Mortality prediction and influencing factors for intensive care unit patients with acute tubular necrosis: random survival forest and cox regression analysis

Mortality prediction and influencing factors for intensive care unit patients with acute tubular necrosis: random survival forest and cox regression analysis

Background: Patients with acute tubular necrosis (ATN) not only have severe renal failure, but also have many comorbidities, which can be life-threatening and require timely treatment. Identifying the influencing factors of ATN and taking appropriate interventions can effectively shorten the duratio...

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Bibliographic Details
Main Authors: Jinping Zeng, Min Zhang, Jiaolan Du, Junde Han, Qin Song, Ting Duan, Jun Yang, Yinyin Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-05-01
Series:Frontiers in Pharmacology
Subjects:
acute tubular necrosis
random survival forest
cox regression
nomogram
risk factors
Online Access:https://www.frontiersin.org/articles/10.3389/fphar.2024.1361923/full

Internet

https://www.frontiersin.org/articles/10.3389/fphar.2024.1361923/full

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