ArticleJournal of clinical and translational science2020
Development of an electronic health records datamart to support clinical and population health research.
Article in Journal of clinical and translational science, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
33 citing papers in PubMed.
- Improving the Performance of Models Trained on Small EHR-Derived Samples by Leveraging External Data with Continual Learning Methods.medRxiv : the preprint server for health sciences · 2026Article
- Perinatal exposures and upper respiratory tract microbiome composition are associated with age at first acute otitis media episode.bioRxiv : the preprint server for biology · 2026Article
- Using clinical notes to identify children with speech-language delay and understand differences in diagnostic timing.JAMIA open · 2026Article
- Early attention deficit hyperactivity disorder prediction from longitudinal electronic health records.Nature. Mental health · 2026Article
- Performance of PREVENT Cardiovascular Risk in Electronic Health Record-Based Clinical Practice.JAMA network open · 2026Article
- A Novel Customizable Datamart and Tableau Dashboard to Monitor Multiple Enhanced Recovery After Surgery Programs: Development and Validation Study.JMIR perioperative medicine · 2026Article
- External Pharmacokinetic Model Evaluation of Caffeine in Critically Ill Neonates With Heart Disease Using Data Collected From a Pragmatic Platform Trial.The journal of pediatric pharmacology and therapeutics : JPPT : the official journal of PPAG · 2026Article
- Discrete Time Neural Network Models to Address Time-Varying Predictor Importance: An Illustration in Predicting Mortality Over Different Time Horizons.IEEE journal of biomedical and health informatics · 2026Article
- Multimodal Training to Unimodal Deployment: Leveraging Unstructured Data During Training to Optimize Structured Data Only Deployment.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2026Article
- Early life factors documented in electronic health records predict recurrent acute otitis media.PloS one · 2026Article
- Estimating the observability of an outcome from an electronic health record data set using external data.American journal of epidemiology · 2025Article
- Unsupervised Coverage Sampling to Enhance Clinical Chart Review Coverage for Computable Phenotype Development: Simulation and Empirical Study.JMIR medical informatics · 2025Article
- Integrated analysis for electronic health records with structured and sporadic missingness.Journal of biomedical informatics · 2025Article
- Linking Electronic Health Record Prescribing Data and Pharmacy Dispensing Records to Identify Patient-Level Factors Associated With Psychotropic Medication Receipt: Retrospective Study.JMIR medical informatics · 2025Article
- Clinical Phenotypes May be Able to Identify Populations With Nonalcoholic Fatty Liver-Spectrum Disease.Gastro hep advances · 2025Article
- Observational
- A conditional multi-label model to improve prediction of a rare outcome: An illustration predicting autism diagnosis.Journal of biomedical informatics · 2024Article
- Pregnancy-Associated Extracorporeal Membrane Oxygenation in the United States.American journal of perinatology · 2024Article
- Population Pharmacokinetics of Caffeine in Neonates with Congenital Heart Disease and Associations with Acute Kidney Injury.Journal of clinical pharmacology · 2024Article
- Use of a Low Profile Ultra-High Molecular Weight Polyethylene Diaphyseal Humeral Cement Restrictor in Shoulder Arthroplasty.Journal of shoulder and elbow arthroplasty · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
introductionElectronic health record (EHR) data have emerged as an important resource for population health and clinical research. There have been significant efforts to leverage EHR data for research; however, given data security concerns and the complexity of the data, EHR data are frequently difficult to access and use for clinical studies. We describe the development of a Clinical Research Datamart (CRDM) that was developed to provide well-curated and easily accessible EHR data to Duke University investigators.
methodsThe CRDM was designed to (1) contain most of the patient-level data elements needed for research studies; (2) be directly accessible by individuals conducting statistical analyses (including Biostatistics, Epidemiology, and Research Design (BERD) core members); (3) be queried via a code-based system to promote reproducibility and consistency across studies; and (4) utilize a secure protected analytic workspace in which sensitive EHR data can be stored and analyzed. The CRDM utilizes data transformed for the PCORnet data network, and was augmented with additional data tables containing site-specific data elements to provide additional contextual information.
resultsWe provide descriptions of ideal use cases and discuss dissemination and evaluation methods, including future work to expand the user base and track the use and impact of this data resource.
conclusionsThe CRDM utilizes resources developed as part of the Clinical and Translational Science Awards (CTSAs) program and could be replicated by other institutions with CTSAs.
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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.