Classification and Regression Tree Predictive Model for Acute Kidney Injury in Traumatic Brain Injury Patients.

Ruoran WangJing ZhangMin HeJian-Guo Xu

Published in: Therapeutics and clinical risk management (2024)

The decision tree model is valuable for predicting AKI among patients with TBI. This tree-based flowchart is convenient for physicians to identify patients with TBI who are at high risk of AKI and prompts them to develop suitable therapeutic strategies.

Keyphrases

traumatic brain injury
acute kidney injury
end stage renal disease
ejection fraction
newly diagnosed
severe traumatic brain injury
primary care
chronic kidney disease
machine learning
prognostic factors
deep learning
mild traumatic brain injury