Prediction of carbapenem-resistant gram-negative bacterial bloodstream infection in intensive care unit based on machine learning.

Qiqiang LiangShuo DingJuan ChenXinyi ChenYongshan XuZhijiang XuMan Huang

Published in: BMC medical informatics and decision making (2024)

The machine learning algorithm can accurately predict the occurrence of ICU-acquired bloodstream infection and identify whether CRGNB causes it once giving the order of blood culture.

Keyphrases

gram negative
machine learning
intensive care unit
multidrug resistant
artificial intelligence
big data
mechanical ventilation
deep learning
klebsiella pneumoniae
risk assessment
escherichia coli
acute respiratory distress syndrome