Machine learning algorithms to predict epidural-related maternal fever: a retrospective study
Optimally applying logistic regression models can enable rapid and straightforward identification of ERMF risk and the implementation of rational therapeutic measures, in contrast to machine learning models.
Authors
- Hongliang Mei (ORCID: https://orcid.org/0000-0002-9625-0260)
- Haixia Zhang (ORCID: https://orcid.org/0000-0001-7345-6015)
- Xiaohui Guo (ORCID: https://orcid.org/0000-0002-5588-0995)
Institutions
- Hainan Modern Women and Children's Hospital (CN)
- Nanjing Drum Tower Hospital (CN)
- Hainan Medical University (CN)
- Nanjing Medical University (CN)
Publication Details
- Journal
- Frontiers in Pharmacology
- Published
- 2025-06-11
- DOI
- https://doi.org/10.3389/fphar.2025.1614770
- Citations
- 2
- Primary Topic
- Preterm Birth and Chorioamnionitis
- Type
- article
- Field-Weighted Citation Impact
- 2.71