Relationships between vitamin C intake and COPD assessed by machine learning approaches from the NHANES (2017–2023)

Relationships between vitamin C intake and COPD assessed by machine learning approaches from the NHANES (2017–2023)

BackgroundThis research aims to explore the possible link between Vitamin C Intake (VCI) and the incidence of Chronic Obstructive Pulmonary Disease (COPD) in Americans aged over 20.MethodsThis study analyzed data from 10,757 participants with or without COPD from NHANES (2017–2023). The primary expo...

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Bibliographic Details
Main Authors: Xinxin Tao, Xianwei Ye
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Nutrition
Subjects:
chronic obstructive pulmonary disease
vitamin C intake
LASSO
Random Forest
XGBoost
RCS
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2025.1563692/full
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