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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Rheumatology (Oxford)
Päätekijät: Huang, Sicong, Huang, Jie, Cai, Tianrun, Dahal, Kumar P, Cagan, Andrew, He, Zeling, Stratton, Jacklyn, Gorelik, Isaac, Hong, Chuan, Cai, Tianxi, Liao, Katherine P
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Oxford University Press 2020
Aiheet:
Clinical Science
Linkit: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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