This book is dedicated to addressing the major challenges in fighting COVID-19 using artificial intelligence (AI) and machine learning (ML) – from cost and complexity to availability and accuracy. The aim of this book is to focus on both the design and implementation of AI-based approaches in proposed COVID-19 solutions that are enabled and supported by sensor networks, cloud computing, and 5G and beyond. This book presents research that contributes to the application of ML techniques to the problem of computer communication-assisted diagnosis of COVID-19 and similar diseases. The authors present the latest theoretical developments, real-world applications, and future perspectives on this topic. This book brings together a broad multidisciplinary community, aiming to integrate ideas, theories, models, and techniques from across different disciplines on intelligent solutions/systems, and to inform how cognitive systems in Next Generation Networks (NGN) should be designed, developed, and evaluated while exchan
Table of contents (11 chapters)
Front Matter
Pages i-x
Smart Technologies for COVID-19: The Strategic Approaches in Combating the Virus
Bethel Chukwudi Okara, Fadi Al-Turjman
Pages 1-23
A Review on COVID-19
Tanuj Bhatt, Vimal Kumar, Sagar Pande, Rahul Malik, Aditya Khamparia, Deepak Gupta
Pages 25-42
Artificial Intelligence in face of the Novel CoronaVirus
Maram Arto, Fadi Al-Turjman
Pages 43-71
Digital Transformation and Emerging Technologies for COVID-19 Pandemic: Social, Global, and Industry Perspectives
Adarsh Kumar, Kriti Sharma
Pages 73-96
A Deep Analysis and Prediction of COVID-19 in India: Using Ensemble Regression Approach
Dimple Tiwari, Bhoopesh Singh Bhati
Pages 97-109
Image Enhancement in Healthcare Applications: A Review
Kamil Dimililer, Devrim Kayalı
Pages 111-140
Deep Learning Approach Using 3D-ImpCNN Classification for Coronavirus Disease
Murugan Subramaniyan, Arumugam Sampathkumar, Deepak Kumar Jain, Manikandan Ramachandran, Rizwan Patan, Ambeshwar Kumar
Pages 141-152
Drone-Based Social Distancing, Sanitization, Inspection, Monitoring, and Control Room for COVID-19
Adarsh Kumar, Kriti Sharma, Harvinder Singh, P. Srikanth, Rajalakshmi Krishnamurthi, Anand Nayyar
Pages 153-173
Application of AI Techniques for COVID-19 in IoT and Big Data Era: A Survey
Adedoyin A. Hussain, Barakat A. Dawood, Fadi Al-Turjman
Pages 175-211
Application of IoT, AI, and 5G in the Fight Against the COVID-19 Pandemic
Mubarak Ahmad Muhammad, Fadi Al-Turjman
Pages 213-234
AI Techniques for Resource Management During COVID-19
Bandana Mahapatra
Pages 235-252
Back Matter
Pages 253-266
