A Study on the Application of Explainable AI on Ensemble Models for Predictive Analysis of Chronic Kidney Disease

Chronic Kidney Disease (CKD) is one of the widespread Chronic diseases with no known ultimo cure and high morbidity. Research demonstrates that progressive CKD is a heterogeneous disorder that significantly impacts kidney structure and functions, eventually leading to kidney failure. The goal of thi...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	K. M. Tawsik Jawad, Anusha Verma, Fathi Amsaad, Lamia Ashraf
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	CKD machine learning ensemble models explainable AI interpretability
Online Access:	https://ieeexplore.ieee.org/document/10856100/