semantic interoperability in health information exchange
DESCRIPTION
Presented at HIMSS14 Annual Conference & Exhibition, February 26, 2014, Orlando, FL. http://www.himssconference.org/Education/EventDetail.aspx?ItemNumber=25331 Meaningful Use certification requires several large vocabulary standards for representing clinical facts in health information exchange. This presents unique challenges for semantic interoperability such as information loss in translating from and to internal data dictionaries, semantic drift, dealing with legacy content (e.g., ICD-9) and clinical information reconciliation.TRANSCRIPT
Semantic Interoperability in Health Information Exchange
February 26, 2014
Tomasz Adamusiak MD PhD
DISCLAIMER: The views and opinions expressed in this presentation are those of the author and do not necessarily represent official policy or position of HIMSS.
Conflict of Interest Disclosure
Tomasz Adamusiak
Has no real or apparent conflicts of interest to report.
© 2014 HIMSS
Learning Objectives
1. Define vocabulary standards for MU 2
2. Define common MU Data Set
3. Identify challenges
4. Propose solutions
HISTORY OF PRESENT INQUIRY:
Mr. Smith is a 34-year old gentleman who presents at our branch to obtain a car loan secondary to growing maintenance costs of his current vehicle. He otherwise reports doing well. His past financial history is insignificant.
What is Interoperability?
• Semantic
Structural
Foundational
Increased availability for research and BI
http://www.himss.org/ValueSuite
Common MU
Data Set
Common MU
Data Set
Interoperability in care coordination 2014 Edition EHR Certification Criteria 45 CFR §170.314 (e)
C-CDA
Data portability
Create / transmit
transition of care / referral summaries
Clinical information
reconciliation e-Prescribing
Receive / transmit lab
result
Common MU
Data Set
Common MU
Data Set
Interoperability in patient engagement 2014 Edition EHR Criteria 45 CFR §170.314 (e)
Human readable /
C-CDA
View / download / transmit to 3rd party
Clinical summary
New topics in Meaningful Use Stage 3 recommendations
Patient-generated health data
Order tracking
Case reports Drug
adherence
Amendments Summaries for
consults & reports
HIT Policy: Meaningful Use Workgroup
http://www.healthit.gov/FACAS/sites/faca/files/MUWG_Stage3_14_Jan_28.docx
Consolidated CDA provides templates for care summaries
Medication Information
ManufacturedProduct
Medication Activity
SubstanceAdministration
Medication Supply Order
ManufacturedProduct
Immunization
SubstanceAdministration
By إبن البيطارown work - [Public domain], via Wikimedia Commons
Only structured information allowed in MU Transition of Care
<manufacturedProduct classCode="MANU">
<templateId root="2.16.840.1.113883.10.20.22.4.23"/>
<manufacturedMaterial>
<code code="310965"
codeSystem="2.16.840.1.113883.6.88"
codeSystemName="RxNorm"
displayName="Ibuprofen 200 MG Oral Tablet">
</code>
</manufacturedMaterial>
</manufacturedProduct>
Only structured information allowed in MU Transition of Care
<manufacturedProduct classCode="MANU">
<templateId root="2.16.840.1.113883.10.20.22.4.23"/>
<manufacturedMaterial>
<code code="310965"
codeSystem="2.16.840.1.113883.6.88"
codeSystemName="RxNorm"
displayName="Ibuprofen 200 MG Oral Tablet">
</code>
</manufacturedMaterial>
</manufacturedProduct>
Medication
Information
Template
RXCUI
Normalized
Drug Name
Common MU Data Set defines data requirements for ALL care summaries criteria
• Individual criteria might include data requirements that are specific or unique to that criterion
• Many different terminology standards
Common MU Data Set (1-5)
• 1. Patient name
– N/a
• 2. Sex
– N/a
• 3. Date of birth
– N/a
• 4. Race and 5. Ethnicity
– The Office of Management and Budget (OMB) Standards for Maintaining, Collecting, and Presenting Federal Data on Race and Ethnicity, Statistical Policy Directive No. 15, as revised, October 30, 1997
Combined format
(select one or more):
• American Indian or Alaska Native
• Asian
• Black or African American
• Hispanic or Latino
• Native Hawaiian or Other Pacific Islander
• White
Common MU Data Set (6-7)
6. Preferred language
– As specified by the Library of Congress, ISO 639-2 alpha-3 codes limited to those that also have a corresponding alpha-2 code in ISO 639-1
7. Smoking status
– Any of the following SNOMED CT codes:
– (1) Current every day smoker. 449868002
– (2) Current some day smoker. 428041000124106
– (3) Former smoker. 8517006
– (4) Never smoker. 266919005
– (5) Smoker, current status unknown. 77176002
– (6) Unknown if ever smoked. 266927001
– (7) Heavy tobacco smoker. 428071000124103
– (8) Light tobacco smoker. 428061000124105
