Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.

Objectives To develop classification algorithms that accurately identify axial SpA (axSpA) patients in electronic health records, and compare the performance of algorithms incorporating free-text data against approaches using only International Classification of Diseases (ICD) codes. Methods An enri...

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Bibliographic Details

Published in:	Rheumatology Vol. 59; no. 5; pp. 1059 - 1066
Main Authors:	Zhao, Sizheng Steven, Hong, Chuan, Cai, Tianrun, Xu, Chang, Huang, Jie, Ermann, Joerg, Goodson, Nicola J, Solomon, Daniel H, Cai, Tianxi, Liao, Katherine P
Format:	pictorial research tables/charts Journal Article
Published:	Oxford University Press / USA May2020
Online Access:	View this record in EBSCOhost