Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data; COVID-19 and Beyond
by Siddhartha Bhattacharyya
English | 2021 | ISBN:0367746069 | 233 pages | pdf | 11.78 MB
Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data: COVID-19 and Beyond is a handy treatise to elicit and elaborate possible intelligent mechanisms for modeling, prediction, diagnosis, and early detection of diseases arising from outbreaks of different epidemics with special reference to COVID-19. Starting with a formal introduction of the human immune systems, this book focuses on the epidemiological aspects with due cognizance to modeling, prevention, and diagnosis of epidemics. In addition, it also deals with evolving decisions on post-pandemic socio-economic structure.
The book offers a comprehensive coverage of the most essential topics, including:
- A general overview of pandemics and their outbreak behavior
- A detailed overview of CI techniques
- Intelligent modeling, prediction, and diagnostic measures for pandemics
- Prognostic models
- Post-pandemic socio-economic structure
The accompanying case studies are based on available real-world data sets.
While other books may deal with this COVID-19 pandemic, none features topics covering the human immune system as well as influences on the environmental disorder due to the ongoing pandemic.
The book is primarily intended to benefit medical professionals and healthcare workers as well as the virologists who are essentially the frontline fighters of this pandemic. In addition, it also serves as a vital resource for relevant researchers in this interdisciplinary field as well as for tutors and postgraduate and undergraduate students of information sciences.
