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Automated Determination of Publications Related to Adverse Drug Reactions in PubMed
Timely dissemination of up-to-date information concerning adverse drug reactions (ADRs) at the point of care can significantly improve medication safety and prevent ADRs. Automated methods for finding relevant articles in MEDLINE which discuss ADRs for specific medications can facilitate decision ma...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Informatics Association
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525279/ https://www.ncbi.nlm.nih.gov/pubmed/26306227 |
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author | Adams, Hayden Friedman, Carol Finkelstein, Joseph |
author_facet | Adams, Hayden Friedman, Carol Finkelstein, Joseph |
author_sort | Adams, Hayden |
collection | PubMed |
description | Timely dissemination of up-to-date information concerning adverse drug reactions (ADRs) at the point of care can significantly improve medication safety and prevent ADRs. Automated methods for finding relevant articles in MEDLINE which discuss ADRs for specific medications can facilitate decision making at the point of care. Previous work has focused on other types of clinical queries and on retrieval for specific ADRs or drug-ADR pairs, but little work has been published on finding ADR articles for a specific medication. We have developed a method to generate a PubMED query based on MESH, supplementary concepts, and textual terms for a particular medication. Evaluation was performed on a limited sample, resulting in a sensitivity of 90% and precision of 93%. Results demonstrated that this method is highly effective. Future work will integrate this method within an interface aimed at facilitating access to ADR information for specified drugs at the point of care. |
format | Online Article Text |
id | pubmed-4525279 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | American Medical Informatics Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-45252792015-08-24 Automated Determination of Publications Related to Adverse Drug Reactions in PubMed Adams, Hayden Friedman, Carol Finkelstein, Joseph AMIA Jt Summits Transl Sci Proc Articles Timely dissemination of up-to-date information concerning adverse drug reactions (ADRs) at the point of care can significantly improve medication safety and prevent ADRs. Automated methods for finding relevant articles in MEDLINE which discuss ADRs for specific medications can facilitate decision making at the point of care. Previous work has focused on other types of clinical queries and on retrieval for specific ADRs or drug-ADR pairs, but little work has been published on finding ADR articles for a specific medication. We have developed a method to generate a PubMED query based on MESH, supplementary concepts, and textual terms for a particular medication. Evaluation was performed on a limited sample, resulting in a sensitivity of 90% and precision of 93%. Results demonstrated that this method is highly effective. Future work will integrate this method within an interface aimed at facilitating access to ADR information for specified drugs at the point of care. American Medical Informatics Association 2015-03-25 /pmc/articles/PMC4525279/ /pubmed/26306227 Text en ©2015 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose |
spellingShingle | Articles Adams, Hayden Friedman, Carol Finkelstein, Joseph Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title | Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title_full | Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title_fullStr | Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title_full_unstemmed | Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title_short | Automated Determination of Publications Related to Adverse Drug Reactions in PubMed |
title_sort | automated determination of publications related to adverse drug reactions in pubmed |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4525279/ https://www.ncbi.nlm.nih.gov/pubmed/26306227 |
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