Development and testing of a public health emergency intelligence analysis system based on text analysis and NLP analysis
The study successfully establishes an interdisciplinary framework integrating library informatics, epidemiology, and AI. It identifies churches and wedding banquets as key transmission nodes, and village clinics as amplifiers due to delays in identification and reporting. The developed software tool enhances response efficiency, supporting rapid contact tracing and control strategy formulation.
Authors
- Tao Jiang (ORCID: https://orcid.org/0000-0002-2837-6347)
- Xiaoli Huang (ORCID: https://orcid.org/0000-0001-9628-5618)
- Yang Feng (ORCID: https://orcid.org/0000-0002-1741-1258)
- Wencheng Huang
Institutions
- Guilin Medical University (CN)
Publication Details
- Journal
- Frontiers in Public Health
- Published
- 2025-10-16
- DOI
- https://doi.org/10.3389/fpubh.2025.1677306
- Primary Topic
- Data-Driven Disease Surveillance
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Natural Science Foundation of Guangxi Zhuang Autonomous Region
- National Natural Science Foundation of China