Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms

OBJECTIVE: The objective of this study was to compare the performance of an RA algorithm developed and trained in 2010 utilizing natural language processing and machine learning, using updated data containing ICD10, new RA treatments, and a new electronic medical records (EMR) system. METHODS: We ex...

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Detalles Bibliográficos
Publicado en:Rheumatology (Oxford)
Main Authors: Huang, Sicong, Huang, Jie, Cai, Tianrun, Dahal, Kumar P, Cagan, Andrew, He, Zeling, Stratton, Jacklyn, Gorelik, Isaac, Hong, Chuan, Cai, Tianxi, Liao, Katherine P
Formato: Artigo
Idioma:Inglês
Publicado: Oxford University Press 2020
Assuntos:
Clinical Science
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7733719/
https://ncbi.nlm.nih.gov/pubmed/32413107
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/rheumatology/keaa198
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