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Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs
OBJECTIVE: This study compares two maps of biomedical sciences using Medical Subject Headings (MeSH) term co-assignments versus MeSH terms of citing/cited articles and reveals similarities and differences between the two approaches. METHODS: MeSH terms assigned to 397,475 journal articles published...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
University Library System, University of Pittsburgh
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8485965/ https://www.ncbi.nlm.nih.gov/pubmed/34629973 http://dx.doi.org/10.5195/jmla.2021.1173 |
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author | Shu, Fei Qiu, Junping Larivière, Vincent |
author_facet | Shu, Fei Qiu, Junping Larivière, Vincent |
author_sort | Shu, Fei |
collection | PubMed |
description | OBJECTIVE: This study compares two maps of biomedical sciences using Medical Subject Headings (MeSH) term co-assignments versus MeSH terms of citing/cited articles and reveals similarities and differences between the two approaches. METHODS: MeSH terms assigned to 397,475 journal articles published in 2015, as well as their 4,632,992 cited references, were retrieved from Web of Science and MEDLINE databases, respectively, which formed over 7 million MeSH co-assignments and nearly 18 million direct citation pairs. We generated six network visualizations of biomedical science at three levels using Gephi software based on these MeSH co-assignments and citation pairs. RESULTS: The MeSH co-assignment map contained more nodes and edges, as MeSH co-assignments cover all medical topics discussed in articles. By contrast, the MeSH citation map contained fewer but larger nodes and wider edges, as citation links indicate connections to two similar medical topics. CONCLUSION: These two types of maps emphasize different aspects of biomedical sciences, with MeSH co-assignment maps focusing on the relationship between topics in different categories and MeSH direct citation maps providing insights into relationships between topics in the same or similar category. |
format | Online Article Text |
id | pubmed-8485965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | University Library System, University of Pittsburgh |
record_format | MEDLINE/PubMed |
spelling | pubmed-84859652021-10-08 Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs Shu, Fei Qiu, Junping Larivière, Vincent J Med Libr Assoc Original Investigation OBJECTIVE: This study compares two maps of biomedical sciences using Medical Subject Headings (MeSH) term co-assignments versus MeSH terms of citing/cited articles and reveals similarities and differences between the two approaches. METHODS: MeSH terms assigned to 397,475 journal articles published in 2015, as well as their 4,632,992 cited references, were retrieved from Web of Science and MEDLINE databases, respectively, which formed over 7 million MeSH co-assignments and nearly 18 million direct citation pairs. We generated six network visualizations of biomedical science at three levels using Gephi software based on these MeSH co-assignments and citation pairs. RESULTS: The MeSH co-assignment map contained more nodes and edges, as MeSH co-assignments cover all medical topics discussed in articles. By contrast, the MeSH citation map contained fewer but larger nodes and wider edges, as citation links indicate connections to two similar medical topics. CONCLUSION: These two types of maps emphasize different aspects of biomedical sciences, with MeSH co-assignment maps focusing on the relationship between topics in different categories and MeSH direct citation maps providing insights into relationships between topics in the same or similar category. University Library System, University of Pittsburgh 2021-07-01 2021-07-01 /pmc/articles/PMC8485965/ /pubmed/34629973 http://dx.doi.org/10.5195/jmla.2021.1173 Text en Copyright © 2021 Fei Shu, Junping Qiu, Vincent Larivière https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Investigation Shu, Fei Qiu, Junping Larivière, Vincent Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title | Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title_full | Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title_fullStr | Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title_full_unstemmed | Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title_short | Mapping the biomedical sciences using Medical Subject Headings: a comparison between MeSH co-assignments and MeSH citation pairs |
title_sort | mapping the biomedical sciences using medical subject headings: a comparison between mesh co-assignments and mesh citation pairs |
topic | Original Investigation |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8485965/ https://www.ncbi.nlm.nih.gov/pubmed/34629973 http://dx.doi.org/10.5195/jmla.2021.1173 |
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