Development of a claims-based flare algorithm for systemic lupus erythematosus.

Iris Goetz Casey Kar-Chan ChoongJennifer WinnieDavid R Nelson Julie A Birt Virginia NoxonHelen VarkerNicole ZimmermanJoseph Tkacz

Published in: Current medical research and opinion (2022)

The final algorithm shows promise in providing an alternative and more streamlined way for identifying likely flares in administrative claims data that will advance the study of SLE within the context of flares.

Keyphrases

systemic lupus erythematosus
health insurance
machine learning
disease activity
deep learning
big data
electronic health record
neural network
rheumatoid arthritis