Automated closed-loop versus standard manual oxygen administration after major abdominal or thoracic surgery: an international multicentre randomised controlled study.

Erwan I'herSamir JaberDaniel VerzilliChristophe JacobBrigitte HuibanEmmanuel FutierThomas KerforneVictoire PateauPierre-Alexandre BouchardMaëlys ConsignyFrançois Lellouche

Published in: The European respiratory journal (2021)

Automated closed-loop oxygen administration promotes greater time within the oxygenation target, as compared to standard manual administration, thus reducing the occurrence of hypoxaemia and hyperoxaemia.

Keyphrases

thoracic surgery
machine learning
deep learning
high throughput
study protocol
risk assessment
clinical trial
randomized controlled trial
blood flow