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Electronic health record activity changes around new decision support implementation: monitoring using audit logs and topic modeling.

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Title: Electronic health record activity changes around new decision support implementation: monitoring using audit logs and topic modeling.
Authors: Chen J; Department of Medicine/Section of Preventive Medicine and Epidemiology, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, United States.; Data Science Core, Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, United States.; Department of Internal Medicine/Section of General Internal Medicine, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.; Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA 01655, United States., Cutrona SL; Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA 01655, United States.; Center for Healthcare Organization and Implementation Research (CHOIR), VA Bedford Healthcare System, Bedford, MA 01730, United States., Dharod A; Department of Internal Medicine/Section of General Internal Medicine, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.; Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.; Wake Forest Center for Healthcare Innovation, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.; Wake Forest Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States., Moses A; Wake Forest Center for Healthcare Innovation, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States., Bridges A; Clinical & Translational Science Institute, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States., Ostasiewski B; Clinical & Translational Science Institute, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States., Foley KL; Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States., Houston TK; Department of Internal Medicine/Section of General Internal Medicine, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.; Department of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27101, United States.
Corporate Authors: iDAPT (Implementation & Informatics Developing Adaptable Processes and Technologies for Cancer Control) Implementation Science Center for Cancer Control
Source: JAMIA open [JAMIA Open] 2025 Jul 15; Vol. 8 (4), pp. ooaf050. Date of Electronic Publication: 2025 Jul 15 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press on behalf of the American Medical Informatics Association Country of Publication: United States NLM ID: 101730643 Publication Model: eCollection Cited Medium: Internet ISSN: 2574-2531 (Electronic) Linking ISSN: 25742531 NLM ISO Abbreviation: JAMIA Open Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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              Text: 2025 Jul 15
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