Predicting nosocomial pneumonia of patients with acute brain injury in intensive care unit using machine-learning models

IntroductionThe aim of this study is to construct and validate new machine learning models to predict pneumonia events in intensive care unit (ICU) patients with acute brain injury.MethodsAcute brain injury patients in ICU of hospitals from January 1, 2020, to December 31, 2021 were retrospective re...

Full description

Saved in:

Bibliographic Details
Main Authors:	Junchen Pan, Zhen Yue, Jing Ji, Yongping You, Liqing Bi, Yun Liu, Xinglin Xiong, Genying Gu, Ming Chen, Shen Zhang
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Series:	Frontiers in Medicine
Subjects:	intensive care unit area under the curve acute brain injury nosocomial pneumonia machine-learning models
Online Access:	https://www.frontiersin.org/articles/10.3389/fmed.2025.1501025/full
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!

Predicting nosocomial pneumonia of patients with acute brain injury in intensive care unit using machine-learning models

Similar Items