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41
A Study of Actions in Operative Notes
Wang, Yan; Pakhomov, Serguei; Burkart, Nora E.; Ryan, James O.; Melton, Genevieve B.. - : American Medical Informatics Association, 2012
Abstract: Operative notes contain rich information about techniques, instruments, and materials used in procedures. To assist development of effective information extraction (IE) techniques for operative notes, we investigated the sublanguage used to describe actions within the operative report ‘procedure description’ section. Deep parsing results of 362,310 operative notes with an expanded Stanford parser using the SPECIALIST Lexicon resulted in 200 verbs (92% coverage) including 147 action verbs. Nominal action predicates for each action verb were gathered from WordNet, SPECIALIST Lexicon, New Oxford American Dictionary and Stedman’s Medical Dictionary. Coverage gaps were seen in existing lexical, domain, and semantic resources (Unified Medical Language System (UMLS) Metathesaurus, SPECIALIST Lexicon, WordNet and FrameNet). Our findings demonstrate the need to construct surgical domain-specific semantic resources for IE from operative notes.
Keyword: Articles
URL: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3540433
http://www.ncbi.nlm.nih.gov/pubmed/23304423
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42
On the Evolving Types, Characteristics and Research Value of Ancient Scientific and Technological Files in China
In: Cross-Cultural Communication; Vol 2, No 1 (2006): Cross-Cultural Communication; 16-22 ; 1923-6700 ; 1712-8358 (2010)
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43
A corpus-based syntactic study of medical research article titles
In: System. - Amsterdam : Elsevier 35 (2007) 3, 388-399
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OLC Linguistik
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44
Mentoring in Literacy Education: A Commentary from Graduate Students, Untenured Professors, and Tenured Professors
In: Faculty Publications (2006)
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45
Mentoring in Literacy Education: A Commentary from Graduate Students, Untenured Professors, and Tenured Professors
In: Middle and Secondary Education Faculty Publications (2006)
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46
Hispanic Students' Mathematics Achievement in Tennessee: Comparing with Asian Students
In: Masters Theses (2006)
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47
CMDMC: A Diachronic Digital Museum of Chinese Mandarin
In: http://aclweb.org/anthology-new/W/W10/W10-4123.pdf
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