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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Christelle Langley

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Editorial Open access Sep 2026

Reading and associations with brain health, cognition, well-being, and mental health

Abstract Growing recognition of the importance of prevention in mental health has led to increased interest in modifiable lifestyle factors that support brain health, cognition, and well-being. This editorial examines evidence for an accessible and low-cost protective factor across the lifespan, namely reading for plea...

B. Sahakian, Vicki Perrin, Christelle Langley · 0 citations
Review Sep 2026

The Future of Artificial Intelligence and Emerging Technologies in Mental Health: Prospects, Challenges, and a Roadmap for Personalized Treatment.

This review examines how AI and emerging technologies may contribute to mental health care across diagnostic assessment, biomarker development, treatment selection, personalized neuromodulation, adaptive interventions, and conversational agents.

N. Qiu, Duo-Duo Xu, B. Sahakian et al. · 0 citations
Open access Aug 2026

Deep learning reveals a neurocomputational mechanism predicting depression risk in adolescents

Early detection and prevention of psychiatric disorders, particularly depression, remain as major global health challenges, yet reliable tools for identifying individuals before symptom onset are lacking. Here, we combine functional neuroimaging with computational modeling to identify a mechanistic biomarker of depress...

Han Lu, Xiaoqian Yan, Benjamin Becker et al. · 0 citations

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