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

Specificaties
Paperback, blz. | Engels
Elsevier Science | 2024
ISBN13: 9780323953740
Rubricering
Elsevier Science e druk, 2024 9780323953740
€ 187,00
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Samenvatting

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.

Specificaties

ISBN13:9780323953740
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>Part A: Biology of SARS-CoV-2<br>1. Understanding the molecular basis of pathogenesis of SARS-CoV-2<br>2. Epidemiology, evolution, and phylogeny of Coronaviruses<br>3. Transmission Mechanism and clinical manifestations of SARS-CoV-2<br>4. Diagnostic approaches in SARS-CoV-2 Infection (COVID-19)<br>5. Emerging therapeutic strategies for COVID-19<br>6. Vaccine development strategies and impact<br>7. Mutational landscape and emerging variants of SARS-CoV-2<br>8. Clinical management of Post COVID-19 symptoms and consequences<br><br>Part B: Machine Learning<br>9. Introduction of Artificial Intelligence (AI) and Machine Learning (ML)<br>10. Emerging Technologies for Coronaviruses (COVID-19)<br>11. Diagnosing Coronaviruses (COVID-19) Using Machine Learning<br>12. Radiology Images in Machine Learning: Diagnosing and Combatting COVID-19<br>13. Challenges and Constraints of Using Radiology Images to Diagnose COVID-19<br><br>Part C: Blockchain / IoT<br>14. Artificial Intelligence (AI) and Internet of Things (IoT): Application in Detecting and Containing the Spread of Covid-19<br>15. Checking Covid-19 Transmission Using IoT<br>16. Interpretation and validation of data obtained from Artificial Intelligence<br>17. Socioeconomic and Educational Impact of Pandemic and Use of Blockchain to Control It</p>
€ 187,00
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        Diagnosis and Analysis of COVID-19 using Artificial Intelligence and Machine Learning-Based Techniques