Literature DB >> 25352566

Taking advantage of continuity of care documents to populate a research repository.

Jeffrey G Klann1, Michael Mendis2, Lori C Phillips2, Alyssa P Goodson2, Beatriz H Rocha3, Howard S Goldberg3, Nich Wattanasin2, Shawn N Murphy1.   

Abstract

OBJECTIVE: Clinical data warehouses have accelerated clinical research, but even with available open source tools, there is a high barrier to entry due to the complexity of normalizing and importing data. The Office of the National Coordinator for Health Information Technology's Meaningful Use Incentive Program now requires that electronic health record systems produce standardized consolidated clinical document architecture (C-CDA) documents. Here, we leverage this data source to create a low volume standards based import pipeline for the Informatics for Integrating Biology and the Bedside (i2b2) clinical research platform. We validate this approach by creating a small repository at Partners Healthcare automatically from C-CDA documents.
MATERIALS AND METHODS: We designed an i2b2 extension to import C-CDAs into i2b2. It is extensible to other sites with variances in C-CDA format without requiring custom code. We also designed new ontology structures for querying the imported data.
RESULTS: We implemented our methodology at Partners Healthcare, where we developed an adapter to retrieve C-CDAs from Enterprise Services. Our current implementation supports demographics, encounters, problems, and medications. We imported approximately 17 000 clinical observations on 145 patients into i2b2 in about 24 min. We were able to perform i2b2 cohort finding queries and view patient information through SMART apps on the imported data. DISCUSSION: This low volume import approach can serve small practices with local access to C-CDAs and will allow patient registries to import patient supplied C-CDAs. These components will soon be available open source on the i2b2 wiki.
CONCLUSIONS: Our approach will lower barriers to entry in implementing i2b2 where informatics expertise or data access are limited.
© The Author 2014. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For Permissions, please email: journals.permissions@oup.com.

Entities:  

Keywords:  Database Management Systems; Information Storage and Retrieval; Meaningful Use; Medical Informatics; Systems Integration

Mesh:

Year:  2014        PMID: 25352566      PMCID: PMC6080729          DOI: 10.1136/amiajnl-2014-003040

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  19 in total

1.  Optimizing healthcare research data warehouse design through past COSTAR query analysis.

Authors:  S N Murphy; M M Morgan; G O Barnett; H C Chueh
Journal:  Proc AMIA Symp       Date:  1999

2.  A highly scalable, interoperable clinical decision support service.

Authors:  Howard S Goldberg; Marilyn D Paterno; Beatriz H Rocha; Molly Schaeffer; Adam Wright; Jessica L Erickson; Blackford Middleton
Journal:  J Am Med Inform Assoc       Date:  2013-07-04       Impact factor: 4.497

3.  The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories.

Authors:  Griffin M Weber; Shawn N Murphy; Andrew J McMurry; Douglas Macfadden; Daniel J Nigrin; Susanne Churchill; Isaac S Kohane
Journal:  J Am Med Inform Assoc       Date:  2009-06-30       Impact factor: 4.497

4.  Calculating the benefits of a Research Patient Data Repository.

Authors:  Ruth Nalichowski; Diane Keogh; Henry C Chueh; Shawn N Murphy
Journal:  AMIA Annu Symp Proc       Date:  2006

5.  A visual interface designed for novice users to find research patient cohorts in a large biomedical database.

Authors:  Shawn N Murphy; Vivian Gainer; Henry C Chueh
Journal:  AMIA Annu Symp Proc       Date:  2003

6.  Blue Button use by patients to access and share health record information using the Department of Veterans Affairs' online patient portal.

Authors:  Carolyn Turvey; Dawn Klein; Gemmae Fix; Timothy P Hogan; Susan Woods; Steven R Simon; Mary Charlton; Mary Vaughan-Sarrazin; Donna M Zulman; Lilian Dindo; Bonnie Wakefield; Gail Graham; Kim Nazi
Journal:  J Am Med Inform Assoc       Date:  2014-04-16       Impact factor: 4.497

7.  An i2b2-based, generalizable, open source, self-scaling chronic disease registry.

Authors:  Marc D Natter; Justin Quan; David M Ortiz; Athos Bousvaros; Norman T Ilowite; Christi J Inman; Keith Marsolo; Andrew J McMurry; Christy I Sandborg; Laura E Schanberg; Carol A Wallace; Robert W Warren; Griffin M Weber; Kenneth D Mandl
Journal:  J Am Med Inform Assoc       Date:  2012-06-25       Impact factor: 4.497

