Construction and clinical visualization application of a predictive model for mortality risk in sepsis patients based on an improved machine learning model

Construction and clinical visualization application of a predictive model for mortality risk in sepsis patients based on an improved machine learning model

ObjectiveTo explore the construction and clinical visualization application of a mortality risk prediction model for sepsis patients based on an improved machine learning model.MethodsThis retrospective study analyzed 1,050 sepsis patients admitted to Longyou County People’s Hospital between January...

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Bibliographic Details
Main Authors: Ting Chen, Xuefeng Zhang, Qunfeng Yu, Qin Yang, Lingmin Yuan, Fei Tong
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Physiology
Subjects:
machine learning
sepsis
mortality
NT-ProBNP
prediction
visualization
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2025.1560659/full
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https://www.frontiersin.org/articles/10.3389/fphys.2025.1560659/full

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