A community public health emergency resilience assessment framework based on contrastive learning and hyperbolic embedding

IntroductionRecent global health crises have exposed critical gaps in community preparedness for public health emergencies, revealing that existing assessment frameworks often rely on generic indicators that fail to capture specific vulnerabilities.MethodsWe developed an evidence-based assessment fr...

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Hlavní autoři:	Quan Wen, Mazran Ismail, Muhammad Hafeez Abdul Nasir
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2025-11-01
Edice:	Frontiers in Public Health
Témata:	community resilience public health emergency assessment framework emergency preparedness spatial design community services
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fpubh.2025.1651331/full
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