Clinical validation and optimization of machine learning models for early prediction of sepsis

Clinical validation and optimization of machine learning models for early prediction of sepsis

IntroductionSepsis is a global health threat that has a high incidence and mortality rate. Early prediction of sepsis onset can drive effective interventions and improve patients’ outcome.MethodsData were collected retrospectively from a cohort of 2,329 adult patients with positive bacteria cultures...

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Bibliographic Details
Main Authors: Xi Liu, Meiyi Li, Xu Liu, Yuting Luo, Dong Yang, Hui Ouyang, Jiaoling He, Jinyu Xia, Fei Xiao
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Medicine
Subjects:
sepsis
machine learning
artificial intelligence
prediction model
infectious disease
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2025.1521660/full
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