Novel AI and Data Science Advancements for Sustainability in the Era of COVID-19

Chapter 1: Deep learning-based hybrid models for prediction of COVID-19 using chest X-ray

R. Shree Charran^a; Rahul Kumar Dubey^b    a Department of Management Studies, Indian Institute of Science, Bengaluru, Karnataka, India^b Robert Bosch Engineering and Business Solutions Private Limited, Bengaluru, Karnataka, India

Abstract

The ongoing COVID-19 virus infection has ended up being the biggest pandemic to hit mankind in the last century. It has infected in excess of 50 Million across the globe and has taken in excess of 1.5 Million lives. It has posed problems even to the best healthcare systems across the globe. The best way to reduce the spread and damage of COVID-19 is by early detection of the infection and quarantining the infected patients ...