Unlocking Precision Medicine for Prognosis of Chronic Kidney Disease Using Machine Learning

Unlocking Precision Medicine for Prognosis of Chronic Kidney Disease Using Machine Learning

Chronic kidney disease (CKD) is a significant global health challenge that requires timely detection and accurate prognosis for effective treatment and management. The application of machine learning (ML) algorithms for CKD detection and prediction holds promising potential for improving patient out...

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Bibliographic Details
Main Authors: Yogita Dubey, Pranav Mange, Yash Barapatre, Bhargav Sable, Prachi Palsodkar, Roshan Umate
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Diagnostics
Subjects:
chronic kidney disease (CKD)
prognosis
machine learning (ML)
gradient boost (GB)
decision tree (DT)
K-nearest neighbors (KNN)
Online Access:https://www.mdpi.com/2075-4418/13/19/3151

Internet

https://www.mdpi.com/2075-4418/13/19/3151

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