Artificial Intelligence, Machine Learning, and Mental Health in Pandemics

Chapter Two: Multimodal depression detection using machine learning

Roshan Jahan, and Manish Madhav Tripathi      Computer Science and Engineering, Integral University, Lucknow, Uttar Pradesh, India

Abstract

Depression is a mood disorder that includes feelings of sadness, loss, or anger. It interferes with a person's daily activities. People express frustration in various ways. Some people react on social media whereas other people react in their personal lives. People use social media to share information and chat with friends. This creates a huge amount of data each day. These data can be gathered in the form of images, videos, and text reflecting the mental status of the person. However, researchers are working to employ computational ...