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caBIG Vocabulary and Common Data Elements Workspace

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Public Health Workspace. Public Health. Provider reporting ... Domain specific. Hierarchical classes. Java API. Build the Ontology. Infectious disease ontology ... – PowerPoint PPT presentation

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Title: caBIG Vocabulary and Common Data Elements Workspace


1
caBIG Vocabulary and Common Data Elements
Workspace
  • UC Davis Cancer Center
  • UC Davis Medical Informatics

2
Clinical Workspace
  • Clinical care
  • Medical record data
  • Laboratory information
  • Image acquisition, display and storage
  • Adverse event reporting
  • Genetic counseling
  • Genetic testing

3
Research Workspace
  • Research
  • Clinical trials records
  • Tumor registry
  • Protocol linking
  • Gene expression studies
  • Biomarkers
  • Cancer animal models
  • Anatomy
  • Study data
  • Genomic data
  • Therapeutics

4
Public Health Workspace
  • Public Health
  • Provider reporting
  • Cancer registries
  • Population Co-morbidity
  • GIS
  • Death registries

5
Interoperability Layers
Semantic model
Vocabulary
OSI Network Model
8 Semantic
Data exchange
7 Application
Medical Informatics
6 Presentation
Data encoding
5 Session
Security
4 Transport
Information Technology
3 Network
Communication
2 Data Link
1 Physical
Concept for slide from Ted Klein and Tim Morris
6
Patient Care
Clinical Care Data
Clinical Lab Data
LOINC
SNOMED
RxNORM
Integration Hub
Central Terminology Server
Pathology Lab Data
Imaging Data
DICOM
SNOMED
7
Cancer Research
Clinical Care Data
Clinical Lab Data
LOINC
SNOMED
RxNORM
Clinical Research Data
Laboratory Research Data
Integration Hub
Central Terminology Server
Pathology Lab Data
Imaging Data
DICOM
SNOMED
8
NCI Centric Components
Public Health Data
Analysis Engine
Patient Care Data
Integration Hub
Central Terminology Server
Clinician Registry
GIS Engine
Clinical Research Data
9
Vocabulary
Central Terminology Server
  • HL7 V3 messaging is complex
  • Byproduct of semantic necessity
  • A library of post coordinated terms is essential
  • Vocabulary mapping has not reached this level of
    detail yet
  • Example
  • mild postoperative lymphedema of leg

10
HL7 Coded Data
- ltObservationgt   ltid root"10.23.4573.90009" /gt
  ltcode code"39154008" codeSystem"2.16.840.1.11
3883.6.96" codeSystemName"SNOMED CT"
codeSystemVersion"0307core" displayName"clinical
diagnosis" /gt - ltvalue xsitype"CD"
code"403385000" codeSystem"2.16.840.1.113883.6.5
" codeSystemName"SNOMED" displayNamelymphedema
of leg"gt - ltoriginalTextgt mild postoperative
lymphedema of leglt/originalTextgt - ltqualifiergt  
ltname code"246112005" codeSystem"2.16.840.1.1138
83.6.96" codeSystemName"SNOMED CT"
codeSystemVersion"0307core" displayNameseverity
" /gt   ltvalue code"255604002"
codeSystem"2.16.840.1.113883.6.96"
codeSystemName"SNOMED CT" codeSystemVersion"0307
core" displayNamemild" /gt   lt/qualifiergt -
ltqualifiergt   ltname code"116684007"
codeSystem"2.16.840.1.113883.6.96"
codeSystemName"SNOMED CT" codeSystemVersion"0307
core" displayNamehas time aspect" /gt   ltvalue
code"262061000" codeSystem"2.16.840.1.113883.6.9
6" codeSystemName"SNOMED CT" codeSystemVersion"0
307core" displayNamepostoperative" /gt  
lt/qualifiergt - lt/Observationgt
11
Protégé Tool
Open Source Distributed Authoring Multiple
Plugins Domain specific Hierarchical classes Java
API
12
Build the Ontology
  • Infectious disease ontology
  • Co-authored with the CDC
  • Implemented in CA
  • Coupled with Algernon rule-based inference system

13
Jterm Terminology Server
Open Source Java API TQL language optimized for
terminologies
14
HL7 CTS 1.0
Defines an API For HL7 V3 Software
applications To access terminology Services Messag
e API Vocabulary API
15
Source
  • Build term list
  • NCI Thesaurus
  • NLP with POS of clinical documents
  • Mapping to NCVHS/CHI approved standard
    vocabularies
  • Expand the standard vocabularies as needed
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