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SNOMED CT and deployment in the UK

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Title: SNOMED CT and deployment in the UK


1
SNOMED CT and deployment in the UK
  • Ian Arrowsmith, UKTC Chief Terminologist
  • Andrew Sunley UKTC Business Manager
  • July 2008

2
Structure of session
  • Part 1
  • Introduction to SNOMED CT
  • History of coding
  • SNOMED CT structure and content
  • Benefits/uses
  • Part 2
  • UK Terminology Centre and SNOMED CT
  • Structure and organisation
  • UK tailoring of SNOMED CT

3
Part 1
  • History of coding.

4
London Bills of Mortalityevery Thursday from
1603 until the 1830s
5
Aggregated Statistics 1665
6
Manchester MercuryJanuary 1st 1754
  • Executed 18
  • Found Dead 34
  • Frighted 2
  • Kill'd by falls and other accidents 55
  • Kill'd themselves 36
  • Murdered 3
  • Overlaid 40
  • Poisoned 1
  • Scalded 5
  • Smothered 1
  • Stabbed 1
  • Starved 7
  • Suffocated 5

Aged 1456 Consumption 3915 Convulsion
5977 Dropsy 794 Fevers 2292 Smallpox 774 Teeth
961 Bit by mad dogs 3 Broken Limbs 5 Bruised
5 Burnt 9 Drowned 86 Excessive Drinking 15
List of diseases casualties this year 19276
burials 15444 christenings Deaths by centile
7
Quotation
  • I am fain to sum up with an urgent appeal for
    adopting some uniform system of publishing the
    statistical records of hospitals. There is a
    growing conviction that in all hospitals, even in
    those which are best conducted, there is a great
    and unnecessary waste of life In attempting to
    arrive at the truth, I have applied everywhere
    for information, but in scarcely an instance have
    I been able to obtain hospital records fit for
    any purposes of comparison If wisely used,
    these improved statistics would tell us more of
    the relative value of particular operations and
    modes of treatment than we have means of
    ascertaining at present.

8
Florence Nightingale
  • Defined 3 Outcome groups (1856)
  • Relieved
  • Not Relieved
  • Died

Notes on Hospitals, London Longman, Green,
Roberts, Longman and Green 1863
9
Dr William Farr 1855
  • Developed the International Listing of Causes of
    Death
  • Adopted by World Health Organisation (WHO) in
    1948
  • Evolved into the International Statistical
    Classification of Diseases (ICD)

10
Contemporary history (origins of SNOMED CT)
  • College of American Pathologists
  • SNOMED 2 (1979) (Most widely adopted version in
    pathology systems worldwide)
  • SNOMED 3 International (1993)
  • SNOMED RT Reference Terminology (2000)
  • United Kingdom National Health Service??Read
    Codes 4-byte (1984)
  • Read Codes 2 5-byte (1988)
  • Clinical Terms version 3 CTV3 (Read Codes)
    (1999)
  • SNOMED CT represents a true confluence
  • All codes in SNOMED RT and CTV3 are included

11
SNOMED CT
12
Introduction
  • Systematized Nomenclature of Medicine
  • SNOMED CT- Clinical Terms
  • Developed by NHS and the College of American
    Pathologists (CAP)
  • Merges the content of the NHSs Clinical Terms
    Version 3 (The Read Codes) with CAPs SNOMED
    Reference Terminology (SNOMED RT)
  • Demo and quiz

13
SNOMED CT overview
  • Comprehensive clinical terminology that is used
    to
  • Code
  • Retrieve, and
  • Analyze clinical data
  • Comprises of
  • Concepts
  • Terms
  • Relationships
  • All necessary to precisely represent clinical
    information across the scope of health care.

14
What is a clinical terminology
  • A terminology
  • A structured collection of terms
  • A clinical terminology
  • A terminology consisting of terms used in health
    health care
  • In SNOMED CT.
  • Terms attached to concept codes with multiple
    terms per code
  • structured according to logic-based
    representation of meanings

15
Basic Elements of SNOMED CT
  • Concepts
  • The basic units of SNOMED CT
  • Descriptions
  • These relate terms that name the concepts to the
    concepts themselves. Each concept has at least
    two Descriptions
  • Hierarchies
  • Concepts are organized into twenty SNOMED CT
    hierarchies (in UK extension). Each hierarchy has
    sub-hierarchies within it
  • Relationships
  • Relationships are the connections between
    concepts in SNOMED CT
  • Other components
  • Subsets
  • Extensions
  • Mappings

