Literature DB >> 17374369

A knowledge based method for the medical question answering problem.

Rafael M Terol1, Patricio Martínez-Barco, Manuel Palomar.   

Abstract

In this paper, a restricted domain question answering (QA) system is described. The design architecture of this QA system and the features that allow the adaptation of the QA system to the medical domain are also presented. The advantages of this QA system include the simple process of defining the question taxonomy answered by the system as well as the possibility of locally or remotely managed document collections. The main computing methods of the QA system are based on the application of natural language processing (NLP) techniques to infer the logic forms and on the treatment of the logic forms. The knowledge of the system is acquired through the use of two different resources: Unified Medical Language System (UMLS) to handle the medical terminology and WordNet to manage the open-domain terminology.

Mesh:

Year:  2007        PMID: 17374369     DOI: 10.1016/j.compbiomed.2007.01.013

Source DB:  PubMed          Journal:  Comput Biol Med        ISSN: 0010-4825            Impact factor:   4.589


  6 in total

1.  Biomedical ontologies in action: role in knowledge management, data integration and decision support.

Authors:  O Bodenreider
Journal:  Yearb Med Inform       Date:  2008

2.  Voice capture of medical residents' clinical information needs during an inpatient rotation.

Authors:  Herbert S Chase; David R Kaufman; Stephen B Johnson; Eneida A Mendonca
Journal:  J Am Med Inform Assoc       Date:  2009-03-04       Impact factor: 4.497

3.  A Semantic Parsing Method for Mapping Clinical Questions to Logical Forms.

Authors:  Kirk Roberts; Braja Gopal Patra
Journal:  AMIA Annu Symp Proc       Date:  2018-04-16

4.  Annotating Logical Forms for EHR Questions.

Authors:  Kirk Roberts; Dina Demner-Fushman
Journal:  LREC Int Conf Lang Resour Eval       Date:  2016-05

5.  Toward a Natural Language Interface for EHR Questions.

Authors:  Kirk Roberts; Dina Demner-Fushman
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2015-03-25

6.  Assisted knowledge discovery for the maintenance of clinical guidelines.

Authors:  Emilie Pasche; Patrick Ruch; Douglas Teodoro; Angela Huttner; Stephan Harbarth; Julien Gobeill; Rolf Wipfli; Christian Lovis
Journal:  PLoS One       Date:  2013-04-30       Impact factor: 3.240

  6 in total

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