Studies in Computational Intelligence

Understanding COVID-19: The Role of Computational Intelligence

Editors: Nayak, Janmenjoy, Naik, Bighnaraj, Abraham, Ajith (Eds.)

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  • Presents advanced computational intelligence approaches spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, self-organizing systems, fuzzy systems, and hybrid intelligent systems in solving COVID-19
  • Covers novel computational intelligence and technological models for the purpose of effective COVID-19 solving at par with the standards laid down by the World Health Organization
  • Written by experts in the field
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eBook 128,39 €
price for Spain (gross)
  • ISBN 978-3-030-74761-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-030-74760-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book provides a comprehensive description of the novel coronavirus infection, spread analysis, and related challenges for the effective combat and treatment. With a detailed discussion on the nature of transmission of COVID-19, few other important aspects such as  disease symptoms, clinical application of radiomics, image analysis, antibody treatments, risk analysis, drug discovery, emotion and sentiment analysis, virus infection, and fatality prediction are highlighted. The main focus is laid on different issues and futuristic challenges of computational intelligence techniques in solving and identifying the solutions for COVID-19. The book drops radiance on the reasons for the growing profusion and complexity of data in this sector. Further, the book helps to focus on further research challenges and directions of COVID-19 for the practitioners as well as researchers. 

Table of contents (23 chapters)

Table of contents (23 chapters)
  • COVID-19 Pandemic: Theory, Concepts and Challenges

    Pages 3-29

    Banerjee, Anindya (et al.)

  • Evolutionary Algorithm Based Summarization for Analyzing COVID-19 Medical Reports

    Pages 31-58

    Mallick, Chirantana (et al.)

  • Chest CT in COVID-19 Pneumonia: Potentials and Limitations of Radiomics and Artificial Intelligence

    Pages 59-76

    Vernuccio, Federica (et al.)

  • Use of Deep Learning Based Frameworks on Pixel Scaled Images of Chest CT Scans for Detection of COVID-19

    Pages 77-99

    Shetty, Sushant (et al.)

  • SARS-CoV-2 Infection and Antibody-Dependent Enhancement

    Pages 101-113

    Bastug, Aliye (et al.)

Buy this book

eBook 128,39 €
price for Spain (gross)
  • ISBN 978-3-030-74761-9
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 166,39 €
price for Spain (gross)
  • ISBN 978-3-030-74760-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Understanding COVID-19: The Role of Computational Intelligence
Editors
  • Janmenjoy Nayak
  • Bighnaraj Naik
  • Ajith Abraham
Series Title
Studies in Computational Intelligence
Series Volume
963
Copyright
2022
Publisher
Springer International Publishing
Copyright Holder
The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-74761-9
DOI
10.1007/978-3-030-74761-9
Hardcover ISBN
978-3-030-74760-2
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XV, 569
Number of Illustrations
61 b/w illustrations, 173 illustrations in colour
Topics