Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach
- ISBN-10
- 3030552586
- ISBN-13
- 9783030552589
- Category
- Computers
- Pages
- 307
- Language
- English
- Published
- 2020-10-12
- Publisher
- Springer Nature
- Authors
- Nilanjan Dey, Aboul-Ella Hassanien, Sally Elghamrawy
Description
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.
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