COVID-19

COVID-19

Origin, Detection and Impact Analysis Using Artificial Intelligence Computational Techniques

Bhardwaj, Anuj; Dumka, Ankur; Dumka, Amit; Verma, Parag; Ashok, Alaknanda

Taylor & Francis Ltd

08/2021

510

Dura

Inglês

9780367674663

15 a 20 dias

1319

Descrição não disponível.
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.
RBD;SARS CoV;Seir Model;MERS;Middle East Respiratory Syndrome Coronavirus;GGOs;Spike Protein;Spike Glycoprotein;SARS Epidemic;Rt PCR Test;Chest CT;Acute Respiratory Distress Syndrome;Ard;CT Scan;CXR Image;Spatial Durbin Model;P8 Extract;Immunodominant Epitopes;Digital PCR;11? Hydroxysteroid Dehydrogenase Type;CT Image;Pathogen Specific Antigens;Concavity Depth;Roc Curve;Convolutional Layers