16
Concepts
  • Represent distinct clinical meanings
  • Identified by a unique numeric identifier
    (Concept ID) that never changes and a unique
    human readable name (Fully Specified Name)
  • Associated with each concept is a set of
    relationships (the logical definition) and a
    set of names or terms
  • Differing levels of granularity
  • There are currently around 400,000 terms in
    SNOMED CT

17
Concept codes
  • One code per meaning, one meaning per code
  • Strings of digits, length 6 to18 (most commonly 8
    or 9 digits)
  • 22298006 means myocardial infarction (MI)
  • 399211009 means past history of MI
  • Codes vs Concepts vs Real things
  • Concepts are in peoples heads
  • Codes are in the terminology
  • The codes refer to real things in the real world

18
Descriptions
  • Concept descriptions relate the terms or names of
    a SNOMED CT concept to the concept itself.
  • Term in this context means a phrase used to
    name a concept.
  • Each of these descriptions has a unique
    Description ID, but all of these descriptions are
    associated with a single concept (and a single
    Concept ID).
  • Descriptions are an important interface property
    because they give end users the flexibility to
    use terms that they are familiar with.
  • The Concept ID ties terms with the same meaning
    together to aid consistent interpretation and
    retrieval.

19
Description types
  • Preferred Term
  • The most common word or phrase used by clinicians
    to name a concept
  • Fully Specified Name
  • Provides an unambiguous way to name a concept
  • Synonyms
  • The rest of the names that may be used for a
    concept

20
Example of components
  • Some of the descriptions associated with
    ConceptID 22298006
  • Fully Specified Name Myocardial infarction
    (disorder)
  • DescriptionID 751689013
  • Preferred term Myocardial infarction
  • DescriptionID 37436014
  • Synonym Cardiac infarction
  • DescriptionID 37442013
  • Synonym Heart attack
  • DescriptionID 37443015
  • Synonym Infarction of heart
  • DescriptionID 37441018

21
SNOMED CT is large
  • 283,000 Active concept codes
  • 732,000 Active terms (descriptions)
  • 923,000 Active defining relationships
  • If you spent 1 minute examining each description,
  • Working 40 hrs/week (2400 minutes/week), it would
    take 305 weeks (6 years) to examine all the
    active descriptions
  • Scale is a major issue in development, use and
    maintenance

22
Demo Clue Browser
  • Think of a term.

23
Words and meaning
  • Its not what you say, its what you mean
  • The meanings of words and phrases change
  • In context
  • Between places
  • Between disciplines and specialties
  • Between different times

24
The problem with words and meaning
  • Does the leg mean the same as the lower limb?
  • Thats what the average person assumes
  • Health professionals also often use the word
    leg in this way
  • But medical dictionaries take a different view
  • Stedmans the segment of the inferior limb
    between the knee and the ankle
  • Dorlands that section of the lower limb
    between the knee and ankle
  • Ordinary dictionaries recognise both meanings

Some formal definitions conflict with ordinary
usage
25
Use of English in context
  • Dressing (oneself)
  • Dressing (e.g. a bandage)
  • Dressing (assisting the person to dress)
  • Dressing (of wound)
  • Dressing (observable entity) parent personal
    care activity
  • Dressing, device (physical object)
  • Dressing patient (procedure)
  • Dressing of wound (procedure)

26
Top-level hierarchies (October 2007)
27
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33
Exercise - Hierarchies
  • Hierarchy
  • Clinical Finding
  • Procedure
  • Observable Entity
  • Body Structure
  • Organism
  • Substance
  • Specimen
  • Physical Object
  • Physical Force
  • Events
  • Example
  • Gravity
  • Dust
  • Entire Liver
  • Clean Catch Urine
  • Pneumonia
  • Prosthesis
  • Motor Vehicle Accident
  • Biopsy of Lung
  • Tumour Size
  • Felis Silvestris (cat)

34
Relationships
  • The connections between concepts, several types
  • Definitional
  • necessarily true about the concept
  • Relationships characterise concepts and give them
    their meaning
  • The list of relationships for a particular
    concept makes up the logical definition of that
    concept
  • Hierarchies constructed by Is_A relationships
  • Qualifiers may be added to specialize the
    concept
  • Historical provides a pointer to current
    concepts from retired
  • Additional allows non-definitional information
    to be distributed

