Depression Prediction

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• Published Subscription Review Article 20 Dec 2025

  Depression Detection Using AI with Chatbot Support

  By S. A. Patil, Anushka Sanjay Gaikwad, Komal Ashok Gaikwad, Sampada Nitin Aher, Sakshi Babasaheb Mogal

  Abstract: Depression is a major global health concern and a significant contributor to suicide rates worldwide. India reports a high number of suicide cases, making the early detection of mental distress and depression essential for timely intervention. This research presents an AI-based system for depression detection that integrates deep learning, natural language processing (NLP), and a chatbot for user support. The system analyzes facial expressions using convolutional neural networks (CNNs) and …

  Published in Research & Reviews: A Journal of Embedded System & Applications · Vol. 14, Issue 1, 2025 · pp. 01–08 Read article →