Validation of Acute Pancreatitis Among Adults in an Integrated Healthcare System.

James S FloydMaralyssa A BannAndrew H FelcherDaniel SappMichael D NguyenAdebola AjaoRobert BallDavid S CarrellJennifer C NelsonBrian Hazlehurst

Published in: Epidemiology (Cambridge, Mass.) (2022)

These results suggest that ICD-10 codes accurately identified acute pancreatitis in the inpatient setting, but not in the ED and outpatient settings. Laboratory data substantially improved algorithm performance.

Keyphrases

emergency department
machine learning
electronic health record
palliative care
deep learning
mental health
big data
artificial intelligence
neural network