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Intelligent Modeling, Prediction, and Diagnosis from Epidemiological Data
COVID-19 and Beyond
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Main description:

The book offers 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.


Contents:

1. Human Immune System and Infectious Disease

Faruk Bin Poyen

2. A Systematic Review of Predictive Models on COVID-19 with a Special Focus on CARD Modeling with SEI Formulation-An Indian Scenario

Sougata Mazumder, Debjit Majumder, and Prasun Ghosal

3. Data Analytics to Assess the Outbreak of the Coronavirus Epidemic: Opportunities and Challenges

Mourade Azrour and Jamal Mabrouki

4. Leveraging Artificial Intelligence (AI) during the Coronavirus Pandemic: Applications and Challenges

Prabha Susy Mathew, Anitha S. Pillai, and Bindu Menon

5. Early Prediction of Coronavirus Epidemic Outbreak Using Stacked Long Short-Term Memory Networks

Debanjan Konar, Siddhartha Bhattacharyya, Sourav De, Aparajita Das, Jan Platos, Sergey V. Gorbachev, and Khan Muhammad

6. Use of Satellite Sensors to Diagnose Changes in Air Quality in Africa Before and During the COVID-19 Pandemic

Loubna Bouhachlaf, Jamal Mabrouki, Fatimazahra Mousli, Souad El Hajjaji, and Driss Dhiba

7. Public Sentiments Analysis through Tweets on the COVID-19 Pandemic: A Comparative Study and Performance Assessment

Bhagwati Prasad Pande and Koushal Kumar

8. Exploring Twitter Data to Understand the Impact of COVID-19 Pandemic in India Using NLP and Deep Learning

Rahul Deb Das, Ananda Sankar Pal, Madorina Paul, and Anjan Mandal

9. Novel Coronavirus (COVID-19): Tracking, Health Care Precautions, Alerts, and Early Warnings

Anupam Mondal and Naba Kumar Mondal

10. Edge Computing-Based Smart Healthcare System for Home Monitoring of Quarantine Patients: Security Threat and Sustainability Aspects

Biswajit Debnath, Adrija Das, Ankita Das, Rohit Roy Chowdhury, Saswati Gharami, and Abhijit Das


PRODUCT DETAILS

ISBN-13: 9780367746063
Publisher: Taylor & Francis (CRC Press)
Publication date: November, 2021
Pages: 256
Weight: 576g
Availability: Available
Subcategories: Epidemiology, Infectious Diseases

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