35
IS-A relationships
  • SNOMED CTs hierarchies consist entirely of IS-A
    relationships
  • IS-A relationships in the Inflammatory disorder
    hierarchy
  • Lumbar discitis IS-A Discitis
  • Discitis IS-A Arthritis
  • Arthritis IS-A Inflammatory disorder
  • Inflammatory disorder IS-A Disease
  • Some concepts have more than one IS-A
    relationship. These concepts have parent concepts
    in more than one hierarchy
  • Lumbar discitis IS-A Discitis
  • Lumbar discitis IS-A Disorder of back

36
Procedure
IS_A
Procedure on lymph node
IS_A
Biopsy of lymph node
IS_A
Surgical biopsy of lymph node
IS_A
Excisional biopsy of lymph node
37
SNOMED CT Concept
Disease
Disease of respiratory system
Infectious disease
Disease of lung
Pneumonia
Infective pneumonia
Bacterial infectious disease
Bacterial pneumonia
38
Exercise - relationships
  • Is a, Part of, Precedes, Follows

39
Answers
40
Attribute Relationships
  • Characterise and specify concepts
  • An example of an attribute is FINDING-SITE, which
    is used to further specify Disease concepts

e.g. part of the logical definition of the
concept Pneumonia in SNOMED CT is Concept
Pneumonia Attribute FINDING-SITE Value of
attribute Lung structure
41
Attribute Relationships
IS A ...
IS A ...
finding site
ATTRIBUTE
lower limbstructure
IS A ...
IS A ...
finding site
ATTRIBUTE
42
Pre and post coordination
  • Pre-coordination is complete enumeration of
    clinical notion within release (single code)
  • Eg acute pneumococcal bronchitis
  • Post-coordination is user selected combination of
    concepts post-release (multiple codes and
    according to rules)
  • Eg bronchitis course acute causative agent
    Streptococcus pneumoniae
  • Both alternatives must be equivalent

43
Motivation for post-coordination
  • Desirable characteristic size
  • Completeness of coverage by Concepts
  • Completeness of coverage by potential to
    represent concepts (as post-coordinated
    Expressions)
  • Editorial/design principles
  • Elective economy of distributed data, e.g.
  • Laterality
  • Severity

44
Post coordination rules
  • Only certain types of concepts can be combined
  • Must not permit
  • vibration white finger
  • 64572001 disease (disorder)
  • 33679000vibration
  • 371251000white
  • 7569003finger
  • It does not compute as 234034005 vibration white
    finger (disorder)
  • - a secondary form of Raynaud's disease, an
    industrial injury triggered by continuous use of
    vibrating hand-held machinery

45
Clue browser demo 2
  • Defining attributes and qualifiers
  • Cholecystectomy (procedure)
  • Acute pneumococcal bronchitis (finding)

46
Additional components features
  • Cross Maps
  • Subsets
  • Extensions

47
Cross Maps
  • Cross mapping involves linking SNOMED CT to other
    terminologies
  • Each cross map has a direction, either from
    SNOMED to the other, or vice versa.
  • Archetypal crossmap is from SNOMED to ICD 10
  • Usual use case for ICD
  • I have a record. It needs to be assigned the
    right code.
  • NOS and NEC are meaningful and necessary
  • Usual use case for SNOMED
  • I have a patient. I can document all that is
    relevant, and my EHR will attach codes to much of
    it (not all).
  • NOS and NEC are meaningless

48
Subsets
  • A collection of terminology, selected and
    grouped for a particular purpose
  • May be composed of anything from a single
    component to the entire set of concepts,
    descriptions or relationships
  • Commonly needed for
  • Data quality improvement
  • Message field validation
  • Simplified data entry and retrieval
  • Elimination of noise

49
Extensions
  • SNOMED CT Identifiers allow for a part of the
    code to identify a Namespace
  • A namespace is controlled by an organization
    other than IHTSDO eg Nation (UK)
  • Extensions should add content that is not
    required in the international release,
    realm-specific content
  • Multnomah County (Oregon) jail cell number
  • Leave granted under the Mental Health Act 1983
    (England and Wales)

50
UK extensions
  • UK clinical and admin extension
  • UK drug extension (dmd)
  • Regional extensions
  • Supplier extensions