8.  PCORnet: turning a dream into reality.

Authors:  Francis S Collins; Kathy L Hudson; Josephine P Briggs; Michael S Lauer
Journal:  J Am Med Inform Assoc       Date:  2014-05-12       Impact factor: 4.497

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

Authors:  Jeffrey G Klann; Michael D Buck; Jeffrey Brown; Marc Hadley; Richard Elmore; Griffin M Weber; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2014-04-03       Impact factor: 4.497

10.  Are Meaningful Use Stage 2 certified EHRs ready for interoperability? Findings from the SMART C-CDA Collaborative.

Authors:  John D D'Amore; Joshua C Mandel; David A Kreda; Ashley Swain; George A Koromia; Sumesh Sundareswaran; Liora Alschuler; Robert H Dolin; Kenneth D Mandl; Isaac S Kohane; Rachel B Ramoni
Journal:  J Am Med Inform Assoc       Date:  2014-06-26       Impact factor: 4.497

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  12 in total

1.  Automated Population of an i2b2 Clinical Data Warehouse using FHIR.

Authors:  Harold R Solbrig; Na Hong; Shawn N Murphy; Guoqian Jiang
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

2.  Interoperability Progress and Remaining Data Quality Barriers of Certified Health Information Technologies.

Authors:  John D'Amore; Omar Bouhaddou; Sandra Mitchell; Chun Li; Russell Leftwich; Todd Turner; Matthew Rahn; Margaret Donahue; Jonathan Nebeker
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

3.  Web services for data warehouses: OMOP and PCORnet on i2b2.

Authors:  Jeffrey G Klann; Lori C Phillips; Christopher Herrick; Matthew A H Joss; Kavishwar B Wagholikar; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2018-10-01       Impact factor: 4.497

Review 4.  Clinical Decision Support: a 25 Year Retrospective and a 25 Year Vision.

Authors:  B Middleton; D F Sittig; A Wright
Journal:  Yearb Med Inform       Date:  2016-08-02

5.  Supporting Multi-sourced Medication Information in i2b2.

Authors:  Jeffrey G Klann; Pascal B Pfiffner; Marc D Natter; Emily Conner; Paul Blazejewski; Shawn N Murphy; Kenneth D Mandl
Journal:  AMIA Annu Symp Proc       Date:  2015-11-05

Review 6.  Advancing Partner Notification Through Electronic Communication Technology: A Review of Acceptability and Utilization Research.

Authors:  Jennifer Pellowski; Catherine Mathews; Moira O Kalichman; Sarah Dewing; Mark N Lurie; Seth C Kalichman
Journal:  J Health Commun       Date:  2016-05-04

7.  Perceived barriers to partner notification among sexually transmitted infection clinic patients, Cape Town, South Africa.

Authors:  Seth C Kalichman; Catherine Mathews; Moira Kalichman; Mark N Lurie; Sarah Dewing
Journal:  J Public Health (Oxf)       Date:  2017-06-01       Impact factor: 2.341

8.  Evolving Research Data Sharing Networks to Clinical App Sharing Networks.

Authors:  Kavishwar B Wagholikar; Rahul Jain; Eliel Oliveira; Joshua Mandel; Jeffery Klann; Ricardo Colas; Prasad Patil; Kuladip Yadav; Kenneth D Mandl; Thomas Carton; Shawn N Murphy
Journal:  AMIA Jt Summits Transl Sci Proc       Date:  2017-07-26

9.  SMART-on-FHIR implemented over i2b2.

Authors:  Kavishwar B Wagholikar; Joshua C Mandel; Jeffery G Klann; Nich Wattanasin; Michael Mendis; Christopher G Chute; Kenneth D Mandl; Shawn N Murphy
Journal:  J Am Med Inform Assoc       Date:  2017-03-01       Impact factor: 4.497

Review 10.  Automating Installation of the Integrating Biology and the Bedside (i2b2) Platform.

Authors:  Kavishwar B Wagholikar; Michael Mendis; Pralav Dessai; Javier Sanz; Sindy Law; Micheal Gilson; Stephan Sanders; Mahesh Vangala; Douglas S Bell; Shawn N Murphy
Journal:  Biomed Inform Insights       Date:  2018-06-04
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