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PMID: 11079847 Published · ppublish English Evaluation Study Journal Article Research Support, U.S. Gov't, Non-P.H.S.

Automated indexing for full text information retrieval.

Proceedings. AMIA Symposium ·2000-00-00 ·Pages 71-5

Berrios DC

Abstract

We report our experience with a statistically based method of generating sentence-level indexing based on identified UMLS concepts and query and vector-space models. We evaluated the system using the consensus markup of two domain experts as the gold standard. UMLS concepts identified both from HTML headings and in paragraph text were valuable in proposing markup. Using both sources of concepts, the model proposed the correct set of concepts in the form of a query prototype 71% of the time. The correct query prototype was ranked first or second in 79% of cases.

MeSH Terms
Abstracting and Indexing/methods Electronic Data Processing Information Storage and Retrieval Statistics as Topic Unified Medical Language System
Authors & Affiliations
1 authors, click to expand affiliations / ORCID
Berrios D C
Veterans Affairs Palo Alto Health Care System, Palo Alto, CA, USA.
References (5)
5 references, click to expand
  1. Knowledge requirements for automated inference of medical textbook markup.
    Proc AMIA Symp. 1999;:676-80 PMID: 10566445
  2. Automation and integration of components for generalized semantic markup of electronic medical texts.
    Proc AMIA Symp. 1999;:736-40 PMID: 10566457
  3. Dynamic organization of search results using the UMLS.
    Proc AMIA Annu Fall Symp. 1997;:480-4 PMID: 9357672
  4. Contextual models of clinical publications for enhancing retrieval from full-text databases.
    Proc Annu Symp Comput Appl Med Care. 1995;:851-7 PMID: 8563412
  5. Indexing consistency in MEDLINE.
    Bull Med Libr Assoc. 1983 Apr;71(2):176-83 PMID: 6344946
Article Info
Journal
Proceedings. AMIA Symposium
Abbr.
Proc AMIA Symp
ISSN
1531-605X
Published
2000-00-00
Pages
71-5
Language
English
Region
United States
NLM ID
100883449
PMCID
PMC2243910
Subset
IM
External Links
PubMed source PMC Full Text
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