Exploring the association between volatile organic compound exposure and chronic kidney disease: evidence from explainable machine learning methods

Background Chronic Kidney Disease (CKD) affects approximately 697.5 million people worldwide. Volatile organic compounds (VOCs) are emerging as potential risk factors, but their complex relationships with CKD may be underestimated by traditional linear methods. This study explores the association be...

Full description

Saved in:
Bibliographic Details
Main Authors: Liyan Jiang, Hongling Wang, Yang Xiao, Linlin Xu, Huoying Chen
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Renal Failure
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/0886022X.2025.2520906
Tags: Add Tag
No Tags, Be the first to tag this record!