Predicting Five Types of Depression from Twitter Tweets using Artificial Intelligence

This research aims to accurately predict five prevalent types of depression (bipolar, atypical, psychotic, major depressive disorder, and postpartum) from Twitter tweets using machine learning and deep learning techniques. An explainable AI approach is also employed to provide reasoning for the model's predictions.