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...

Descripción completa

Detalles Bibliográficos
Publicado en:Journal of Medical Economics Vol. 24; pp. 1272 - 1280
Autores principales: Hernandez, Ervant J. Maksabedian, Tingzon, Isabelle, Ampil, Lorenzo, Tiu, Jessica
Formato: Journal Article
Publicado: Taylor & Francis Ltd Nov2021
Acceso en línea:Ver este registro en EBSCOhost