Literature DB >> 14728208

Cross-language MeSH indexing using morpho-semantic normalization.

Kornél Markó1, Philipp Daumke, Stefan Schulz, Udo Hahn.   

Abstract

We consider three alternative procedures for the automatic indexing of medical documents using MeSH thesaurus identifiers as target units (document descriptors). Rather than considering complete words as the starting point of the indexing procedure, we here propose morphologically plausible subwords as basic units from which MeSH terms are derived. We describe the morphological segmentation and normalization procedures, as well as the mappings from subwords to MeSH terms, and discuss results from an evaluation carried out on a German-language corpus.

Mesh:

Year:  2003        PMID: 14728208      PMCID: PMC1480043     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  5 in total

1.  The NLM Indexing Initiative.

Authors:  A R Aronson; O Bodenreider; H F Chang; S M Humphrey; J G Mork; S J Nelson; T C Rindflesch; W J Wilbur
Journal:  Proc AMIA Symp       Date:  2000

2.  Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program.

Authors:  A R Aronson
Journal:  Proc AMIA Symp       Date:  2001

3.  The contribution of morphological knowledge to French MeSH mapping for information retrieval.

Authors:  P Zweigenbaum; S J Darmoni; N Grabar
Journal:  Proc AMIA Symp       Date:  2001

4.  Morpheme-based, cross-lingual indexing for medical document retrieval.

Authors:  S Schulz; U Hahn
Journal:  Int J Med Inform       Date:  2000-09       Impact factor: 4.046

5.  Word segmentation processing: a way to exponentially extend medical dictionaries.

Authors:  C Lovis; P A Michel; R Baud; J R Scherrer
Journal:  Medinfo       Date:  1995
  5 in total
  4 in total

1.  Evaluation of a document search engine in a clinical department system.

Authors:  Stefan Schulz; Philipp Daumke; Pascal Fischer; Marcel Müller; Marcel Lucas Müller
Journal:  AMIA Annu Symp Proc       Date:  2008-11-06

2.  Cross-topic learning for work prioritization in systematic review creation and update.

Authors:  Aaron M Cohen; Kyle Ambert; Marian McDonagh
Journal:  J Am Med Inform Assoc       Date:  2009-06-30       Impact factor: 4.497

3.  Automatic inference of indexing rules for MEDLINE.

Authors:  Aurélie Névéol; Sonya E Shooshan; Vincent Claveau
Journal:  BMC Bioinformatics       Date:  2008-11-19       Impact factor: 3.169

4.  Terminology extraction from medical texts in Polish.

Authors:  Małgorzata Marciniak; Agnieszka Mykowiecka
Journal:  J Biomed Semantics       Date:  2014-05-31
  4 in total

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