Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection.
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| Title: | Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection. |
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| Authors: | Kiser AC; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States., Eilbeck K; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States., Ferraro JP; Department of Medicine, School of Medicine, University of Utah, Salt Lake City, UT, United States., Skarda DE; Center for Value-Based Surgery, Intermountain Healthcare, Salt Lake City, UT, United States.; Department of Surgery, School of Medicine, University of Utah, Salt Lake City, UT, United States., Samore MH; Department of Medicine, School of Medicine, University of Utah, Salt Lake City, UT, United States.; Informatics, Decision-Enhancement and Analytic Sciences Center 2.0, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, United States., Bucher B; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States.; Department of Surgery, School of Medicine, University of Utah, Salt Lake City, UT, United States. |
| Source: | JMIR medical informatics [JMIR Med Inform] 2022 Aug 30; Vol. 10 (8), pp. e39057. Date of Electronic Publication: 2022 Aug 30. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Print ISSN: 2291-9694 (Print) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Links: – Type: pdflink Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 36040784 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Kiser+AC%22">Kiser AC</searchLink>; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States.<br /><searchLink fieldCode="AU" term="%22Eilbeck+K%22">Eilbeck K</searchLink>; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States.<br /><searchLink fieldCode="AU" term="%22Ferraro+JP%22">Ferraro JP</searchLink>; Department of Medicine, School of Medicine, University of Utah, Salt Lake City, UT, United States.<br /><searchLink fieldCode="AU" term="%22Skarda+DE%22">Skarda DE</searchLink>; Center for Value-Based Surgery, Intermountain Healthcare, Salt Lake City, UT, United States.; Department of Surgery, School of Medicine, University of Utah, Salt Lake City, UT, United States.<br /><searchLink fieldCode="AU" term="%22Samore+MH%22">Samore MH</searchLink>; Department of Medicine, School of Medicine, University of Utah, Salt Lake City, UT, United States.; Informatics, Decision-Enhancement and Analytic Sciences Center 2.0, Veterans Affairs Salt Lake City Health Care System, Salt Lake City, UT, United States.<br /><searchLink fieldCode="AU" term="%22Bucher+B%22">Bucher B</searchLink>; Department of Biomedical Informatics, School of Medicine, University of Utah, Salt Lake City, UT, United States.; Department of Surgery, School of Medicine, University of Utah, Salt Lake City, UT, United States. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101645109%22">JMIR medical informatics</searchLink> [JMIR Med Inform] 2022 Aug 30; Vol. 10 (8), pp. e39057. <i>Date of Electronic Publication: </i>2022 Aug 30. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101645109 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2291-9694 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2222919694%22">22919694 </searchLink><i>NLM ISO Abbreviation: </i>JMIR Med Inform <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=36040784 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/39057 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e39057 Titles: – TitleFull: Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care-Associated Infection. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Kiser AC – PersonEntity: Name: NameFull: Eilbeck K – PersonEntity: Name: NameFull: Ferraro JP – PersonEntity: Name: NameFull: Skarda DE – PersonEntity: Name: NameFull: Samore MH – PersonEntity: Name: NameFull: Bucher B IsPartOfRelationships: – BibEntity: Dates: – D: 30 M: 08 Text: 2022 Aug 30 Type: published Y: 2022 Identifiers: – Type: issn-print Value: 2291-9694 Numbering: – Type: volume Value: 10 – Type: issue Value: 8 Titles: – TitleFull: JMIR medical informatics Type: main |
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