Application and comparison of ARIMA, LSTM, and ARIMA-LSTM models for predicting foodborne diseases in Liaoning Province
The ARIMA-LSTM model is considered the optimal model for predicting foodborne disease incidence in Liaoning Province in 2025.
Authors
- Wenli Diao
- Hao Zhang (ORCID: https://orcid.org/0000-0001-5555-6469)
- Haomiao Yu (ORCID: https://orcid.org/0000-0003-4412-2221)
- Xiangying Du (ORCID: https://orcid.org/0000-0002-0995-2046)
- Xinling Yu
- Tao Xie
- X. Liu
Institutions
- Shenyang Center for Disease Control and Prevention (CN)
Publication Details
- Journal
- Frontiers in Big Data
- Published
- 2025-11-12
- DOI
- https://doi.org/10.3389/fdata.2025.1666962
- Primary Topic
- Food Safety and Hygiene
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Department of Science and Technology of Liaoning Province
- Key Research and Development Program of Liaoning Province