TY - JOUR
T1 - Post-traumatic stress disorder (PTSD) ontology and use case
AU - Gamble, Bryan Travis
AU - Brush, Matthew
AU - Zirkle, Maryan
AU - Finch, Dezon
AU - Reeves, Ruth
AU - Hickham, David
AU - Luther, Stephen L.
AU - Rindflesch, Thomas
AU - Fodeh, Samah Jamal
AU - Bates, Jonathan
AU - Brandt, Cynthia
AU - Cheung, Kei Hoi
N1 - Copyright:
Copyright 2015 Elsevier B.V., All rights reserved.
PY - 2014
Y1 - 2014
N2 - Ontologies play an increasingly important role in annotation, integration, and analysis of biomedical data. In this paper, we describe the design and development of a Post-Traumatic Stress Disorder (PTSD) Ontology and how we can use this ontology as a controlled vocabulary for supporting automatic annotation of clinical text. The automated annotation is performed using a natural language processing (NLP) tool called YTEX. In addition, we demonstrate how we can use the concepts and relationships defined in the PTSD Ontology to perform data summarization and categorization.
AB - Ontologies play an increasingly important role in annotation, integration, and analysis of biomedical data. In this paper, we describe the design and development of a Post-Traumatic Stress Disorder (PTSD) Ontology and how we can use this ontology as a controlled vocabulary for supporting automatic annotation of clinical text. The automated annotation is performed using a natural language processing (NLP) tool called YTEX. In addition, we demonstrate how we can use the concepts and relationships defined in the PTSD Ontology to perform data summarization and categorization.
KW - Clinical note analysis
KW - Data categorization
KW - Mental disorder
KW - Natural language processing
KW - PTSD
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M3 - Conference article
AN - SCOPUS:84926350586
SN - 1613-0073
VL - 1327
SP - 56
EP - 59
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
T2 - 5th International Conference on Biomedical Ontology, ICBO 2014
Y2 - 8 October 2014 through 9 October 2014
ER -