Applying an Improved Stacking Ensemble Model to Predict the Mortality of ICU Patients with Heart Failure

Applying an Improved Stacking Ensemble Model to Predict the Mortality of ICU Patients with Heart Failure

Cardiovascular diseases have been identified as one of the top three causes of death worldwide, with onset and deaths mostly due to heart failure (HF). In ICU, where patients with HF are at increased risk of death and consume significant medical resources, early and accurate prediction of the time o...

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Bibliographic Details
Main Authors: Chih-Chou Chiu, Chung-Min Wu, Te-Nien Chien, Ling-Jing Kao, Chengcheng Li, Han-Ling Jiang
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Journal of Clinical Medicine
Subjects:
heart failure
machine learning
stacking
predictive modeling
intensive care units
electronic health records
Online Access:https://www.mdpi.com/2077-0383/11/21/6460

Internet

https://www.mdpi.com/2077-0383/11/21/6460

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