Analyzing the association between ferritin levels and ICP using machine learning algorithms: a retrospective case-control study

IntroductionIntrahepatic cholestasis of pregnancy (ICP) is a gestational metabolic disorder characterized by impaired maternal bile acid homeostasis. Emerging evidence suggests that dysregulated iron metabolism may contribute to the pathophysiology of ICP. Nevertheless, the specific alterations in i...

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Автори:	Na Wei, Shuang Guo, Xiaoya Liu, Ju Zhang, Jianhong Liu, Qian Chen, Wei Dai
Формат:	Artigo
Мова:	Inglês
Опубліковано:	Frontiers Media S.A. 2026-04-01
Серія:	Frontiers in Medicine
Предмети:	ferritin intrahepatic cholestasis of pregnancy logistic regression random forest restricted cubic spline
Онлайн доступ:	https://www.frontiersin.org/articles/10.3389/fmed.2026.1804534/full
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Analyzing the association between ferritin levels and ICP using machine learning algorithms: a retrospective case-control study

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