Query Health and i2b2: Enabling Standards-based, Multiplatform Population Health Queries

نویسندگان

  • Jeffrey G. Klann
  • Shawn N. Murphy
چکیده

Understanding population-level health trends is essential to effective public health. Therefore, the ONC has launched the Query Health Initiative, a large collaboration seeking to build a national network for distributed, population-level health queries across multiple platforms. The reference implementation will include i2b2, a widelyused data repository and analysis platform. Here we describe enabling i2b2 to use Query Health’s data transport layer, the first step in intertwining i2b2 with Query Health. Introduction In September 2011, the Office of the National Coordinator for Health Information Technology (ONC) launched an initiative that will cross the boundaries of individual healthcare institutions in order to understand population-level trends [1]. ONC believes this Query Health Initiative, a public-private collaboration to develop standards and services for population-level queries, is essential to public health. To encourage participation, a distributed query model is being used, which “brings questions to the data,” so that individual patient information is never disclosed and institutional data is only disclosed as part of a larger aggregate. In 2004, the NIH-funded i2b2 Center was established and charged with developing a national computational infrastructure for biomedical computing [2]. The i2b2 software is now actively used as a research data repository at over 60 hospitals nationwide. The Shared Health Research Information Network (SHRINE), an i2b2 extension, already enables population-level distributed health queries across networks of i2b2 instances [3]. Several other i2b2based distributed query systems also exist around the country. i2b2 has been selected as one of three platforms for the Query Health Reference Implementation. This will “open up” i2b2 distributed queries to be part of a larger multiplatform network, in which disparate data repositories and query engines will interoperate across a common data security and transport layer (PopMedNet) using an HL7 standardized querying format (HQMF). Here we describe PopMedNet-enablement for i2b2 (i2b2/PMN), the first step in intertwining i2b2 and Query Health. Two Query Health pilots are slated to use this integration by the end of 2012, one through the New York State Department of Health and the other related to the FDA mini-Sentinel project. Methods i2b2/PMN builds on the experience of SHRINE, has several architectural similarities, and will allow SHRINEs to easily adapt to participate in Query Health. Each SHRINE site has a standalone Query Aggregator which provides a user interface and distributed query engine. i2b2/PMN uses a similar standalone Query Aggregator which relies on PMN as the message transport medium. Each SHRINE health data provider’s i2b2 instance is outfitted with an Adapter which responds to queries from the Aggregator, translating the standard SHRINE ontology to the local i2b2 ontology. Using a similar approach, i2b2/PMN provides its own Adapter. The i2b2 instance sees this as a SHRINE Adapter, thus making it appear that Query Health queries are coming from a SHRINE. Discussion and ConclusionIntegration of i2b2 into the Query Health Initiative is an important step in crossing the “last mile” of populationhealth queries through interoperability. As Query Health evolves, on-the-fly translation between HQMF and localformats may allow interoperability among systems, creating an infrastructure for comprehensive population healthqueries. This integration and the upcoming pilots already demonstrate collaboration across several research groups,government entities, and clinical practices. References1. Fridsma D. Join Query Health in Developing National Standards for Population Queries [Internet]. 2011 Sep 23[cited 2012 Mar 14];Available from: http://www.healthit.gov/buzz-blog/from-the-onc-desk/queryhealth/2. Murphy SN, Weber G, Mendis M, Gainer V, Chueh HC, Churchill S, et al. Serving the enterprise and beyondwith informatics for integrating biology and the bedside (i2b2). Journal of the American Medical InformaticsAssociation. 2010 Mar 1;17(2):124 –130.3. Weber GM, Murphy SN, McMurry AJ, MacFadden D, Nigrin DJ, Churchill S, et al. The Shared HealthResearch Information Network (SHRINE): A Prototype Federated Query Tool for Clinical Data Repositories. JAm Med Inform Assoc. 2009;16(5):624–30.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Query Health: standards-based, cross-platform population health surveillance

OBJECTIVE Understanding 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 revie...

متن کامل

Computing Health Quality Measures Using Informatics for Integrating Biology and the Bedside

BACKGROUND The Health Quality Measures Format (HQMF) is a Health Level 7 (HL7) standard for expressing computable Clinical Quality Measures (CQMs). Creating tools to process HQMF queries in clinical databases will become increasingly important as the United States moves forward with its Health Information Technology Strategic Plan to Stages 2 and 3 of the Meaningful Use incentive program (MU2 a...

متن کامل

TMF Special Issue: Unlocking Data for Clinical Research - The German i2b2 Experience

Objective: Data from clinical care is increasingly being used for research purposes. The i2b2 platform has been introduced in some US research communities as a tool for data integration and querying be clinical users. The purpose of this project was to assess the applicability of i2b2 in Germany regarding use cases, functionality and integration with privacy enhancing tools. Methods: A set of f...

متن کامل

A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2

BACKGROUND Standards and technical specifications have been developed to define how the information contained in Electronic Health Records (EHRs) should be structured, semantically described, and communicated. Current trends rely on differentiating the representation of data instances from the definition of clinical information models. The dual model approach, which combines a reference model (...

متن کامل

Populating the i2b2 Database with Heterogeneous Emr Data: a Semantic Network Approach

In an ongoing effort to share heterogeneous electronic medical record (EMR) data in an i2b2 instance between the University Hospitals Münster and Erlangen for joint cancer research projects, an ontology based system for the mapping of EMR data to a set of common data elements has been developed. The system translates the mappings into local SQL scripts, which are then used to extract, transform...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012