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Computational Strategies for Depression Detection and Treatment: The Role of Behavioral Activation and Neurobiological Insights - A Systematic Review

2025-03-28 health informatics Title + abstract only
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ObjectiveDepression is a multifaceted disorder with neurobiological, behavioral, and environmental components. This review aims to explore how artificial intelligence (AI) and computational methods are advancing the understanding and treatment of depression, focusing on neurobiological mechanisms, early detection, and behavioral activation (BA) interventions. MethodsA comprehensive literature review was conducted searching PubMed, Scopus, ACM, and Web of Science databases. From 77654 articles i...

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