Prediction of extubation failure among low birthweight neonates using machine learning.

Annamalai NatarajanGrace LamJingyi LiuAndrew L Beam Kristyn S Beam Jonathan C Levin

Published in: Journal of perinatology : official journal of the California Perinatal Association (2023)

Machine learning models identified low birthweight ventilated neonates at risk for extubation failure. These models will need to be validated across multiple centers to determine generalizability of this tool.

Keyphrases

machine learning
cardiac surgery
mechanical ventilation
low birth weight
gestational age
intensive care unit
acute respiratory distress syndrome
respiratory failure
artificial intelligence
acute kidney injury
preterm birth
extracorporeal membrane oxygenation