Development and Validation of an Insulin Resistance Model for a Population with Chronic Kidney Disease Using a Machine Learning Approach

Background: Chronic kidney disease (CKD) is a complex syndrome without a definitive treatment. For these patients, insulin resistance (IR) is associated with worse renal and patient outcomes. Until now, no predictive model using machine learning (ML) has been reported on IR in CKD patients. Methods:...

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Bibliographic Details
Main Authors: Chia-Lin Lee, Wei-Ju Liu, Shang-Feng Tsai
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/14/14/2832