Intro
Preface
Contents
Editors and Contributors
1 An Overview of Significant Role of Data Science and Its Associated Methodologies in COVID-19 Handling
1 Introduction
1.1 Purpose of the Study
1.2 Technologies Used
2 Role of AI to Identify, Track, and Forecast Coronavirus Outbreaks
2.1 Tracking
2.2 Forecast
3 Data Science Technologies in Diagnosis of Corona Virus
4 Potential Use of Robots and Drones to Sterilize, Food Delivery, and Perform Emergency Tasks
4.1 Used as a Disinfectant
4.2 Remote Delivery
4.3 Maintain Order

5 Drug Discovery and Pattern Matching of Protein Structure Using Machine Learning
6 Deep Neural Networks in Screening and Tracking of Coronavirus Affected Individuals
6.1 Case Study
7 Use of Chatbot to Share Information
7.1 How Does the Chatbot Works?
8 Symptom Analysis Using Machine Learning Approach
8.1 Case Study
9 Futuristic AI-Based Treatment Methods
10 Computer Vision to Detect Coronavirus Infection
10.1 CT Scans
10.2 X-Ray Imagery
10.3 Temperature Check
10.4 AI Models to Detect Mask-Wearing Detection to Developers

11 Using AI to Screen COVID-19 Patients
12 Opinion Mining and Sentimental Analysis for COVID Information Tracking
12.1 Case Study
13 Image Processing of COVID-19 Pictorial Samples
13.1 Case Study
14 Data Science Norms and Guidelines
15 Intelligent Predictive Frameworks for COVID-19 Diagnosis
15.1 Case Study
16 Application for Big Data in Coronavirus Analysis
17 Integration of IOT and Cloud Computing in COVID-19 Detection and Diagnosis
17.1 Case Study
18 Limitations of Data Science Technologies
19 Conclusion
References

2 Role of Artificial Intelligence in Forecast Analysis of COVID-19 Outbreak
1 Introduction
2 A Survey of AI Against COVID-19
3 Role of Artificial Intelligence (AI) in Handling Pandemic
4 Artificial Intelligence in Identifying the COVID-19 Patients
5 AI in Tracking the Spread of the Virus
6 AI in Forecasting COVID-19 Cases
7 AI in Treatment COVID-19 Cases
8 Conclusion
References
3 Application of Artificial Intelligence (AI) for the Effective Screening of COVID-19
1 Introduction
2 AI-Based Recent Works for COVID-19 Screening

3 AI-Based System or Tools for COVID-19 Detection and Monitoring
3.1 AI-Based Screening Using Computerized Tomography (CT) Scans
3.2 AI-Based Screening Using Chest X-Rays
3.3 Case Study-Analyzing COVID-19 Cases with AI (It is a Case Extracted from Lunit Website [21])
4 Other AI-Based Methods/Tools for COVID-19 Screening
4.1 AI-Powered Loss of Smell (Anosmia) and Loss of Taste (Ageusia) Tests
4.2 AI-Enabled Electrocardiogram (ECG) for COVID-19
4.3 COVID-19 Screening Using Voice Samples with AI
4.4 COVID-19 Screening from Cough Sounds with AI
5 Summary
References