External Validity of Electronic Sniffers for Automated Recognition of Acute Respiratory Distress Syndrome.

Andrew C McKownRyan M BrownLorraine B WareJonathan P Wanderer

Published in: Journal of intensive care medicine (2017)

Published electronic sniffer algorithms for ARDS may be useful automated screening tools for ARDS and improve on clinical recognition, but they are limited to screening rather than diagnosis because their specificity is poor.

Keyphrases

acute respiratory distress syndrome
extracorporeal membrane oxygenation
machine learning
mechanical ventilation
deep learning
high throughput
systematic review
intensive care unit
single cell