Towards comprehensive syntactic and semantic annotations of the clinical narrative

2013146 citationsJournal Articlehybrid Open Access

Authors

Daniel Albright · University of Colorado Boulder

Arrick Lanfranchi · University of Colorado Boulder

Anwen Fredriksen · University of Colorado Boulder

William F. Styler · University of Colorado Boulder

Colin Warner · University of Pennsylvania

Jena D. Hwang · University of Colorado Boulder

Jinho D. Choi

Abstract

This project takes a foundational step towards bringing the field of clinical NLP up to par with NLP in the general domain. The corpus creation and NLP components provide a resource for research and application development that would have been previously impossible.

Topics & Keywords

Natural Language Processing Techniques Biomedical Text Mining and Ontologies Topic Modeling

UN Sustainable Development Goals

Quality Education

Publication Details

Published in: Journal of the American Medical Informatics Association

Volume 20, Issue 5, pp. 922-930

DOI: 10.1136/amiajnl-2012-001317

Field-Weighted Citation Impact: 27.40