51
Uses and benefits of SNOMED CT
52
What does it do?
  • Nothing, it just sits there
  • ..until incorporated into software systems
  • Really
  • It enables semantic interoperability (when
    implemented in an electronic health record)
  • Supports implementation of electronic health
    records
  • Decision support systems
  • Makes records systematically maintainable,
    sharable

53
Uses of SNOMED CT
  • Representation of health information
  • Indexing retrieval of health information
    generally
  • Recording health care of individuals with
    fidelity to the clinical situation
  • Record retrieval analysis based on meaning
  • Important for decision support applications
  • More specific examples
  • Public health reporting infectious diseases,
    cancer, biosurveillance
  • Reminders and alerts for preventive care

54
Why is SNOMED CT relevant in the NHS
  • SNOMED CT is an enabler for
  • Cross Boundary Care
  • Regional
  • National
  • International
  • Consistent retrieval and analysis

55
Making SNOMED Usable
  • Requires design and selection of usable
    components
  • Requires hiding some of the complexity from the
    users
  • Requires software that enables the users to
    accomplish their goals

56
Where do the codes go in a record
  • Statements in EHRs
  • Electronic health record is made up of a series
    of statements
  • Codes are the values for fields/slots in the
    information model
  • Codes from the terminology fill in some or all of
    the statement body
  • Information model determines the fields/slots
    available
  • Coordination required to avoid gaps overlaps
    between terminology model and the information
    model

57
Electronic Healthcare Records
  • SNOMED CT must be used in electronic healthcare
    applications
  • Needed in conjunction with other standards
  • Is not plug and play
  • Most clinicians should neither know nor care
  • How many digits are in a concept identifier
  • How many concepts are in SNOMED CT
  • How descriptions and relationships are tied to
    concepts

58
What clinicians care about is.
  • Clinical records they use meet their needs
  • Record system components that work together
    reliably
  • Being able to easily express the information they
    wish to enter in a patient record
  • Being able to retrieve information to support
    delivery of care or for secondary uses with a
    minimum of extra effort
  • David Markwell, Chair of former SNOMED CT Concept
    Model Working Group

59
Benefits of an Electronic Health Record
  • Reduced storage costs
  • Can be accessed from many places
  • Can be transferred quickly
  • It is legible

60
Benefits of a Structured Record
  • Can display logical progression of clinical data
  • Can retrieve clinical data based on situation or
    author
  • Allows clinical data items to be transmitted
    longitudinally through a patients record

61
Benefits of using a Controlled Clinical
Vocabulary
  • Point of care uses-
  • The ability to search records for clinical
    information
  • Identification of patients who match a given set
    of criteria
  • Provision of decision support
  • Aggregation uses-
  • Public health monitoring
  • Outcomes analysis
  • Performance analysis

62
Benefits of using SNOMED CT
  • Provides a consistent terminology across all care
    domains
  • Allows precise recording of clinical information
  • Has an inherent structure/model
  • Is a developing international standard

63
Is SNOMED CT Perfect?
  • The man who makes no mistakes does not usually
    make anything.
  • E J Phelps (1822 - 1900)
  • so SNOMED CT is not perfect
  • The goal is fitness for purpose not perfection

64
Agenda Part 2
  • SNOMED CT in an International Context
  • Governance
  • Licensing
  • Product Distribution
  • Useful Links

65
IHTSDO Vision
The IHTSDO seeks to improve the health of
humankind generally by owning, distributing,
operating and developing suitable health
terminology products.   This improvement is to
be achieved through the sharing of more accurate
clinical and related health information, allowing
the implementation of semantically accurate
health records that are interoperable. Support to
Association Members and Licensees is to be
provided on a global basis allowing the pooling
of resources to achieve shared benefits.
66
IHTSDO in Context
Australia, Canada (English), Denmark, Lithuania,
The Netherlands, New Zealand, Sweden, United
Kingdom, United States
Healthcare Users
Term Submissions License fees
Members
International Edition Guidance
No-cost licensing (in member jurisdictions)
IHTSDO
Services
WHO, HL7, Loinc, ISO, CEN
College of American Pathologists
Fees
Harmonisation Collaboration
Requests Fees
Other SDOs
Affiliates
Licenses
67
Service Layers
Australia, Canada (English), Denmark, Lithuania,
The Netherlands, New Zealand, Sweden, United
Kingdom, United States
Users
Members
IHTSDO
Software Suppliers, LSPs, Trusts, Work Programmes
68
IHTSDO Governance
69
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70
Member United Kingdom
71
Role of a NPMC
Suppliers Embed/use codes within systems
design and interface messages
  • National Admin codes (NACS)
  • ICD/OPCS
  • Read Codes
  • NHS Data Dictionary
  • Spine Directory Service (SDS)
  • dmd
  • SNOMED CT
  • National Product Management Centre
  • Governance,
  • Creation,
  • Maintenance,
  • Distribution
  • Guidance

