Literature DB >> 22879806

Improving information retrieval using Medical Subject Headings Concepts: a test case on rare and chronic diseases.

Stéfan J Darmoni1, Lina F Soualmia, Catherine Letord, Marie-Christine Jaulent, Nicolas Griffon, Benoît Thirion, Aurélie Névéol.   

Abstract

BACKGROUND: As more scientific work is published, it is important to improve access to the biomedical literature. Since 2000, when Medical Subject Headings (MeSH) Concepts were introduced, the MeSH Thesaurus has been concept based. Nevertheless, information retrieval is still performed at the MeSH Descriptor or Supplementary Concept level.
OBJECTIVE: The study assesses the benefit of using MeSH Concepts for indexing and information retrieval.
METHODS: Three sets of queries were built for thirty-two rare diseases and twenty-two chronic diseases: (1) using PubMed Automatic Term Mapping (ATM), (2) using Catalog and Index of French-language Health Internet (CISMeF) ATM, and (3) extrapolating the MEDLINE citations that should be indexed with a MeSH Concept.
RESULTS: Type 3 queries retrieve significantly fewer results than type 1 or type 2 queries (about 18,000 citations versus 200,000 for rare diseases; about 300,000 citations versus 2,000,000 for chronic diseases). CISMeF ATM also provides better precision than PubMed ATM for both disease categories. DISCUSSION: Using MeSH Concept indexing instead of ATM is theoretically possible to improve retrieval performance with the current indexing policy. However, using MeSH Concept information retrieval and indexing rules would be a fundamentally better approach. These modifications have already been implemented in the CISMeF search engine.

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Year:  2012        PMID: 22879806      PMCID: PMC3411256          DOI: 10.3163/1536-5050.100.3.007

Source DB:  PubMed          Journal:  J Med Libr Assoc        ISSN: 1536-5050


  10 in total

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2.  Medical Subject Headings (MeSH).

Authors:  C E Lipscomb
Journal:  Bull Med Libr Assoc       Date:  2000-07

3.  Variations in Medical Subject Headings (MeSH) mapping: from the natural language of patron terms to the controlled vocabulary of mapped lists.

Authors:  Lora V Gault; Mary Shultz; Kathy J Davies
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5.  French MeSH Browser: a cross-language tool to access MEDLINE/PubMed.

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8.  A method of cross-lingual consumer health information retrieval.

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9.  Evaluation of Query Expansion Using MeSH in PubMed.

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  10 in total
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5.  A search engine to access PubMed monolingual subsets: proof of concept and evaluation in French.

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Review 6.  A Review of Recent Advancement in Integrating Omics Data with Literature Mining towards Biomedical Discoveries.

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7.  Automated Patent Categorization and Guided Patent Search using IPC as Inspired by MeSH and PubMed.

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  8 in total

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