Supplementing Claims Data with Electronic Medical Records to Improve Estimation and Classification of Rheumatoid Arthritis Disease Activity: A Machine Learning Approach

OBJECTIVE: Previous attempts to estimate rheumatoid arthritis (RA) disease activity using claims data only did not yield high performance. We aimed to assess whether supplementing claims data with readily available electronic medical record (EMR) data might result in improvement. METHODS: We used a...

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Detalles Bibliográficos
Autores principales: Feldman, Candace H., Yoshida, Kazuki, Xu, Chang, Frits, Michelle L., Shadick, Nancy A., Weinblatt, Michael E., Connolly, Sean E., Alemao, Evo, Solomon, Daniel H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2019
Materias:
Original Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6857973/
https://www.ncbi.nlm.nih.gov/pubmed/31777839
http://dx.doi.org/10.1002/acr2.11068

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6857973/
https://www.ncbi.nlm.nih.gov/pubmed/31777839
http://dx.doi.org/10.1002/acr2.11068

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