Predictive modeling of ICU-AW inflammatory factors based on machine learning

Predictive modeling of ICU-AW inflammatory factors based on machine learning

Abstract Background ICU-acquired weakness (ICU-AW) is a common complication among ICU patients. We used machine learning techniques to construct an ICU-AW inflammatory factor prediction model to predict the risk of disease development and reduce the incidence of ICU-AW. Methods The least absolute sh...

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Bibliographic Details
Main Authors: Yuanyaun Guo, Wenpeng Shan, Jie Xiang
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Neurology
Subjects:
ICU-acquired weakness
Inflammatory factors
Machine learning
Model prediction
Nomogram
Online Access:https://doi.org/10.1186/s12883-024-03981-w
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