Prediction of the mode of delivery using artificial intelligence algorithms

Alberto De Ramón Fernández,Daniel Ruiz Fernández,María Teresa Prieto Sánchez

Computer Methods and Programs in Biomedicine（2022）

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摘要

•Mode of delivery worries mothers and doctors.•A CDSS can help doctors to predict the mode of delivery.•MLP, SVM and Random Forest are used as classification algorithms.•Accuracy higher than 95% is reached.

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关键词

Gynaecology,Mode of delivery prediction,CDSS,Artificial intelligence,Machine learning

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