Improved CKD classification based on explainable artificial intelligence with extra trees and BBFS

Abstract Chronic kidney disease is a persistent ailment marked by the gradual decline of kidney function. Its classification primarily relies on the estimated glomerular filtration rate and the existence of kidney damage. The kidney disease improving global outcomes organization has established a wi...

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Bibliographic Details
Main Authors: Ahmed M. Elshewey, Enas Selem, Amira Hassan Abed
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-02355-7
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