Text mining for clinical support.
Background: In 2013, the Dahlgren Memorial Library (DML) at the Georgetown University Medical Center began using text mining software to enable its clinical informationists to quickly retrieve specific, relevant information from MEDLINE abstracts while on patient rounds. Description: In 2013, DML li...
| Publicado en: | Journal of the Medical Library Association Vol. 107; no. 4; pp. 603 - 606 |
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| Autores principales: | , |
| Formato: | Journal Article |
| Publicado: |
University of Pittsburgh, University Library System
Oct2019
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=138975512&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 138975512 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 15365050 PI8 jtl: Journal of the Medical Library Association issn: 15365050 maglogo: N pubinfo: dt: Oct2019 vid: 107 iid: 4 pid: 60406 pub: University of Pittsburgh, University Library System place: Pittsburgh, Pennsylvania artinfo: ui: 138975512 10.5195/jmla.2019.758 138975512 ppf: 603 ppct: 3 formats: fmt: @attributes: type: P tig: atl: Text mining for clinical support. aug: au: Hartmann, Jonathan Van Keuren, Linda affil: Director of Clinical Integration Services & Data Discovery, Dahlgren Memorial Library, Georgetown University Medical Center, 3900 Reservoir Road Northwest, Washington, DC 20057-1420 sug: subj: Libraries, Health Sciences Data Mining Decision Support Systems, Clinical Patient Rounds Natural Language Processing Medline PubMed ab: Background: In 2013, the Dahlgren Memorial Library (DML) at the Georgetown University Medical Center began using text mining software to enable its clinical informationists to quickly retrieve specific, relevant information from MEDLINE abstracts while on patient rounds. Description: In 2013, DML licensed the use of the Linguamatics I2E text-mining program, and DML's clinical informationist began using it to text mine MEDLINE abstracts on patient rounds. In 2015, DML installed I2E on a server at Georgetown and negotiated with Elsevier to obtain the right to download and text mine the full text of clinical journals in ScienceDirect to support clinical decision making. In 2016, the license agreements for the New England Journal of Medicine and the BMJ platform were modified to allow text mining. In 2018, PubMed Central open access content was added to the Linguamatics license. Results: DML's informationists found that they were able to quickly find useful information that was not retrievable by traditional methods, and clinicians reported the information was valuable. Conclusion: The ability to text mine MEDLINE abstracts and selected journal articles on patient rounds has allowed DML's clinical informationists to quickly search large amounts of medical literature that can be used to answer physicians' clinical questions. DML plans to acquire additional journal articles from selected publishers in the future, which should increase the usefulness of the project. pubtype: Academic Journal doctype: Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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