Developing and Validating Methods to Assemble Systemic Lupus Erythematosus Births in the Electronic Health Record.

April BarnadoAmanda M EudyAshley BlaskeLee WhelessKatie KirchoffJim C OatesMegan E B Clowse

Published in: Arthritis care & research (2020)

We developed and validated algorithms that use multiple types of data to identify SLE births in the EHR. Algorithms performed better in African American mothers than Caucasian mothers.

Keyphrases

electronic health record
african american
systemic lupus erythematosus
machine learning
disease activity
gestational age
deep learning
clinical decision support
adverse drug
artificial intelligence
big data