Chronic kidney disease diagnosis using decision tree algorithms

Chronic kidney disease diagnosis using decision tree algorithms

Abstract Background Chronic Kidney Disease (CKD), i.e., gradual decrease in the renal function spanning over a duration of several months to years without any major symptoms, is a life-threatening disease. It progresses in six stages according to the severity level. It is categorized into various st...

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Bibliographic Details
Main Authors: Hamida Ilyas, Sajid Ali, Mahvish Ponum, Osman Hasan, Muhammad Tahir Mahmood, Mehwish Iftikhar, Mubasher Hussain Malik
Format: Article
Language:English
Published: BMC 2021-08-01
Series:BMC Nephrology
Subjects:
CKD
GFR
Machine learning
Decision tree
J48
Random Forest
Online Access:https://doi.org/10.1186/s12882-021-02474-z

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