Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach /

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 fo...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Hassanien, Aboul-Ella (Editor), Dey, Nilanjan (Editor), Elghamrawy, Sally (Editor)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:	1st ed. 2020.
Series:	Studies in Big Data, 78
Subjects:	Engineering-Data processing. Artificial intelligence. Computational intelligence. Biomedical engineering. Epidemiology. Big data. Data Engineering. Artificial Intelligence. Computational Intelligence. Biomedical Engineering and Bioengineering. Big Data. Electronic books.
Online Access:	Connect to the full text of this electronic book

Description
Summary:	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. .
Physical Description:	1 online resource (XI, 307 pages 169 illustrations, 130 illustrations in color.)
ISBN:	9783030552589
ISSN:	2197-6511 ;
DOI:	10.1007/978-3-030-55258-9