Accuracy of automated identification of delayed diagnosis of pediatric appendicitis and sepsis in the ED.

Kenneth A MichelsonLillian C BuchhalterRichard G BachurPrashant MahajanMichael C MonuteauxJonathan A Finkelstein

Published in: Emergency medicine journal : EMJ (2019)

This automated tool performed well compared with expert EHR review. Performance was stronger for appendicitis. Further tool refinement could improve performance.

Keyphrases

deep learning
machine learning
high throughput
emergency department
intensive care unit
acute kidney injury
electronic health record
septic shock
clinical practice
bioinformatics analysis