Machine learning-based prediction model of acute kidney injury in patients with acute respiratory distress syndrome

Abstract Background Acute kidney injury (AKI) can make cases of acute respiratory distress syndrome (ARDS) more complex, and the combination of the two can significantly worsen the prognosis. Our objective is to utilize machine learning (ML) techniques to construct models that can promptly identify...

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Bibliographic Details

Published in:	BMC Pulmonary Medicine
Main Authors:	Shuxing Wei, Yongsheng Zhang, Hongmeng Dong, Ying Chen, Xiya Wang, Xiaomei Zhu, Guang Zhang, Shubin Guo
Format:	Article
Language:	English
Published:	BMC 2023-10-01
Subjects:	Acute respiratory distress syndrome Acute kidney injury Machine learning
Online Access:	https://doi.org/10.1186/s12890-023-02663-6