LOINC Essentials Workshop Slidedeck
This is the complete slide deck from the LOINC Essentials launch workshop hosted in Indianapolis, IN USA on June 8, 2016. With 400+ slides, Dr. Vreeman walks you through the LOINC Essentials Framework and how to map your local codes to LOINC.
Format: PDF | File size: 121mb Password to open: get-loincing
References and Resources for LOINC Essentials
Chapter 1 – An Overview of LOINC
- Using LOINC with FHIR
- Read more about Clem McDonald, MD – Father of LOINC
- LOINC Atlas – home countries of all registered LOINC users
- LOINC International Page – contains listing of LOINC language translations
Chapter 2 – Get your plan together
- Blog post by Michael Hyatt: The Missing Ingredient in Most Goals
- LOINC Mapping Key Activities and Time Duration Estimates
- LOINC Adopter Directory – includes contact points for many reference labs
- LOINC and RELMA Complete Package
Chapter 3 –Â Human resources and expertise
- Some Star Wars jokes
- Search the LOINC Adopter Directory for the word “consult*”
Chapter 4 – Setup your tools
- Resources for Mac or Linux Users
- Apple’s Boot Camp
- Parallels
- VM Fusion
- VirtualBox (no cost, open source)
- LOINC Search App
- Sample Local Source File for Mapping
Chapter 5 – How to locate the right LOINC code
- The LOINC Essentials Framework:
- First things first (Component)
- Look beyond the test name
- What’s different?
Chapter 6 – Optimizing the mapping process with RELMA
- Background on development of the LOINC Top 2000
- The way deep details of Lucene query syntax
- List of UCUM expression for common units used in electronic lab reporting
- LOINC International Page – contains listing of LOINC language translations
Chapter 7 – Mapping local panels to LOINC panels
- LOINC tutorial on Panels, with a focus on patient assessment instruments
Chapter 8 – Sweet. You’re LOINCed. Now what?
- LOINC Premium Membership program, which offers the option for a Mapping Validity Check
- Meaningful Use and Laboratory Data Management: Getting to the Next Level – blog by Pam Banning with some tips on what to expect in your change management process.
- Join the LOINC mailing list
Chapter 9 – Help LOINC grow
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1.
Forrey AW, McDonald CJ, DeMoor G, Huff SM, Leavelle D, Leland D, et al. Logical observation identifier names and codes (LOINC) database: a public use set of codes and names for electronic reporting of clinical laboratory test results. Clin Chem [Internet]. 1996 Jan [cited 2010 Jul 28];42(1):81–90. Available from: http://www.ncbi.nlm.nih.gov/pubmed/8565239 Download
1.
Vreeman DJ, McDonald CJ. Automated mapping of local radiology terms to LOINC. AMIA Annu Symp Proc [Internet]. 2005 [cited 2010 Jul 28];769–73. Available from: http://www.ncbi.nlm.nih.gov/pubmed/16779144 Download
1.
Overhage JM. Presentation of the Morris F. Collen Award to Clement J. McDonald, MD. J Am Med Inform Assoc. 2005 Apr;12(2):241–4.
1.
McDonald CJ, Overhage JM, Barnes M, Schadow G, Blevins L, Dexter PR, et al. The Indiana network for patient care: a working local health information infrastructure. An example of a working infrastructure collaboration that links data from five health systems and hundreds of millions of entries. Health Aff (Millwood). 2005 Oct;24(5):1214–20.
1.
Vreeman DJ, McDonald CJ. A comparison of Intelligent Mapper and document similarity scores for mapping local radiology terms to LOINC. AMIA Annu Symp Proc [Internet]. 2006 [cited 2010 Jul 28];809–13. Available from: http://www.ncbi.nlm.nih.gov/pubmed/17238453 Download
1.
Vreeman DJ, Finnell JT, Overhage JM. A rationale for parsimonious laboratory term mapping by frequency. AMIA Annu Symp Proc [Internet]. 2007 [cited 2010 Jul 28];771–5. Available from: http://www.ncbi.nlm.nih.gov/pubmed/18693941
1.
Vreeman DJ, Stark M, Tomashefski GL, Phillips DR, Dexter PR. Embracing change in a health information exchange. AMIA Annu Symp Proc. 2008;768–72. Download
1.
Cormont S, Vandenbussche PY, Buemi A, Delahousse J, Lepage E, Charlet J. Implementation of a platform dedicated to the biomedical analysis terminologies management. AMIA Annu Symp Proc [Internet]. 2011 [cited 2012 Aug 19];2011:1418–27. Available from: http://www.ncbi.nlm.nih.gov/pubmed/22195205
1.
Vreeman DJ, Chiaravalloti MT, Hook J, McDonald CJ. Enabling international adoption of LOINC through translation. J Biomed Inform [Internet]. 2012 Aug [cited 2012 Aug 19];45(4):667–73. Available from: http://www.ncbi.nlm.nih.gov/pubmed/22285984
1.
Wu J, Finnell JT, Vreeman DJ. Evaluating Congruence Between Laboratory LOINC Value Sets for Quality Measures, Public Health Reporting, and Mapping Common Tests. AMIA Annu Symp Proc. 2013;2013:1525–32.
1.
Fidahussein M, Vreeman DJ. A corpus-based approach for automated LOINC mapping. J Am Med Inform Assoc. 2013 May 15; Download
1.
Dixon BE, Vreeman DJ, Grannis SJ. The Long Road to Semantic Interoperability in Support of Public Health: Experiences from Two States. J Biomed Inform. 2014 Mar 25; Download
1.
Vreeman DJ, Hook J, Dixon BE. Learning from the crowd while mapping to LOINC. J Am Med Inform Assoc. 2015 Nov;22(6):1205–11. Download
1.
Regenstrief Institute, Inc. RELMA Users’ Manual [Internet]. Regenstrief Institute, Inc.; 2015. Available from: http://loinc.org/downloads/files/RELMAManual.pdf
1.
McDonald CJ, Huff SM, Deckard J, Holck K, Abhyankar S, Vreeman DJ. Logical Observation Identifiers Names and Codes (LOINC®) Users’ Guide [Internet]. Regenstrief Institute, Inc.; 2015. Available from: http://loinc.org/downloads/files/LOINCManual.pdf Download