ArticleJournal of the American Medical Informatics Association : JAMIA
Query Health: standards-based, cross-platform population health surveillance.
Article in Journal of the American Medical Informatics Association : JAMIA. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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Who cites it
25 citing papers in PubMed, 51 citations in OpenAlex.
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- Cross-Network Directory Service: Infrastructure to enable collaborations across distributed research networks.Learning health systems · 2019Article
- Examining the Needs of Patient Stakeholders as Research Partners in Health Data Networks for Translational Research.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2019Article
- A Query Workflow Design to Perform Automatable Distributed Regression Analysis in Large Distributed Data Networks.EGEMS (Washington, DC) · 2018Article
- Biases in electronic health record data due to processes within the healthcare system: retrospective observational study.BMJ (Clinical research ed.) · 2018Observational
- State and Local Chronic Disease Surveillance Using Electronic Health Record Systems.American journal of public health · 2017Article
- A Consensus-Based Approach for Harmonizing the OHDSI Common Data Model with HL7 FHIR.Studies in health technology and informatics · 2017Article
- Data interchange using i2b2.Journal of the American Medical Informatics Association : JAMIA · 2016Article
- Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.Yearbook of medical informatics · 2016Review
- Optimizing Enrollment of Patients into Nephrology Research Studies.Clinical journal of the American Society of Nephrology : CJASN · 2016Article
- Software-Enabled Distributed Network Governance: The PopMedNet Experience.EGEMS (Washington, DC) · 2016Article
- A Decompositional Approach to Executing Quality Data Model Algorithms on the i2b2 Platform.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2016Article
- Design of the New York City Macroscope: Innovations in Population Health Surveillance Using Electronic Health Records.EGEMS (Washington, DC) · 2016Article
- Public Health and Epidemiology Informatics: Recent Research and Trends in the United States.Yearbook of medical informatics · 2015Review
- Federated queries of clinical data repositories: Scaling to a national network.Journal of biomedical informatics · 2015Article
- Development, implementation, and initial evaluation of a foundational open interoperability standard for oncology treatment planning and summarization.Journal of the American Medical Informatics Association : JAMIA · 2015Article
- Taking advantage of continuity of care documents to populate a research repository.Journal of the American Medical Informatics Association : JAMIA · 2015Article
- Examining Researcher Needs and Barriers for using Electronic Health Data for Translational Research.AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science · 2015Article
- What's Past is Prologue: A Scoping Review of Recent Public Health and Global Health Informatics Literature.Online journal of public health informatics · 2015Article
Corrections and comments
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Authors and funding
7 authors at 6 institutions in 1 country.
Funding
Abstract
objectiveUnderstanding population-level health trends is essential to effectively monitor and improve public health. The Office of the National Coordinator for Health Information Technology (ONC) Query Health initiative is a collaboration to develop a national architecture for distributed, population-level health queries across diverse clinical systems with disparate data models. Here we review Query Health activities, including a standards-based methodology, an open-source reference implementation, and three pilot projects. MATERIALS AND
methodsQuery Health defined a standards-based approach for distributed population health queries, using an ontology based on the Quality Data Model and Consolidated Clinical Document Architecture, Health Quality Measures Format (HQMF) as the query language, the Query Envelope as the secure transport layer, and the Quality Reporting Document Architecture as the result language.
resultsWe implemented this approach using Informatics for Integrating Biology and the Bedside (i2b2) and hQuery for data analytics and PopMedNet for access control, secure query distribution, and response. We deployed the reference implementation at three pilot sites: two public health departments (New York City and Massachusetts) and one pilot designed to support Food and Drug Administration post-market safety surveillance activities. The pilots were successful, although improved cross-platform data normalization is needed. DISCUSSIONS: This initiative resulted in a standards-based methodology for population health queries, a reference implementation, and revision of the HQMF standard. It also informed future directions regarding interoperability and data access for ONC's Data Access Framework initiative.
conclusionsQuery Health was a test of the learning health system that supplied a functional methodology and reference implementation for distributed population health queries that has been validated at three sites.
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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.