Recent Advancements in Computational Intelligence: Concepts, Methodologies and Applications (Part 1)

A Chatbot-based Assistant for Mental Health Disorders Using Transformers

Author(s): Rajganesh Nagarajan*, Kaushik Raja D., Lekshman Babu D. and M. Maanesh

Pp: 167-182 (16)

DOI: 10.2174/9798898810337125010011

* (Excluding Mailing and Handling)

Abstract

In recent years, mental healthcare has emerged as a critical global concern, with escalating rates of stress, anxiety, and depression affecting individuals across diverse demographics. However, conventional approaches to treatment and support often face significant barriers, including stigma, limited accessibility, and resource constraints. In order to tackle these obstacles, we suggest creating a transformative mental health voice generative assistant, harnessing the power of state-of-the-art Transformer models and cutting-edge Artificial Intelligence (AI) technologies. The envisioned solution seeks to revolutionize mental healthcare by offering a readily accessible, personalised, and empathetic support system to individuals in need. This assistant attempts to offer real-time guidance, coping mechanisms, and companionship that are specific to the needs and emotions of each user by combining sophisticated AI algorithms, Natural Language Processing (NLP), and emotional intelligence skills. By leveraging deep learning techniques, the assistant will continuously adapt and evolve its responses based on user interactions, fostering a sense of connection and understanding. 


Keywords: Artificial intelligence, Chatbot, Mental health, Natural language processing, Transformer.

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