Computational Intelligence Techniques for Combating COVID-19

Computational Intelligence Techniques for Combating COVID-19
Author: Sandeep Kautish
Publisher: Springer Nature
Total Pages: 392
Release: 2021
Genre: Biomedical engineering
ISBN: 3030689360

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This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational biological approaches that are aiming to combat COVID-19. The book gives the technological key drivers behind using AI to find drugs that target the virus, shedding light on the structure of COVID-19, detecting the outbreak and spread of new diseases, spotting signs of a COVID-19 infection in medical images, monitoring how the virus and lockdown is affecting mental health, and forecasting how COVID-19 cases and deaths will spread across cities and why. Further, the book helps readers understand computational intelligence techniques combating COVID-19 in a simple and systematic way. Provides a comprehensive reference covering innovations and development of theories, conceptual models and computational algorithms focused on COVID-19; Asserts all relevant research, key themes, complex adaptive systems, metrics and paradigms dedicated towards COVID-19, enabled with evolutionary methods of computational sciences; Explores how AI and computational techniques can help to predict which patients with the virus would go on to develop Acute Respiratory Distress Syndrome (ARDS).


Computational Intelligence Techniques for Combating COVID-19
Language: en
Pages: 392
Authors: Sandeep Kautish
Categories: Biomedical engineering
Type: BOOK - Published: 2021 - Publisher: Springer Nature

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This book presents the latest cutting edge research, theoretical methods, and novel applications in the field of computational intelligence and computational bi
Intelligent Systems and Methods to Combat Covid-19
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This book discusses intelligent systems and methods to prevent further spread of COVID-19, including artificial intelligence, machine learning, computer vision,
Computational Intelligence Methods in COVID-19: Surveillance, Prevention, Prediction and Diagnosis
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Authors: Khalid Raza
Categories: Technology & Engineering
Type: BOOK - Published: 2020-10-16 - Publisher: Springer Nature

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The novel coronavirus disease 2019 (COVID-19) pandemic has posed a major threat to human life and health. This book is beneficial for interdisciplinary students
Computational Modeling and Data Analysis in Covid-19 Research
Language: en
Pages: 280
Authors: Taylor & Francis Group
Categories:
Type: BOOK - Published: 2021-05-18 - Publisher: CRC Press

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This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage and proposed ideas and models with architecture to ha
Computational Intelligence for COVID-19 and Future Pandemics
Language: en
Pages: 435
Authors: Utku Kose
Categories: Technology & Engineering
Type: BOOK - Published: 2022-01-01 - Publisher: Springer Nature

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The book covers a wide topic collection starting from essentials of Computational Intelligence to advance, and possible application types against COVID-19 as we