Identifying chronic disease patients using predictive algorithms in pharmacy administrative claims: an application in rheumatoid arthritis.

Objective: To evaluate the predictive performance of logistic and linear regression versus machine learning (ML) algorithms to identify patients with rheumatoid arthritis (RA) treated with target immunomodulators (TIMs) using only pharmacy administrative claims. Methods: Adults aged 18-64 years with...

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Bibliographic Details
Published in:Journal of Medical Economics Vol. 24; pp. 1272 - 1280
Main Authors: Hernandez, Ervant J. Maksabedian, Tingzon, Isabelle, Ampil, Lorenzo, Tiu, Jessica
Format: Journal Article
Published: Taylor & Francis Ltd Nov2021
Online Access:View this record in EBSCOhost