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AI in Mental Health
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Author(s): Vinsens Aji Pamungkas (Universitas Esa Unggul, Indonesia), Binastya Anggara Sekti (Universitas Esa Unggul, Indonesia), Ryan Putra Laksana (Universitas Esa Unggul, Indonesia), Jefry Sunupurwa Asri (Universitas Esa Unggul, Indonesia), Sawali Wahyu (Universitas Esa Unggul, Indonesia)and Eko Amri Jaya (Universitas Media Nusantara Citra, Indonesia)
Copyright: 2027
Pages: 35
Source title:
Encyclopedia of Modern Artificial Intelligence
Source Author(s)/Editor(s): Mehdi Khosrow-Pour, D.B.A. (Founding Editor-in-Chief, Information Resources Management Journal (IRMJ), USA)
DOI: 10.4018/407378
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Abstract
Mental health disorders affect 970+ million people globally, with 75%+ treatment gaps in developing countries. This chapter examines AI's transformative potential through machine learning, natural language processing, computer vision, and wearable technologies enabling early detection, personalized interventions, and continuous monitoring. Current applications show promise: CBT chatbots like Woebot and Wysa reduce depression/anxiety symptoms; digital phenotyping platforms detect relapses days earlier; computer vision systems enhance PTSD screening. However, challenges exist including algorithmic bias against minorities, privacy concerns, system opacity, and over-reliance risks. The chapter explores future directions emphasizing human-AI collaborative frameworks, federated learning for privacy protection, and explainable AI for transparency. Successful implementation requires interdisciplinary collaboration between computer scientists, healthcare professionals, ethicists, and policymakers for equitable mental health care delivery.
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