Machine Learning Models for the Prediction of Renal Failure in Chronic Kidney Disease: A Retrospective Cohort Study

This study assessed the feasibility of five separate machine learning (ML) classifiers for predicting disease progression in patients with pre-dialysis chronic kidney disease (CKD). The study enrolled 858 patients with CKD treated at a veteran’s hospital in Taiwan. After classification into early an...

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Bibliographic Details
Main Authors: Chuan-Tsung Su, Yi-Ping Chang, Yuh-Ting Ku, Chih-Ming Lin
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Diagnostics
Subjects:
Online Access:https://www.mdpi.com/2075-4418/12/10/2454