Early prediction of MODS interventions in the intensive care unit using machine learning

Early prediction of MODS interventions in the intensive care unit using machine learning

Abstract Background Multiple organ dysfunction syndrome (MODS) is one of the leading causes of death in critically ill patients. MODS is the result of a dysregulated inflammatory response that can be triggered by various causes. Owing to the lack of an effective treatment for patients with MODS, ear...

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Bibliographic Details
Main Authors: Chang Liu, Zhenjie Yao, Pengfei Liu, Yanhui Tu, Hu Chen, Haibo Cheng, Lixin Xie, Kun Xiao
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Journal of Big Data
Subjects:
MODS
Stacked ensemble
Feature interpretation
Decision recommendation
Online Access:https://doi.org/10.1186/s40537-023-00719-2

Internet

https://doi.org/10.1186/s40537-023-00719-2

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