Associations Between Thyroid Function and Periodontitis: A Machine Learning Approach Using NHANES

Introduction: Thyroid dysfunction alters bone metabolism and is associated with osteoporosis. Since periodontitis involves alveolar bone loss, and thyroid disorders may impair immune regulation as well as bone remodeling, we hypothesized that thyroid hormone (TH) levels could predict the risk and se...

Full description

Bibliographic Details

Published in:	International Dental Journal
Main Authors:	Han Wang, Suyan Tian, Sen Bai, Chunqi Yang, Zhengang Jiang, Nannan Li
Format:	Article
Language:	English
Published:	Elsevier 2025-10-01
Subjects:	Thyroid dysfunction Periodontitis eXtreme Gradient Boosting (XGBoost) Thyroid-stimulating hormone (TSH) National Health and Nutritional Examination Survey (NHANES)
Online Access:	http://www.sciencedirect.com/science/article/pii/S0020653925002084