Understanding COVID-19: The Role of Computational Intelligence -

Understanding COVID-19: The Role of Computational Intelligence

Buch | Hardcover
XV, 569 Seiten
2021 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-74760-2 (ISBN)
213,99 inkl. MwSt
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. 

COVID-19 Pandemic: Theory, Concepts and Challenges.- SARS-CoV-2 Infection and Antibody-Dependent Enhancement.- Application of Deep Learning Techniques for COVID-19 Management.- Geographic spread and control of 2019-nCoV in the absence of vaccine.- An integrated GIS/GPS based e-Governance approach for different agencies to fight againstCOVID-19.- Deep Learning for COVID-19. 

Erscheinungsdatum
Reihe/Serie Studies in Computational Intelligence
Zusatzinfo XV, 569 p. 234 illus., 173 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 1039 g
Themenwelt Mathematik / Informatik Informatik Datenbanken
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte Artificial Intelligence • Computational Intelligence • Covid-19 • Data Analysis • Neural networks
ISBN-10 3-030-74760-3 / 3030747603
ISBN-13 978-3-030-74760-2 / 9783030747602
Zustand Neuware
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