Investigating factors influencing quality of life in thyroid eye disease: insight from machine learning approaches

Investigating factors influencing quality of life in thyroid eye disease: insight from machine learning approaches

Aims: Thyroid eye disease (TED) is an autoimmune orbital disorder that diminishes the quality of life (QOL) in affected individuals. Graves’ ophthalmopathy (GO)-QOL questionnaire effectively assesses TED’s effect on patients. This study aims to investigate the factors influencing visual functioning...

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Main Authors: Haiyang Zhang, Shuo Wu, Lehan Yang, Chengjing Fan, Huifang Chen, Hui Wang, Tianyi Zhu, Yinwei Li, Jing Sun, Xuefei Song, Huifang Zhou, Terry J Smith, Xianqun Fan
Format: Article
Language:English
Published: Bioscientifica 2025-01-01
Series:European Thyroid Journal
Subjects:
thyroid eye disease
quality of life
machine learning
shapley additive explanations (shap)
xgboost
Online Access:https://etj.bioscientifica.com/view/journals/etj/14/1/ETJ-24-0292.xml
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