Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences
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Beijing Da Xue Xue Bao · Jun 2021
[Prediction of intensive care unit readmission for critically ill patients based on ensemble learning].
To develop machine learning models for predicting intensive care unit (ICU) readmission using ensemble learning algorithms. ⋯ The ensemble learning based ICU readmission prediction models had better performance than Logistic regression model. Such ensemble learning models have the potential to aid ICU physicians in identifying those patients with high risk of ICU readmission and thus help improve overall clinical outcomes.