ArticleJournal of biomedical informatics2014
Modular design, application architecture, and usage of a self-service model for enterprise data delivery: the Duke Enterprise Data Unified Content Explorer (DEDUCE).
Article in Journal of biomedical informatics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
54 citing papers in PubMed.
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- Acute Respiratory Distress Syndrome in Patients with Intracerebral Hemorrhage.Journal of clinical medicine · 2025Article
- Body Mass Index and Outcomes After Pilon Fracture Fixation: A Retrospective Cohort Study.Foot & ankle orthopaedics · 2025Article
- Outcomes After Patellofemoral Arthroplasty With the Arthrex iBalance-A Third Generation Implant.Arthroplasty today · 2025Article
- Medically Tailored Grocery Deliveries to Improve Food Security and Hypertension in Underserved Groups: A Student-Run Pilot Randomized Controlled Trial.Healthcare (Basel, Switzerland) · 2025Article
- Observational
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- Implications of trial eligibility in patients with heart failure with mildly reduced or preserved ejection fraction.ESC heart failure · 2024Article
- Exploring versatile applications of a vacuum-assisted bone harvester in orthopedic surgery.BMC musculoskeletal disorders · 2024Article
- Population Pharmacokinetics of Caffeine in Neonates with Congenital Heart Disease and Associations with Acute Kidney Injury.Journal of clinical pharmacology · 2024Article
- Clinical Data Warehousing: A Scoping Review.Journal of the Society for Clinical Data Management · 2024Article
- Outcomes Following Repair of Radial, Mid-Body Tears of the Lateral Meniscus in Adolescents.Journal of the Pediatric Orthopaedic Society of North America · 2023Article
- Disparities in Mpox Vaccination Among Priority Populations During the 2022 Outbreak.Open forum infectious diseases · 2023Article
- Concurrent Sexually Transmitted Infection Testing Among Patients Tested for Mpox at a Tertiary Healthcare System.Open forum infectious diseases · 2023Article
- Association of Neighborhood Deprivation With Healthcare Utilization Among Persons With Human Immunodeficiency Virus: A Latent Class Analysis.Open forum infectious diseases · 2023Article
- Methicillin-resistantInfection control and hospital epidemiology · 2023Article
- Echocardiographic Features Beyond Ejection Fraction and Associated Outcomes in Patients With Heart Failure With Mildly Reduced or Preserved Ejection Fraction.Circulation. Heart failure · 2023Article
- Utility of a risk assessment model in predicting 30 day unplanned hospital readmission in adult patients receiving outpatient parenteral antimicrobial therapy.JAC-antimicrobial resistance · 2023Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
purposeData generated in the care of patients are widely used to support clinical research and quality improvement, which has hastened the development of self-service query tools. User interface design for such tools, execution of query activity, and underlying application architecture have not been widely reported, and existing tools reflect a wide heterogeneity of methods and technical frameworks. We describe the design, application architecture, and use of a self-service model for enterprise data delivery within Duke Medicine.
methodsOur query platform, the Duke Enterprise Data Unified Content Explorer (DEDUCE), supports enhanced data exploration, cohort identification, and data extraction from our enterprise data warehouse (EDW) using a series of modular environments that interact with a central keystone module, Cohort Manager (CM). A data-driven application architecture is implemented through three components: an application data dictionary, the concept of "smart dimensions", and dynamically-generated user interfaces.
resultsDEDUCE CM allows flexible hierarchies of EDW queries within a grid-like workspace. A cohort "join" functionality allows switching between filters based on criteria occurring within or across patient encounters. To date, 674 users have been trained and activated in DEDUCE, and logon activity shows a steady increase, with variability between months. A comparison of filter conditions and export criteria shows that these activities have different patterns of usage across subject areas.
conclusionsOrganizations with sophisticated EDWs may find that users benefit from development of advanced query functionality, complimentary to the user interfaces and infrastructure used in other well-published models. Driven by its EDW context, the DEDUCE application architecture was also designed to be responsive to source data and to allow modification through alterations in metadata rather than programming, allowing an agile response to source system changes.
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.