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Construction and validation of machine learning models for sepsis prediction in patients with acute pancreatitis

BACKGROUND: This study aimed to construct predictive models for the risk of sepsis in patients with Acute pancreatitis (AP) using machine learning methods and compared optimal one with the logistic regression (LR) model and scoring systems. METHODS: In this retrospective cohort study, data were coll...

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Detalles Bibliográficos
Autores principales: Liu, Fei, Yao, Jie, Liu, Chunyan, Shou, Songtao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474758/
https://www.ncbi.nlm.nih.gov/pubmed/37658375
http://dx.doi.org/10.1186/s12893-023-02151-y