Intelligent Computing Applications for COVID-19

2 Artificial Intelligence in Coronavirus Detection

Recent Findings and Future Perspectives

Syed Ale Hassan, Sahar Gull, Shahzad Akbar, Israr Hanif, Sajid Iqbal, and Muhammad Waqas Aziz

Contents

1. 2.1 Introduction
   1. 2.1.1 Vaccination
   2. 2.1.2 Datasets
      1. 2.1.2.1 Kaggle
      2. 2.1.2.2 Github Repository
   3. 2.1.3 COVID-19 Detection Through Imaging Technologies
      1. 2.1.3.1 CT Imaging
      2. 2.1.3.2 X-Ray Imaging
      3. 2.1.3.3 MRI
2. 2.2 Literature Review
   1. 2.2.1 Overview of ML
      1. 2.2.1.1 COVID-19 Detection Through Conventional ML Classifiers
   2. 2.2.2 Overview of DL
      1. 2.2.2.1 COVID-19 Detection Through DL Classifiers
3. 2.3 Discussion
4. 2.4 Conclusion
5. Conflict of Interest
6. Acknowledgments
7. References

2.1 Introduction

World history has faced several disease outbreaks that have threatened the survival of humanity. The World Health ...