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Applications of Artificial Intelligence in COVID-19 /

The book examines the role of artificial intelligence during the COVID-19 pandemic, including its application in i) early warnings and alerts, ii) tracking and prediction, iii) data dashboards, iv) diagnosis and prognosis, v) treatments, and cures, and vi) social control. It explores the use of arti...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Nandan Mohanty, Sachi (Editor), Saxena, Shailendra K. (Editor), Satpathy, Suneeta (Editor), Chatterjee, Jyotir Moy (Editor)
Format: eBook
Language:English
Published: Singapore : Springer Singapore : Imprint: Springer, 2021.
Edition:1st ed. 2021.
Series:Medical Virology: From Pathogenesis to Disease Control,
Subjects:
Virology.
Epidemiology.
Artificial intelligence.
Artificial Intelligence.
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:The book examines the role of artificial intelligence during the COVID-19 pandemic, including its application in i) early warnings and alerts, ii) tracking and prediction, iii) data dashboards, iv) diagnosis and prognosis, v) treatments, and cures, and vi) social control. It explores the use of artificial intelligence in the context of population screening and assessing infection risks, and presents mathematical models for epidemic prediction of COVID-19. Furthermore, the book discusses artificial intelligence-mediated diagnosis, and how machine learning can help in the development of drugs to treat the disease. Lastly, it analyzes various artificial intelligence-based models to improve the critical care of COVID-19 patients.
Physical Description:1 online resource (XX, 595 pages 216 illustrations, 147 illustrations in color.)
ISBN:9789811573170
ISSN:2662-9828
DOI:10.1007/978-981-15-7317-0