Machine learning prediction model based on first-trimester TyG index for gestational diabetes mellitus in advanced maternal age: a retrospective cohort study

Abstract Background Emerging evidence indicates a correlation between the triglyceride-glucose (TyG) index and gestational diabetes mellitus (GDM). However, its predictive efficacy for GDM in pregnancies with advanced maternal age has not been conclusively established. This study sought to assess th...

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Detalles Bibliográficos

Principais autores:	Cheng Li, Yuqin Shen, Wenjun Zhou, Jing Zhang, Yanqiong Jiang, Ruiman Li
Formato:	Artigo
Idioma:	Inglês
Publicado:	BMC 2026-03-01
Series:	European Journal of Medical Research
Assuntos:	Advanced maternal age Gestational diabetes mellitus Triglyceride-glucose index Gradient boosting machine learning Area under the curve
Acceso en liña:	https://doi.org/10.1186/s40001-026-04258-3
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