Literature DB >> 14643720

A term extraction tool for expanding content in the domain of functioning, disability, and health: proof of concept.

Marcelline R Harris1, Guergana K Savova, Thomas M Johnson, Christopher G Chute.   

Abstract

Among the challenges in developing terminology systems is providing complete content coverage of specialized subject fields. This paper reports on a term extraction tool designed for the development and expansion of terminology systems concerned with functioning, disability, and health. Content relevant to this domain is the emphasis of the foci and targets of many nursing terminologies. We extend previously published term extraction algorithms by applying two filters. The first filter is based on the raw frequency of the content words in the lexical string under consideration. The second filter applies the notion of a complete syntactic node to discover relevant noun or verb phrases. While we report on a limited corpus (30,607 words comprising 4103 terms from 60 dismissal note summaries), the recall, precision, and F-measures we observed are encouraging and suggest continued development and testing of the tool is merited.

Mesh:

Year:  2003        PMID: 14643720     DOI: 10.1016/j.jbi.2003.09.005

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  6 in total

1.  Extraction of specific nursing terms using corpora comparison.

Authors:  Guoqian Jiang; Hitomi Sato; Akira Endoh; Katsuhiko Ogasawara; Tsunetaro Sakurai
Journal:  AMIA Annu Symp Proc       Date:  2005

2.  Mining Biomedical Literature for Terms related to Epidemiologic Exposures.

Authors:  Hua Xu; Yanxin Lu; Min Jiang; Mei Liu; Joshua C Denny; Qi Dai; Neeraja B Peterson
Journal:  AMIA Annu Symp Proc       Date:  2010-11-13

3.  Extracting semantic lexicons from discharge summaries using machine learning and the C-Value method.

Authors:  Min Jiang; Josh C Denny; Buzhou Tang; Hongxin Cao; Hua Xu
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

4.  Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies.

Authors:  Jinqiu Kuang; April F Mohanty; V H Rashmi; Charlene R Weir; Bruce E Bray; Qing Zeng-Treitler
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

5.  Term identification methods for consumer health vocabulary development.

Authors:  Qing T Zeng; Tony Tse; Guy Divita; Alla Keselman; Jon Crowell; Allen C Browne; Sergey Goryachev; Long Ngo
Journal:  J Med Internet Res       Date:  2007-02-28       Impact factor: 5.428

6.  Automated concept and relationship extraction for the semi-automated ontology management (SEAM) system.

Authors:  Kristina Doing-Harris; Yarden Livnat; Stephane Meystre
Journal:  J Biomed Semantics       Date:  2015-04-02
  6 in total

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