Combining billing codes, clinical notes, and medications from electronic health records provides superior phenotyping performance
Author(s) -
WeiQi Wei,
Pedro L. Teixeira,
Huan Mo,
Robert M. Cronin,
Jeremy L. Warner,
Joshua C. Denny
Publication year - 2015
Publication title -
journal of the american medical informatics association
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.614
H-Index - 150
eISSN - 1527-974X
pISSN - 1067-5027
DOI - 10.1093/jamia/ocv130
Subject(s) - medicine , diagnosis code , rheumatoid arthritis , disease , health records , diabetes mellitus , electronic health record , health care , population , environmental health , endocrinology , economics , economic growth
To evaluate the phenotyping performance of three major electronic health record (EHR) components: International Classification of Disease (ICD) diagnosis codes, primary notes, and specific medications.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom