Covid-19: Origin, Detection and Impact Analysis Using Artificial Intelligence Computational Techniques

ISBN-13: 9780367674663 / Angielski / Twarda / 2021 / 510 str.

Ankur Dumka; Alaknanda Ashok; Parag Verma

Opis

This book will highlight progress in terms of Virus Biology, Infection Detection, Prevention, and Control, along with Screening, Testing, and Detection Techniques that will provide learners and researchers (basic to advanceD) with the most innovative computer-driven methodologies for the fight against COVID-19. 

Spis treści

Authors. Part I Origin and Background of COVID-19. Chapter 1 Introduction to Emerging Respiratory Viruses with Coronavirus Disease (COVID-19). Chapter 2 The Origin Molecular Structure, Function, and Evolution Insights of COVID-19: Morphogenesis and Spike Proteins. Part II COVID-19 Screening, Testing and Detection Systems: Different Paths to the Same Destination. Chapter 3 Real Time-Polymerase Chain Reaction (RT-PCR) and Antibody Test. Chapter 4 Antigen–Antibody Reaction-Based Immunodiagnostics Method. Part III COVID-19 Detection: Advanced Image Processing with Artificial Intelligence Techniques. Chapter 5 Lung Function Testing (LFT) with Normal CT Scans and AI Algorithm. Chapter 6 Chest X-Ray Image-Based Testing Using Machine Learning Techniques. Chapter 7 Blood Cell Microscope Image-Based Testing Using Deep Learning Techniques. Part IV Analysis of the Pre- and Post-Impact of the COVID-19 Pandemic Crisis. Chapter 8 Direct and Indirect Impacts of Environmental Factors on the COVID-19 Pandemic. Chapter 9 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Economy. Chapter 10 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Food & Agriculture. Chapter 11 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Hotels, Tour and Travel Sectors. Chapter 12 Direct and Indirect Impacts of the COVID-19 Pandemic Crisis on Human Physical and Physiological Health. Index.