Systems deployed
Users feedback to suppliers any problems
Suppliers verify if problem is with their
systems or codes need changing?
Via LSP/NPfIT helpdesks
72
UKTC Context
ETP, SCR, PDS, CB, NMEPfIT, SPfIT, LPfIT
Term Submissions License fees Governance input
IHTSDO
Work Programmes
Requests
International Edition Guidance
Terms Subsets Advice
Education
UKTC
Clinical Community
Advice Governance
Requests
UK SNOMED CT edition Terms Subsets Advice
Suppliers
Harmonisation Integration
Other Standards
HL7, openEHR, ICD10, OPCS, Data Dictionary, DMD
73
UKTC Governance
England, Northern Ireland, Scotland, Wales
UKTC Governance Board
UKTC Management Team
Implementation Forum
Combined Committee
Projects
Projects
74
UKTC obligations to IHTSDO
  • Manage product within its territory
  • Liaise with Association
  • Licensing and Distribution
  • QA and conformance with Association standards
  • Issues tracking
  • Change control
  • Monitoring IP (products, trademarks, etc)

75
UKTC Governance Board
  • 1 x representative (England, Scotland, Ireland,
    Wales)
  • Head of UKTC
  • Chief Terminologist
  • Chief Technology Officer
  • Chief Quality Assurance Officer
  • Board appointees
  • General Assembly Rep chair
  • IHTSDO management rep, when needed
  • Two other appointees, at board discretion

76
UKTC Governance Board responsibilities
  • Assure compliance with IHTSDO Articles
  • Agree and approve services of UKTC
  • Business plan
  • Policies
  • Licensing
  • Financing
  • Additional products and services
  • Forums
  • Ensure UK issues addressed through IHTSDO

77
Timetabling
  • IHTSDO Committee Meetings approx Quarterly face
    to face and interims via Teleconference
  • Quarterly UK Governance Board meets
  • Implementation Forum meets bi-monthly
  • UKTC Combined Committee Meeting T.B.C.

78
UKTC Services
  • Development/Maintenance
  • Technical Infrastructure
  • Implementation
  • Planning
  • Resourcing
  • Working groups
  • Committees
  • Knowledge management
  • Documentation
  • Web
  • Training
  • Legal
  • Liaison with IHTSDO
  • Secure collaboration

79
UKTC Development Maintenance
  • Licensing
  • Authoring of SNOMED, Read, etc
  • Cross mapping
  • Clinical subsets for areas of national
    significance
  • Home Countries
  • Internationalisation (IHTSDO)
  • Help Desk datastandards_at_nhs.net

80
UKTC Technical Infrastructure
  • Authoring Mapping
  • Quality Assurance
  • Publication
  • Distribution (TRUD)
  • Tooling (subsets, browsers, etc)
  • Web presence

81
UKTC - Implementation
  • Design guidance and compliance
  • Deployment roadmap
  • Technical consultancy
  • Data migration
  • Single contact datastandards_at_nhs.net
  • Education and Training

82
UKTC is hosted by Data Standards Products
DSP
Data Dictionary
Interoperability Specifications
Terminology Centre
Consulting
Messaging Clinical Content Technical
SNOMED CT Read OPCS ICD10 DMD Cross
Maps Technical
Assurance Harmonisation Strategy
83
Data Standards and Products in the National
Programme
DSP provide a broad range of services to all
development programmes in the National Programme
for IT, and to the NHS in General
Development Programmes
ETP
CB
PBR
SUS
SCR
Content Modelling (CEN13606, openEHR)
Data Dictionary (UML, Commissioning Data Sets)
Data Standards And Products
Messaging (HL7 V3, CDA)
Terminologies and Classifications (SNOMED CT,
Read, ICD10, OPCS)
84
DSP Mission
To develop, maintain and support a comprehensive
range of clinically-related data standards that
effectively support healthcare within the NHS in
an integrated and holistic manner, facilitating
the delivery of a full longitudinal healthcare
record for patients that can support a diverse
set of secondary uses.
85
How will SNOMED CT become the terminology
standard for the NHS
  • Interoperability specifications
  • MIM
  • Content Models
  • Data Dictionary
  • Formal standards - ISB
  • Supplier Adoption and Contracts
  • Education and Advice
  • Implementation Forum
  • Training Programme

