2024
DOI: 10.1007/s13753-024-00570-w
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Prioritizing Indicators for Rapid Response in Global Health Security: A Bayesian Network Approach

Abroon Qazi,
Mecit Can Emre Simsekler,
M. K. S. Al-Mhdawi

Abstract: This study explored a Bayesian belief networks (BBNs) approach, developing two distinct models for prioritizing the seven indicators related to the “rapid response to and mitigation of the spread of an epidemic” category within the context of both the specific category and the Global Health Security Index (GHS index). Utilizing data from the 2021 GHS index, the methodology involves rigorous preprocessing, the application of the augmented naive Bayes algorithm for structural learning, and k-fold cross-validatio… Show more

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