Use of Artificial Intelligence to Manage Patient Flow in Emergency Department during the COVID-19 Pandemic: A Prospective, Single-Center Study.

Emilien ArnaudMahmoud ElbattahChristine AmmiratiGilles Dequen Daniel Aiham Ghazali

Published in: International journal of environmental research and public health (2022)

The 3P-U model's AUROC is in the middle of range reported in the literature for similar classifiers. By considering the range of required bed numbers, the waste of resources (e.g., time and beds) could be reduced. The study concludes that the application of AI could help considerably improve the management of hospital resources during global pandemics, such as COVID-19.

Keyphrases

artificial intelligence
emergency department
machine learning
big data
deep learning
coronavirus disease
sars cov
healthcare
case report
adverse drug
heavy metals
risk assessment
acute care