Book description
ENABLING HEALTHCARE 4.0 for PANDEMICSThe book explores the role and scope of AI, machine learning and other current technologies to handle pandemics.
In this timely book, the editors explore the current state of practice in Healthcare 4.0 and provide a roadmap for harnessing artificial intelligence, machine learning, and Internet of Things, as well as other modern cognitive technologies, to aid in dealing with the various aspects of an emergency pandemic outbreak. There is a need to improvise healthcare systems with the intervention of modern computing and data management platforms to increase the reliability of human processes and life expectancy. There is an urgent need to come up with smart IoT-based systems which can aid in the detection, prevention and cure of these pandemics with more precision. There are a lot of challenges to overcome but this book proposes a new approach to organize the technological warfare for tackling future pandemics.
In this book, the reader will find:
- State-of-the-art technological advancements in pandemic management;
- AI and ML-based identification and forecasting of pandemic spread;
- Smart IoT-based ecosystem for pandemic scenario.
Audience
The book will be used by researchers and practitioners in computer science, artificial intelligence, bioinformatics, data scientists, biomedical statisticians, as well as industry professionals in disaster and pandemic management.
Table of contents
- Cover
- Title page
- Copyright
- Preface
-
Part 1 MACHINE LEARNING FOR HANDLING COVID-19
- 1 COVID-19 and Machine Learning Approaches to Deal With the Pandemic
- 2 Healthcare System 4.0 Perspectives on COVID-19 Pandemic
- 3 Analysis and Prediction on COVID-19 Using Machine Learning Techniques
- 4 Rapid Forecasting of Pandemic Outbreak Using Machine Learning
- 5 Rapid Forecasting of Pandemic Outbreak Using Machine Learning: The Case of COVID-19
-
Part 2 EMERGING TECHNOLOGIES TO DEAL WITH COVID-19
-
6 Emerging Technologies for Handling Pandemic Challenges
- 6.1 Introduction
- 6.2 Technological Strategies to Support Society During the Pandemic
- 6.3 Feasible Prospective Technologies in Controlling the Pandemic
- 6.4 Coronavirus Pandemic: Emerging Technologies That Tackle Key Challenges
- 6.5 The Golden Age of Drone Delivery
- 6.6 Technology Helps Pandemic Management
- 6.7 Conclusion
- References
- 7 Unfolding the Potential of Impactful Emerging Technologies Amid COVID-19
- 8 Advances in Technology: Preparedness for Handling Pandemic Challenges
- 9 Emerging Technologies for COVID-19
- 10 Emerging Techniques for Handling Pandemic Challenges
-
6 Emerging Technologies for Handling Pandemic Challenges
- Part 3 ALGORITHMIC TECHNIQUES FOR HANDLING PANDEMIC
- Index
- End User License Agreement
Product information
- Title: Enabling Healthcare 4.0 for Pandemics
- Author(s):
- Release date: September 2021
- Publisher(s): Wiley-Scrivener
- ISBN: 9781119768791
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