Moving from bytes to bedside: a systematic review on the use of artificial intelligence in the intensive care unit.

Davy van de SandeMichel E van GenderenJoost HuiskensDiederik GommersJasper van Bommel

Published in: Intensive care medicine (2021)

The vast majority of developed ICU-AI models remain within the testing and prototyping environment; only a handful were actually evaluated in clinical practice. A uniform and structured approach can support the development, safe delivery, and implementation of AI to determine clinical benefit in the ICU.

Keyphrases

artificial intelligence
intensive care unit
clinical practice
machine learning
big data
deep learning
mechanical ventilation
primary care
healthcare
quality improvement
extracorporeal membrane oxygenation