Predicting the Risk of Chronic Kidney Disease (CKD) Using Machine Learning Algorithm

Predicting the Risk of Chronic Kidney Disease (CKD) Using Machine Learning Algorithm

<b>Background:</b> Creatinine is a type of metabolite of blood that is strongly correlated to glomerular filtration rate (GFR). As measuring GFR is difficult, creatinine value is used for indirectly determining GFR and then the stage of chronic kidney disease (CKD). Adding a creatinine t...

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Bibliographic Details
Main Authors: Weilun Wang, Goutam Chakraborty, Basabi Chakraborty
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
chronic kidney disease
creatine
ensemble learning
regression
unbalanced data
Online Access:https://www.mdpi.com/2076-3417/11/1/202

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