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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

Y. Takefuji

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2 papers indexed here

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Sep 2026

Strengthening Global Health Governance: Recommendations for the World Health Organization in Future Pandemic Responses.

OBJECTIVES The COVID-19 pandemic exposed critical vulnerabilities in the World Health Organization's (WHO) governance structures, raising significant concerns about its capacity to manage global public health crises. Governance challenges, including delayed responses, inadequate international coordination, and communic...

Y. Takefuji · 0 citations
Aug 2026

Beyond predictive performance: Interpretability challenges and feature importance bias in XGBoost-based readmission models.

Song et al. report a machine-learning framework based on the eXtreme Gradient Boosting (XGBoost) algorithm for predicting 1-year unplanned readmissions among elderly patients with coronary heart disease (CHD). This commentary examines critical limitations in the interpretability and methodological robustness of such mo...

S. Oka, Maito Suzuki, Y. Takefuji · 0 citations

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