Machine learning for prediction of histologic chorioamnionitis (stage ≥II) in parturients receiving labor analgesia: a retrospective multicentre cohort study

BackgroundHistological chorioamnionitis (HCA) is a serious pregnancy complication, but early diagnosis is challenging, especially in parturients receiving labor analgesia, where identification is even more difficult. Therefore, we developed and validated a machine learning model for early prediction...

Descripció completa

Dades bibliogràfiques

Autors principals:	Chunping Li, Bo Liu, Liang Ling, Jianping Zhang, Jian Zhang, Fei Jia, Yong Tang
Format:	Artigo
Idioma:	Inglês
Publicat:	Frontiers Media S.A. 2026-06-01
Col·lecció:	Frontiers in Medicine
Matèries:	histologic chorioamnionitis labor analgesia machine learning predictive model shap
Accés en línia:	https://www.frontiersin.org/articles/10.3389/fmed.2026.1841139/full
Etiquetes:	Afegir etiqueta Sense etiquetes, Sigues el primer a etiquetar aquest registre!