Prediction of cesarean delivery in class III obese nulliparous women: An externally validated model using machine learning.

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作者： Massimo,Lodi ^[1] ; Audrey,Poterie ^[2] ; Georgios,Exarchakis ^[3] ; Camille,Brien ^[4] ; Pierre,Lafaye de Micheaux ^[5] ; Philippe,Deruelle ^[4] ; Benoît,Gallix ^[3]

作者单位： Obstetrics and Gynaecology Department, Strasbourg University Hospitals, 1 Avenue Molière, 67000 Strasbourg, France; Institut de Génétique et de Biologie Moléculaire et Cellulaire (IGBMC), CNRS, UMR7104 INSERM U964, Université de Strasbourg, France. Electronic address: massimo.lodi@chru-strasbourg.fr. ^[1] IHU Strasbourg, France; Laboratoire de Mathématiques de Bretagne Atlantique (LMBA) - UMR 6205, France. ^[2] IHU Strasbourg, France; ICube, CNRS, University of Strasbourg, France. ^[3] Obstetrics and Gynaecology Department, Strasbourg University Hospitals, 1 Avenue Molière, 67000 Strasbourg, France. ^[4] AMIS, Université Paul Valéry Montpellier 3, France; Desbrest Institute of Epidemiology and Public Health, Université de Montpellier, France; PREMEDICAL - Médecine de précision par intégration de données et inférence causale, CRISAM, Inria Sophia Antipolis, Méditerranée, France. ^[5]

关键词 Cesarean delivery Machine learning Obesity Personalized medicine Predictive model Predictor selection Random forests

主题词婴儿, 新生(Infant, Newborn);女(雌)性(Female);妊娠(Pregnancy);人类(Humans);剖宫产术(Cesarean Section);回顾性研究(Retrospective Studies);前瞻性研究(Prospective Studies);肥胖症(Obesity)

DOI 10.1016/j.jogoh.2023.102624

PMID 37321400

发布时间 2023-09-11

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Journal of gynecology obstetrics and human reproduction

2023年52卷7期

102624页

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Prediction of cesarean delivery in class III obese nulliparous women: An externally validated model using machine learning.

Journal of gynecology obstetrics and human reproduction

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Journal of gynecology obstetrics and human reproduction

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Prediction of cesarean delivery in class III obese nulliparous women: An externally validated model using machine learning.

Journal of gynecology obstetrics and human reproduction

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Journal of gynecology obstetrics and human reproduction

相关期刊

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