Common MU Data Set (8-12)
8. Problems
– At a minimum, SNOMED CT International Release July 2012
and US Extension to SNOMED CT March 2012 Release
9. Medications
– RxNorm, August 6, 2012 Release
10. Medication allergies
– RxNorm, August 6, 2012 Release
11. Laboratory tests
– LOINC version 2.40
12. Laboratory values/results
– N/a
Immunizations
HL7 Standard Code Set
CVX Vaccines Administered
Common MU Data Set (13-16)
13. Vital signs (height, weight, BP, BMI)
– N/a
14. Care plan fields including goals and instructions
– N/a
15. Procedures
– At a minimum, SNOMED CT International Release, July 2012 with US Extension to SNOMED CT March 2012 or the combination of HCPCS and CPT-4
– Optional: CDT
– Optional: ICD-10-PCS
16. Care team members
– N/a
Not
ICD-10-CM
Be aware of these terminology challenges
Codes run out of room (ICD-9)
• 985 Toxic effect of other metals
– 985.0 Toxic effect of mercury and its compounds
– 985.1 Toxic effect of arsenic and its compounds
– 985.2 Toxic effect of manganese and its compounds
– 985.3 Toxic effect of beryllium and its compounds
– 985.4 Toxic effect of antimony and its compounds
– 985.5 Toxic effect of cadmium and its compounds
– 985.6 Toxic effect of chromium
– 985.8 Toxic effect of other specified metals
– 985.9 Toxic effect of unspecified metal
Brass fumes,
copper salts,
and iron and
nickel
compounds
High-quality, Standard, Controlled Healthcare Terminologies Come of Age, J. J. Cimino,
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3408886
Limited hierarchy (ICD-9)
• 010-018.99 TUBERCULOSIS
– …
– …
• 137 Late effects of tuberculosis
– …
• 647.3 Tuberculosis complicating pregnancy childbirth or the puerperium
– …
High-quality, Standard, Controlled Healthcare Terminologies Come of Age, J. J. Cimino,
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3408886
Semantic drift (evolution of usage) in multi-year data (ICD-9)
– 664.14 Other immediate postpartum hemorrhage, postpartum condition or complication 666.14
• 1995
– 664.14 Second-degree perineal laceration, postpartum condition or complication
– 785.59 Other shock without mention of trauma
• 2003
– 785.51 Cardiogenic shock
High-quality, Standard, Controlled Healthcare Terminologies Come of Age, J. J. Cimino,
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3408886
New term
New name
In pursuit of a single language
Pieter Brueghel the Elder (1526/1530–1569) [Public domain], via Wikimedia Commons
Integrating terminologies with Unified Medical Language System
Donald A.B. Lindberg, M.D
Clinical
Terminologies
UMLS
Exanthema C0015230
UMLS
rash NOS
ICD-10:R21
Cutaneous eruption
SCT:112625008
Eruption
SCT:1806006
Exanthema C0015230
Cutaneous eruption
SCT:112625008
UMLS
rash NOS
ICD-10:R21
Eruption
SCT:1806006
Practical exploration of UMLS annotated data https://clinminer.hmgc.mcw.edu user: himssdemo password: himssdemo
This image by Tomasz Adamusiak is licensed under a CC BY 3.0 US license
ClinMiner is a non-commercial, prototype solution
For more information see: EHR-based phenome wide association study in pancreatic cancer.
Adamusiak T, Shimoyama M, AMIA Summits Transl Sci Proc. 2014 (in press)
SNOMED CT as likely alternative interface terminology
• Active collaboration between IHTSDO and Regenstrief (LOINC) http://www.ihtsdo.org/about-ihtsdo/governance-and-advisory/harmonization/loinc
• Integration with ICD-11 http://www.ncbi.nlm.nih.gov/pubmed/23920573
Semantic interoperability
knowing more about your patient population
http://www.himss.org/ValueSuite
Thank You!
Tomasz Adamusiak MD PhD
Human and Molecular Genetics Center
Medical College of Wisconsin
@7omasz
Sources
HIMSS Definition of Interoperability http://www.himss.org/library/interoperability-standards/what-is?navItemNumber=17333
Implementing Consolidated-Clinical Document Architecture (C-CDA) for Meaningful Use Stage 2 http://www.healthit.gov/sites/default/files/c-cda_and_meaningfulusecertification.pdf
Consolidated CDA, HL7 Implementation Guide for CDA® Release 2: IHE Health Story Consolidation, http://www.hl7.org/implement/standards/product_brief.cfm?product_id=258
Medicare and Medicaid Programs; Electronic Health Record Incentive Program—Stage 2, 42 CFR Parts 412, 413, and 495, Federal Register/ Vol. 77, No. 171 http://www.gpo.gov/fdsys/pkg/FR-2012-09-04/pdf/2012-21050.pdf
Health Information Technology: Standards, Implementation Specifications, and Certification Criteria for Electronic Health Record Technology, 2014 Edition; Revisions to the Permanent Certification Program for Health Information Technology, 45 CFR Part 170, Federal Register/ Vol. 77, No. 171 http://www.gpo.gov/fdsys/pkg/FR-2012-09-04/pdf/2012-20982.pdf