Exploring Task Patterns in EHR Workflows Using Action Sequence Embedding and Graph-Based Analysis...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan
This study investigates clinician workflows in electronic health records (EHR) using a novel combination of context-based embedding and graph-based dimensionality reduction techniques to EHR-based audit log sequences. We identified distinct clinical task groups, suggesting the potential for semi-aut...
| Publicado en: | Studies in Health Technology & Informatics Vol. 329; pp. 1281 - 1286 |
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| Autores principales: | , , , , , |
| Formato: | proceedings research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2025
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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=187335063&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 187335063 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2025 vid: 329 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 187335063 187335063 187335063 10.3233/SHTI251045 187335063 ppf: 1281 ppct: 5 formats: tig: atl: Exploring Task Patterns in EHR Workflows Using Action Sequence Embedding and Graph-Based Analysis...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan aug: au: Seunghwan Kim Kannampallil, Thomas Wick, Brett D. Holmgren, A. Jay Thombley, Robert Lou, Sunny S. affil: Roy and Diana Vagelos Division of Biology and Biomedical Sciences Washington University St. Louis, Saint Louis, USA sug: subj: Electronic Health Records Workflow Task Performance and Analysis Audit Health Information Systems Algorithms Congresses and Conferences Taiwan Taiwan Human United States Primary Health Care Machine Learning Data Mining User-Computer Interface Health Informatics Thematic Analysis ab: This study investigates clinician workflows in electronic health records (EHR) using a novel combination of context-based embedding and graph-based dimensionality reduction techniques to EHR-based audit log sequences. We identified distinct clinical task groups, suggesting the potential for semi-automated, unsupervised methods for characterizing EHR-based workflow patterns. pubtype: Academic Journal doctype: proceedings research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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