Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques
eBook - PDF

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques

  1. 428 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques

About this book

Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques offers new insights and demonstrates how machine learning (ML), artificial intelligence (AI), and (Internet of Things (IoT) can be used to diagnose and fight COVID-19 infection. Sections also discuss the challenges we face in using these technologies. Chapters cover pathogenesis, transmission, diagnosis, and treatment strategies for COVID-19, Artificial Intelligence and Machine Learning, and Blockchain /IoT Blockchain technology, examining how AI can be applied as a tool for detection and containment of the spread of COVID-19, and on the socioeconomic and educational post-pandemic impacts of the disease. This is a multidisciplinary resource for those engaged in researching COVID-19 and how emerging technologies are being used as tools for detection, transmission and treatment strategies. - Describes the molecular basis of pathogenesis, epidemiology, transmission mechanism, diagnostic approaches, and the mutational landscape of SARS-CoV-2 - Provides insights into post COVID-19 symptoms and consequences - Demonstrates how machine learning, AI, and IoT is used to diagnose and fight COVID-19 infection - Examines the use of Blockchain technology/IoT and interpretation and validation of data obtained from artificial intelligence

Information

Publisher
Academic Press
Year
2024
Print ISBN
9780323953740
eBook ISBN
9780323953733
Topic
Biological Sciences
Subtopic
Microbiology
Index
Biological Sciences

Table of contents

  1. Front Cover
  2. Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques
  3. Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques
  4. Copyright
  5. Dedication
  6. Contents
  7. Contributors
  8. Foreword
  9. Preface
  10. Acknowledgment
  11. A - Biology of SARS-CoV-2
  12. B - Machine learning
  13. C - Blockchain/IoT
  14. Index
  15. Back Cover

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Yes, you can access Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques by Mohammad Sufian Badar, Nima Rezaei, Hassan Imtiyaz, Jawed Ahmed, Afshar Alam, Mohammad Sufian Badar,Nima Rezaei,Hassan Imtiyaz,Jawed Ahmed,Afshar Alam,M. Afshar Alam in PDF and/or ePUB format, as well as other popular books in Biological Sciences & Microbiology. We have over 1.5 million books available in our catalogue for you to explore.