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

£134.00

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

Microbiology (non-medical)

Dinosaur mascot

Language: English

Published by: Academic Press

Published on: 17th July 2024

Format: LCP-protected ePub

ISBN: 9780323953733


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

Show moreShow less