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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

P. De Fazio

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2 papers indexed here

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Open access Sep 2026

Predicting early psychiatric readmission among people with major depressive disorder: A machine learning analysis from the prospective multicentre DEEP READ study.

These findings suggest that standard clinical variables may hold predictive value for early readmission in MDD, however, external validation, assessment of model calibration, and clinical utility are needed prior to clinical implementation.

F. Bartoli, Mario Luciano, C. Crocamo et al. · 0 citations
Open access Aug 2026

Differential associations of inflammatory-metabolic markers with depressive symptom dimensions: Towards a clinical phenotyping of immune-metabolic depression.

BACKGROUND Depression is increasingly conceptualized as a biologically heterogeneous condition, with immune-inflammatory and metabolic dysregulation implicated in specific symptom dimensions rather than overall depressive severity. However, it remains unclear whether different combinations of inflammatory and metabolic...

M. Di Nicola, M. Pepe, A. Aguglia et al. · 0 citations

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