COVID-19：人工知能による発生・検出・影響分析 COVID-19 : Origin, Detection and Impact Analysis Using Artificial Intelligence Computational Techniques

COVID-19：人工知能による発生・検出・影響分析<br>COVID-19 : Origin, Detection and Impact Analysis Using Artificial Intelligence Computational Techniques

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COVID-19：人工知能による発生・検出・影響分析
COVID-19 : Origin, Detection and Impact Analysis Using Artificial Intelligence Computational Techniques

Verma, Parag/ Dumka, Ankur/ Ashok, Alaknanda

ウェブストア価格 ¥31,468（本体¥28,608）
CRC Press（2021/08発売）
外貨定価 US$ 150.00
ポイント 286pt

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製本 Hardcover:ハードカバー版／ページ数 510 p.
言語 ENG
商品コード 9780367674663
DDC分類 614.592414

Full Description

This book highlights progress in terms of Virus Biology and Infection Detection, Prevention, and Control, along with Screening, Testing, and Detection Techniques, that will provide learners and researchers (from basic to advanced) with the most innovative computer-driven methodologies for the fight against COVID-19. In addition, this book also covers the Pre- and Post-Impact of the COVID-19 Pandemic Crisis that will definitely provide useful content for researchers to think broadly about the analytical areas affected by COVID-19. This ultimately shows different paths to the same destination to help understand the nature of the COVID-19 pandemic and how to avoid it in the future.

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.