Construction and efficacy evaluation of a model for early diagnosis of pediatric sepsis based on LASSO-logistic regression
A column-line diagram was successfully developed to predict the incidence of sepsis in children using seven commonly used clinical and laboratory indicators. The model demonstrated good performance and clinical validity through internal validation.
Authors
- Jingguo Zhang (ORCID: https://orcid.org/0000-0002-7320-0033)
- Weikai Wang (ORCID: https://orcid.org/0000-0001-6842-9047)
- Ruifeng Xu (ORCID: https://orcid.org/0000-0002-3820-9550)
- Congrong Wang (ORCID: https://orcid.org/0000-0002-8645-1114)
- Yanxia Wang (ORCID: https://orcid.org/0000-0001-7691-4317)
- Xin Wang (ORCID: https://orcid.org/0000-0002-8762-2421)
- Yan Jiang (ORCID: https://orcid.org/0000-0002-0919-3422)
- Zhongtao Wang
Institutions
- Gansu University of Traditional Chinese Medicine (CN)
- Gansu Provincial Maternal and Child Health Hospital (CN)
Publication Details
- Journal
- Frontiers in Pediatrics
- Published
- 2025-08-26
- DOI
- https://doi.org/10.3389/fped.2025.1624278
- Primary Topic
- Sepsis Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Gansu University of Chinese Medicine