Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning

Predicting Decompensation Risk in Intensive Care Unit Patients Using Machine Learning

Patients in Intensive Care Units (ICU) face the threat of decompensation, a rapid decline in health associated with a high risk of death. This study focuses on creating and evaluating machine learning (ML) models to predict decompensation risk in ICU patients. It proposes a novel approach using pati...

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Bibliographic Details
Main Authors: Nosa Aikodon, Sandra Ortega-Martorell, Ivan Olier
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Algorithms
Subjects:
decompensation
risk prediction
intensive care unit
machine learning
deep learning
feature engineering
Online Access:https://www.mdpi.com/1999-4893/17/1/6

Internet

https://www.mdpi.com/1999-4893/17/1/6

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