Random forest can accurately predict the technique failure of peritoneal dialysis associated peritonitis patients

Random forest can accurately predict the technique failure of peritoneal dialysis associated peritonitis patients

InstructionsPeritoneal dialysis associated peritonitis (PDAP) is a major cause of technique failure in peritoneal dialysis (PD) patients. The purpose of this study is to construct risk prediction models by multiple machine learning (ML) algorithms and select the best one to predict technique failure...

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Bibliographic Details
Main Authors: Zhiyun Zang, Qijiang Xu, Xueli Zhou, Niya Ma, Li Pu, Yi Tang, Zi Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Series:Frontiers in Medicine
Subjects:
peritoneal dialysis
peritonitis
technique failure
machine learning algorithms
prediction model
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1335232/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2023.1335232/full

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