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
Main Author Hassanien, Aboul Ella
Format eBook Book
LanguageEnglish
Published Cham ; Springer Springer International Publishing 2020
Springer
Edition1st Edition 2020
SeriesStudies in Big Data
Subjects
Artificial Intelligence
Big Data
Biomedical Engineering and Bioengineering
Computational Intelligence
Computer Science
Data Engineering
Engineering
Epidemiology
Online AccessGet full text
ISBN9783030552572
3030552578
ISSN2197-6503
2197-6511
DOI10.1007/978-3-030-55258-9

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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. 
ISBN:9783030552572
3030552578
ISSN:2197-6503
2197-6511
DOI:10.1007/978-3-030-55258-9