Identification of patients with epilepsy using automated electronic health records phenotyping.

Marta FernandesAidan CardallJin JingWendong GeLidia M V R MouraClaire JacobsChristopher McGrawSahar F ZafarM Brandon Westover

Published in: Epilepsia (2023)

A machine learning-based AEP approach accurately identifies patients with epilepsy from notes, ICD codes, and ASMs. This model can enable large-scale epilepsy research using EHR databases.

Keyphrases

electronic health record
machine learning
high throughput
clinical decision support
big data
deep learning
adverse drug
artificial intelligence
genome wide
temporal lobe epilepsy
bioinformatics analysis