Scenario construction and evolutionary analysis of nonconventional public health emergencies based on Bayesian networks

This study provides a new approach for understanding and managing NCPHEs, emphasizing the need to consider the specificity and complexity of such emergencies when developing decision-making strategies. Our contextual derivation model and emergency decision-making system provide practical tools with which to enhance NCPHE response capabilities and promote public health and safety.

Authors

Institutions

Publication Details

Journal
Frontiers in Public Health
Published
2025-02-07
DOI
https://doi.org/10.3389/fpubh.2025.1489904
Citations
1
Primary Topic
COVID-19 epidemiological studies
Type
article
Field-Weighted Citation Impact
1.37

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Scenario construction and evolutionary analysis of nonconventional public health emergencies based on Bayesian networks

Ling He, Lingmei Fu, Jinmei Wang, Yutao Zhu et al.
1 citations
Frontiers in Public Health
COVID-19 epidemiological studies
1.37
article

Scenario construction and evolutionary analysis of nonconventional public health emergencies based on Bayesian networks

Ling He, Lingmei Fu, Jinmei Wang, Yutao Zhu, Qing Yang, Chunfang Cai
article en
1 citations

Abstract

This study provides a new approach for understanding and managing NCPHEs, emphasizing the need to consider the specificity and complexity of such emergencies when developing decision-making strategies. Our contextual derivation model and emergency decision-making system provide practical tools with which to enhance NCPHE response capabilities and promote public health and safety.

Frontiers in Public HealthVol. 13
Nanjing Tech University (CN), Wuhan University of Technology (CN)
Government of Jiangsu Province, Zhejiang University, Wuhan University, Wuhan University School of Medicine
Peace, Justice and strong institutions
Openalex Percentile: Top 26%
COVID-19 epidemiological studies
1.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.