID-19 data. The second part describes applications of artificial intelligence in the COVID-19 diagnosis of chest X-Ray imaging. The third part discusses the insights of artificial intelligence to stop spread of COVID-19, while the last part presents deep learning and big data analytics which help fight the COVID-19.