Timothy D. Imler, Justin Morea, Charles Kahi, Thomas F. Imperiale

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Presentation transcript:

Natural Language Processing Accurately Categorizes Findings From Colonoscopy and Pathology Reports Timothy D. Imler, Justin Morea, Charles Kahi, Thomas F. Imperiale Clinical Gastroenterology and Hepatology Volume 11, Issue 6, Pages 689-694 (June 2013) DOI: 10.1016/j.cgh.2012.11.035 Copyright © 2013 AGA Institute Terms and Conditions

Figure 1 Flow chart of document usage for NLP testing and training. *Unable to categorize location of highest lesion because of pathology report mixed categorization of pathology at same location. Clinical Gastroenterology and Hepatology 2013 11, 689-694DOI: (10.1016/j.cgh.2012.11.035) Copyright © 2013 AGA Institute Terms and Conditions

Figure 2 Highest level of pathology for linked records. Clinical Gastroenterology and Hepatology 2013 11, 689-694DOI: (10.1016/j.cgh.2012.11.035) Copyright © 2013 AGA Institute Terms and Conditions