Artificial Intelligence, Machine Learning, and Mental Health in Pandemics

Chapter Three: A graph convolutional network based framework for mental stress prediction

Akhila Sahiti Racherla, Raj Sahu, and Vandana Bhattacharjee      Department of Computer Science and Engineering, Birla Institute of Technology, Mesra, Ranchi, India

Abstract

Mental stress is now a matter of major concern to the society in general, more so, with this current pandemic situation. This research work solves the problem of classifying people based on their mental stress condition, by creating a graph structure and applying node classification. The use of machine learning techniques to healthcare data has been in vogue for quite some time now. However, for some application domains, graphs are a very useful representation and are increasingly ...