Author

Y. Takefuji

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 · Journal of the American Medi... · 0 citations

Aug 2026

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

Critical limitations in the interpretability and methodological robustness of tree-based algorithms for predicting 1-year unplanned readmissions among elderly patients with coronary heart disease are examined.

Souichi Oka, Maito Suzuki, Y. Takefuji · Geriatric Nursing · 0 citations