Enabling Healthcare 4.0 for Pandemics

1COVID-19 and Machine Learning Approaches to Deal With the Pandemic

Sapna Juneja^1*, Abhinav Juneja², Vikram Bali³ and Vishal Jain⁴

¹IMS Engineering College, Ghaziabad, India

²KIET Group of Institutions, Ghaziabad, India

³JSS Academy of Technical Education, Noida, India

⁴Sharda University, Greater Noida, India

Abstract

The whole world is struggling to live with COVID-19 and even a single step of technology revolution can help in dealing with this pandemic. Artificial Intelligence and Machine Learning approaches are being used by the researchers around the globe to completely understand and address this situation. In this Corona crisis, companies are trying to implement this AI and ML techniques in various fields ranging from manufacturing, resource management, remote monitoring etc. On the other hand, ML approach is being used by the researchers for supporting healthcare related issues arisen due to COVID-19.

Keywords: COVID-19, support vector machine, convolutional neural network, drones

1.1 Introduction

Pandemics are a serious issue for human community. In general COVID-19 is not the first pandemic ever in the history and it will not be the last also. Many researchers across the globe are working towards the same in order to deal with it. The aim of this research is to shed a light on their efforts in order to identify that how machine learning approach can be useful in such situation. Machine Learning techniques can help out the researchers in determining the people who ...