Machine learning with decision curve analysis evaluates nutritional metabolic biomarkers for cardiovascular-kidney-metabolic risk: an NHANES analysis

Machine learning with decision curve analysis evaluates nutritional metabolic biomarkers for cardiovascular-kidney-metabolic risk: an NHANES analysis

BackgroundThe American Heart Association recently introduced the concept of Cardiovascular-Kidney-Metabolic Syndrome (CKM), emphasizing the interplay between metabolic disorders, cardiovascular diseases, and kidney diseases. Although insulin resistance (IR) and chronic inflammation are core drivers...

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Bibliographic Details
Main Authors:	Jun Huang, Zhuo Liu, WeiPeng Feng, YuanLing Huang, XinChun Cheng
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-05-01
Series:	Frontiers in Nutrition
Subjects:	Cardiovascular-Kidney-Metabolic Syndrome (CKM) machine learning decision curve analysis (DCA) insulin resistance (IR) RAR all-cause mortality
Online Access:	https://www.frontiersin.org/articles/10.3389/fnut.2025.1597864/full
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