Open AccessImpact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms
Author(s) -
Sicong Huang,
Jie Huang,
Tianrun Cai,
Kumar Dahal,
Andrew Cagan,
Zeling He,
Jacklyn Stratton,
И. Л. Горелик,
Chuan Hong,
Tianxi Cai,
Katherine P. Liao
Publication year - 2020
Publication title -
rheumatology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.957
H-Index - 173
eISSN - 1462-0332
pISSN - 1462-0324
DOI - 10.1093/rheumatology/keaa198
Subject(s) - algorithm , medicine , diagnosis code , rheumatoid arthritis , gold standard (test) , artificial intelligence , computer science , population , environmental health
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.