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Prediction of successful weaning from renal replacement therapy in critically ill patients based on machine learning.

Qiqiang LiangXin XuShuo DingJin WuMan Huang
Published in: Renal failure (2024)
High-risk factors for unsuccessful RRT weaning in severe AKI patients include prolonged RRT duration. Machine learning prediction models, when compared to models based on multivariate logistic regression using these indicators, offer distinct advantages in predictive accuracy.
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