Literature DB >> 20351858

Automated mapping of pharmacy orders from two electronic health record systems to RxNorm within the STRIDE clinical data warehouse.

Penni Hernandez1, Tanya Podchiyska, Susan Weber, Todd Ferris, Henry Lowe.   

Abstract

The Stanford Translational Research Integrated Database Environment (STRIDE) clinical data warehouse integrates medication information from two Stanford hospitals that use different drug representation systems. To merge this pharmacy data into a single, standards-based model supporting research we developed an algorithm to map HL7 pharmacy orders to RxNorm concepts. A formal evaluation of this algorithm on 1.5 million pharmacy orders showed that the system could accurately assign pharmacy orders in over 96% of cases. This paper describes the algorithm and discusses some of the causes of failures in mapping to RxNorm.

Mesh：

Year:  2009        PMID： 20351858      PMCID： PMC2815471     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN： 1559-4076


  8 in total

1.  Integrating existing drug formulation terminologies into an HL7 standard classification using OpenGALEN.

Authors:  C J Wroe; J J Cimino; A L Rector
Journal:  Proc AMIA Symp       Date:  2001

2.  RxNav: a web service for standard drug information.

Authors:  Kelly Zeng; Olivier Bodenreider; John Kilbourne; Stuart Nelson
Journal:  AMIA Annu Symp Proc       Date:  2006

3.  The HL7 reference information model under scrutiny.

Authors:  Gunther Schadow; Charles N Mead; D Mead Walker
Journal:  Stud Health Technol Inform       Date:  2006

4.  Extraction and mapping of drug names from free text to a standardized nomenclature.

Authors:  Matthew A Levin; Marina Krol; Ankur M Doshi; David L Reich
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

5.  RxTerms - a drug interface terminology derived from RxNorm.

Authors:  Kin Wah Fung; Clement McDonald; Bruce E Bray
Journal:  AMIA Annu Symp Proc       Date:  2008-11-06

6.  Mapping clinically useful terminology to a controlled medical vocabulary.

Authors:  R C Barrows; J J Cimino; P D Clayton
Journal:  Proc Annu Symp Comput Appl Med Care       Date:  1994

7.  Use of RxNorm to exchange codified drug allergy information between Department of Veterans Affairs (VA) and Department of Defense (DoD).

Authors:  Pradnya P Warnekar; Omar Bouhaddou; Fola Parrish; Nhan Do; John Kilbourne; Steven H Brown; Michael J Lincoln
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

8.  VA National Drug File Reference Terminology: a cross-institutional content coverage study.

Authors:  Steven H Brown; Peter L Elkin; S Trent Rosenbloom; Casey Husser; Brent A Bauer; Michael J Lincoln; John Carter; Mark Erlbaum; Mark S Tuttle
Journal:  Stud Health Technol Inform       Date:  2004
  8 in total
  18 in total

1.  Analyzing categorical information in two publicly available drug terminologies: RxNorm and NDF-RT.

Authors:  Jyotishman Pathak; Christopher G Chute
Journal:  J Am Med Inform Assoc       Date:  2010 Jul-Aug       Impact factor: 4.497

2.  DYNAMICALLY EVOLVING CLINICAL PRACTICES AND IMPLICATIONS FOR PREDICTING MEDICAL DECISIONS.

Authors:  Jonathan H Chen; Mary K Goldstein; Steven M Asch; Russ B Altman
Journal:  Pac Symp Biocomput       Date:  2016

3.  Managing Medical Vocabulary Updates in a Clinical Data Warehouse: An RxNorm Case Study.

Authors:  Tanya Podchiyska; Penni Hernandez; Todd Ferris; Susan Weber; Henry J Lowe
Journal:  AMIA Annu Symp Proc       Date:  2010-11-13

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Authors:  Jonathan H Chen; Tanya Podchiyska; Russ B Altman
Journal:  J Am Med Inform Assoc       Date:  2015-07-21       Impact factor: 4.497

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Authors:  Susan C Weber; Tina Seto; Cliff Olson; Pragati Kenkare; Allison W Kurian; Amar K Das
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

6.  An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.

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Journal:  J Biomed Inform       Date:  2018-09-07       Impact factor: 6.317

7.  Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets.

Authors:  Jonathan H Chen; Muthuraman Alagappan; Mary K Goldstein; Steven M Asch; Russ B Altman
Journal:  Int J Med Inform       Date:  2017-03-18       Impact factor: 4.046

8.  Leveraging Digital Data to Inform and Improve Quality Cancer Care.

Authors:  Tina Hernandez-Boussard; Douglas W Blayney; James D Brooks
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2020-02-17       Impact factor: 4.254

9.  Clinical use of an enterprise data warehouse.

Authors:  R Scott Evans; James F Lloyd; Lee A Pierce
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

10.  Integrating historical clinical and financial data for pharmacological research.

Authors:  Vikrant G Deshmukh; N Brett Sower; Cheri Y Hunter; Joyce A Mitchell
Journal:  BMC Med Res Methodol       Date:  2011-11-18       Impact factor: 4.615
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