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Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies.

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Title: Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies.
Authors: Afshar M; Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.; Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, USA., Dligach D; Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.; Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, USA.; Department of Computer Science, Loyola University, Chicago, Illinois, USA., Sharma B; Department of Computer Science, Loyola University, Chicago, Illinois, USA., Cai X; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA., Boyda J; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA., Birch S; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA., Valdez D; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA., Zelisko S; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA., Joyce C; Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.; Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, USA., Modave F; Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.; Department of Public Health Sciences, Stritch School of Medicine, Loyola University Chicago, Maywood, Illinois, USA., Price R; Center for Health Outcomes and Informatics Research, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.; Informatics and Systems Development, Health Sciences Division, Loyola University Chicago, Maywood, Illinois, USA.
Source: Journal of the American Medical Informatics Association : JAMIA [J Am Med Inform Assoc] 2019 Nov 01; Vol. 26 (11), pp. 1364-1369.
Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9430800 Publication Model: Print Cited Medium: Internet ISSN: 1527-974X (Electronic) Linking ISSN: 10675027 NLM ISO Abbreviation: J Am Med Inform Assoc Subsets: MEDLINE
Database: MEDLINE Ultimate
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