Machine Learning Algorithm to Predict Acidemia Using Electronic Fetal Monitoring Recording Parameters.

Javier Esteban-EscañoBerta CastánSergio CastánMarta Chóliz-EzquerroCésar AsensioAntonio R LalienaGerardo Sanz-EnguitaGerardo Sanz Luis Mariano Esteban Ricardo Savirón Cornudella

Published in: Entropy (Basel, Switzerland) (2021)

The combination of the variables extracted from EFM recording provided a predictive model of acidemia that showed good accuracy and provides a practical tool to prevent unnecessary cesarean sections.

Keyphrases

machine learning
artificial intelligence

deep learning

big data

neural network