86
Licensing
  • Core /or UK extension release - no charge
  • Access to all UK derivatives and extensions
    e.g. Diagnostic imaging
  • Electronic registration/acceptance/distribution

87
Licensing Model
  • .

88
National Products combined Release
  • National admin Codes (NACS)
  • ICD / OPCS
  • Read codes/ Read Drugs
  • NHS Data Dictionary
  • Spine Directory Service (SDS)
  • dm d
  • SNOMED CT (UK Edition)
  • Bi annual Release Cycle
  • April
  • October
  • Core Jan/July

89
SNOMED CT UK Edition
  • SNOMED CT Core
  • UK Extension Clinical Drugs
  • Concepts, Descriptions, Relationships
  • Cross maps ICD, OPCS
  • Subsets
  • Developers Toolkit
  • Documentation Release Overview, TRG , TIG,
    User Guide

90
Subsets - Approach
  • Central supervision/overview
  • Delegation/devolution of responsibility
  • Dissemination of best practice
  • Non-duplication of effort
  • Provision of appropriate
  • Tools
  • Processes
  • Resources
  • Training

91
http//termrequest.connectingforhealth.nhs.uk/regi
stry/subset/
92
Subset ApproachOn-going management
  • Must be in line with release cycle
  • Local subsets
  • Managed locally
  • National externally managed subsets
  • Managed by owner/creator or representative body
    e.g. subsets to support MiM
  • National formal subsets
  • Formal management to address nature and dynamism
  • Formal processes and structures
  • Appropriate stakeholders
  • ISB approval

93
Challenges Release Timeline
  • Synchronisation with SNOMED CT Core
  • 10 working day lead time for release go live
  • Synchronisation of all Release components
  • Read Codes/ Read Drugs
  • Cross maps insufficient time to map new core
    concepts
  • Subsets involvement of owner review body small
    window of opportunity

94
Terminology Reference-data Update Distribution -
TRUD
  • Electronic distribution
  • Improved security
  • Defined relative responsibilities
  • Agreed service levels
  • Acknowledged delivery
  • Facility for out of cycle/ad hoc releases
  • Exception handling

95
Benefits
  • Replace media distribution
  • Licensing model built into the TRUD Application
  • Better communication with organisations
  • Better reporting, such as download stats
  • Central location for all DSP terminology
    distribution

96
Current Main Distributions
  • Launched June 28th 2007
  • Live distribution of Combined Bi-annual Release
  • Monthly dmd (and bonus files) releases
  • Monthly READ Drugs release
  • Weekly PPD dmd release
  • SDS (NACS) Quarterly releases

97
Future Distributions
  • Planned
  • ICD10/OPCS4 Currently Jan 2009
  • Possible
  • Data Dictionary
  • CUI Abbreviations manager
  • MIM Messaging Implementation Manual

98
TRUD - Numbers
  • Media distribution figures at the last media
    release
  • TRUD DVD 20
  • SDS(NACS) 780 (half nhs half non nhs)
  • READ 500, READ Browser 1550
  • SNOMED 450
  • OPCS ICD - 500

99
https//www.uktcregistration.nss.cfh.nhs.uk/trud/
100
TRUD - Usability
101
Summary
  • SNOMED CT in an International Context
  • Governance
  • Licensing
  • UK Product Distribution
  • Useful Links

102
http//www.connectingforhealth.nhs.uk/systemsandse
rvices/data
103
Further SNOMED Information
  • www.ihtsdo.org
  • http//www.connectingforhealth.nhs.uk/systemsandse
    rvices/data
  • Help Desk datastandards_at_nhs.net
  • https//www.uktcregistration.nss.cfh.nhs.uk/trud/
  • http//termrequest.connectingforhealth.nhs.uk/regi
    stry/subset/

104
Questions
  • ????
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