Derivation and Validation of Algorithms to Identify Patients With Immunoglobulin-G4-Related Disease Using Administrative Claims Data.

Zachary Scott WallaceXiaoqing FuClaire CookCory A Perugino Yuqing Zhang John H Stone Hyon K Choi

Published in: ACR open rheumatology (2022)

We derived and validated a well-performing algorithm to identify IgG4-RD cases with typical manifestations of the disease. The claims-based algorithm can be used in research studies of IgG4-RD.

Keyphrases

machine learning
deep learning
health insurance
artificial intelligence
case control