Impact of labor characteristics on maternal and neonatal outcomes of labor: A machine-learning model.

Sherif A Shazly,Bijan J Borah,Che G Ngufor,Vanessa E Torbenson,Regan N Theiler,Abimbola O Famuyide

PLOS ONE（2022）

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摘要

Labor risk score is a machine-learning-based score that provides individualized and dynamic alternatives to conventional labor charts. It predicts composite of adverse birth, maternal, and neonatal outcomes as labor progresses. Therefore, it can be deployed in clinical practice to monitor labor progress in real time and support clinical decisions.

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关键词

labor characteristics,neonatal outcomes,maternal,machine-learning machine-learning

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