Literature DB >> 22210167

An approach to improve LOINC mapping through augmentation of local test names.

Hyeoneui Kim1, Robert El-Kareh, Anupam Goel, F N U Vineet, Wendy W Chapman.   

Abstract

Mapping medical test names into a standardized vocabulary is a prerequisite to sharing test-related data between health care entities. One major barrier in this process is the inability to describe tests in sufficient detail to assign the appropriate name in Logical Observation Identifiers, Names, and Codes (LOINC®). Approaches to address mapping of test names with incomplete information have not been well described. We developed a process of "enhancing" local test names by incorporating information required for LOINC mapping into the test names themselves. When using the Regenstrief LOINC Mapping Assistant (RELMA) we found that 73/198 (37%) of "enhanced" test names were successfully mapped to LOINC, compared to 41/191 (21%) of original names (p=0.001). Our approach led to a significantly higher proportion of test names with successful mapping to LOINC, but further efforts are required to achieve more satisfactory results.
Copyright © 2011 Elsevier Inc. All rights reserved.

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Year:  2011        PMID: 22210167      PMCID: PMC3340474          DOI: 10.1016/j.jbi.2011.12.004

Source DB:  PubMed          Journal:  J Biomed Inform        ISSN: 1532-0464            Impact factor:   6.317


  16 in total

1.  A method for the automated mapping of laboratory results to LOINC.

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Journal:  Proc AMIA Symp       Date:  2000

2.  iDASH: integrating data for analysis, anonymization, and sharing.

Authors:  Lucila Ohno-Machado; Vineet Bafna; Aziz A Boxwala; Brian E Chapman; Wendy W Chapman; Kamalika Chaudhuri; Michele E Day; Claudiu Farcas; Nathaniel D Heintzman; Xiaoqian Jiang; Hyeoneui Kim; Jihoon Kim; Michael E Matheny; Frederic S Resnic; Staal A Vinterbo
Journal:  J Am Med Inform Assoc       Date:  2011-11-10       Impact factor: 4.497

3.  Standardizing laboratory data by mapping to LOINC.

Authors:  Agha N Khan; Stanley P Griffith; Catherine Moore; Dorothy Russell; Arnulfo C Rosario; Jeanne Bertolli
Journal:  J Am Med Inform Assoc       Date:  2006-02-24       Impact factor: 4.497

4.  Mapping Department of Defense laboratory results to Logical Observation Identifiers Names and Codes (LOINC).

Authors:  Lee Min Lau; Pam D Banning; Kent Monson; Elva Knight; Pat S Wilson; Shaun C Shakib
Journal:  AMIA Annu Symp Proc       Date:  2005

5.  Automated mapping of local radiology terms to LOINC.

Authors:  Daniel J Vreeman; Clement J McDonald
Journal:  AMIA Annu Symp Proc       Date:  2005

6.  A comparison of Intelligent Mapper and document similarity scores for mapping local radiology terms to LOINC.

Authors:  Daniel J Vreeman; Clement J McDonald
Journal:  AMIA Annu Symp Proc       Date:  2006

7.  Harmonizing clinical terminologies: driving interoperability in healthcare.

Authors:  Russell A Hamm; Sarah E Knoop; Peter Schwarz; Aaron D Block; Warren L Davis
Journal:  Stud Health Technol Inform       Date:  2007

8.  Mapping laboratory test codes to LOINC for a regional health information exchange.

Authors:  Jameson P Porter; Jack Starmer; Janet King; Mark E Frisse
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11

9.  A framework for comprehensive health terminology systems in the United States: development guidelines, criteria for selection, and public policy implications. ANSI Healthcare Informatics Standards Board Vocabulary Working Group and the Computer-Based Patient Records Institute Working Group on Codes and Structures.

Authors:  C G Chute; S P Cohn; J R Campbell
Journal:  J Am Med Inform Assoc       Date:  1998 Nov-Dec       Impact factor: 4.497

10.  A rationale for parsimonious laboratory term mapping by frequency.

Authors:  Daniel J Vreeman; John T Finnell; J Marc Overhage
Journal:  AMIA Annu Symp Proc       Date:  2007-10-11
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  11 in total

1.  Learning from the crowd while mapping to LOINC.

Authors:  Daniel J Vreeman; John Hook; Brian E Dixon
Journal:  J Am Med Inform Assoc       Date:  2015-07-29       Impact factor: 4.497

2.  The long road to semantic interoperability in support of public health: experiences from two states.

Authors:  Brian E Dixon; Daniel J Vreeman; Shaun J Grannis
Journal:  J Biomed Inform       Date:  2014-03-25       Impact factor: 6.317

3.  A multi-part matching strategy for mapping LOINC with laboratory terminologies.

Authors:  Li-Hui Lee; Anika Groß; Michael Hartung; Der-Ming Liou; Erhard Rahm
Journal:  J Am Med Inform Assoc       Date:  2013-12-20       Impact factor: 4.497

4.  Learning From the Crowd in Terminology Mapping: The LOINC Experience.

Authors:  Brian E Dixon; John Hook; Daniel J Vreeman
Journal:  Lab Med       Date:  2015

5.  A corpus-based approach for automated LOINC mapping.

Authors:  Mustafa Fidahussein; Daniel J Vreeman
Journal:  J Am Med Inform Assoc       Date:  2013-05-15       Impact factor: 4.497

6.  Predicting Hospitalization and Outpatient Corticosteroid Use in Inflammatory Bowel Disease Patients Using Machine Learning.

Authors:  Akbar K Waljee; Rachel Lipson; Wyndy L Wiitala; Yiwei Zhang; Boang Liu; Ji Zhu; Beth Wallace; Shail M Govani; Ryan W Stidham; Rodney Hayward; Peter D R Higgins
Journal:  Inflamm Bowel Dis       Date:  2017-12-19       Impact factor: 5.325

7.  Automated Mapping of Real-world Oncology Laboratory Data to LOINC.

Authors:  Jonathan Kelly; Chen Wang; Jianyi Zhang; Spandan Das; Anna Ren; Pradnya Warnekar
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

8.  Encoding laboratory testing data: case studies of the national implementation of HHS requirements and related standards in five laboratories.

Authors:  Raja A Cholan; Gregory Pappas; Greg Rehwoldt; Andrew K Sills; Elizabeth D Korte; I Khalil Appleton; Natalie M Scott; Wendy S Rubinstein; Sara A Brenner; Riki Merrick; Wilbur C Hadden; Keith E Campbell; Michael S Waters
Journal:  J Am Med Inform Assoc       Date:  2022-07-12       Impact factor: 7.942

9.  Coding of Electronic Laboratory Reports for Biosurveillance, Selected United States Hospitals, 2011.

Authors:  Sanjaya Dhakal; Sherry L Burrer; Carla A Winston; Achintya Dey; Umed Ajani; Samuel L Groseclose
Journal:  Online J Public Health Inform       Date:  2015-07-01

10.  Aligning an interface terminology to the Logical Observation Identifiers Names and Codes (LOINC®).

Authors:  Jean Noël Nikiema; Romain Griffier; Vianney Jouhet; Fleur Mougin
Journal:  JAMIA Open       Date:  2021-06-12
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