Factors related to steroid treatment responsiveness in thyroid eye disease patients and application of SHAP for feature analysis with XGBoost

INTRODUCTION: The primary treatment for active thyroid eye disease (TED) is immunosuppressive therapy with intravenous steroids. In this study, we attempted to predict responsiveness to steroid treatment in TED patients using eXtreme Gradient Boosting (XGBoost). Factors associated with steroid respo...

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Detalles Bibliográficos
Autores principales: Park, Jungyul, Kim, Jaehyun, Ryu, Dongman, Choi, Hee-young
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Endocrinology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928572/
https://www.ncbi.nlm.nih.gov/pubmed/36817584
http://dx.doi.org/10.3389/fendo.2023.1079628

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9928572/
https://www.ncbi.nlm.nih.gov/pubmed/36817584
http://dx.doi.org/10.3389/fendo.2023.1079628

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