Machine learning-based exploration of the associations between multiple minerals' intake and thyroid dysfunction: data from the National Health and Nutrition Examination Survey

Machine learning-based exploration of the associations between multiple minerals' intake and thyroid dysfunction: data from the National Health and Nutrition Examination Survey

ObjectivesThe associations between various minerals' intake and thyroid dysfunction (TD), including hyperthyroidism and hypothyroidism, are still inconclusive, which may be attributed to the potential synergistic effects among various minerals.MethodsThe data were obtained from the National Hea...

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Bibliographic Details
Main Authors: Shaojie Liu, Weibin Huang, Yaming Lin, Yifei Wang, Hongjin Li, Xiaojuan Chen, Yijia Zou, Bo Chen, Baochang He, Zhiping Yang, Jing Fan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Nutrition
Subjects:
minerals
hyperthyroidism
hypothyroidism
machine learning model
dietary health
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2025.1522232/full
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https://www.frontiersin.org/articles/10.3389/fnut.2025.1522232/full

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