Developing A Semantic Web-based Framework for Executing the Clinical Quality Language Using FHIR

Guoqian Jiang, Eric Prud’Hommeaux, Guohui Xiao, Harold Solbrig

Research output: Contribution to journalConference article

Abstract

The Clinical Quality Language (CQL) is a HL7 specification, aiming to provide a human-readable language to define clinical quality measures and decision support rules while it makes logic expressions independent of any specific data model (e.g., Quality Data Model, HL7 Fast Healthcare Interoperability Resources – FHIR). FHIR adopts RDF as its third representation/interchange format in addition to XML and JSON, and uses the Shape Expressions (ShEx) schema to standardize and validate the FHIR RDF graphs. In this presentation, we propose a Semantic Web-based framework that enables the execution of CQL using the FHIR RDF technologies. The framework comprises the following four modules: 1) a CQL-to-SPARQL transformation module; 2) a value set service module; 3) a FHIR RDF transformation module; and 4) a ShEx-based data validation module. We implemented a prototype to demonstrate the utility of the framework and discussed the challenges and ongoing tasks.

Original languageEnglish (US)
JournalCEUR Workshop Proceedings
Volume2042
StatePublished - Jan 1 2017
Externally publishedYes
Event10th International Conference on Semantic Web Applications and Tools for Health Care and Life Sciences, SWAT4LS 2017 - Rome, Italy
Duration: Dec 4 2017Dec 7 2017

Fingerprint

Semantic Web
Data structures
Interchanges
Interoperability
XML
Specifications

Keywords

  • Clinical Quality Language
  • FHIR
  • RDF.

ASJC Scopus subject areas

  • Computer Science(all)

Cite this

Developing A Semantic Web-based Framework for Executing the Clinical Quality Language Using FHIR. / Jiang, Guoqian; Prud’Hommeaux, Eric; Xiao, Guohui; Solbrig, Harold.

In: CEUR Workshop Proceedings, Vol. 2042, 01.01.2017.

Research output: Contribution to journalConference article

@article{8e7e449857f64df98be3c5fb22efff89,
title = "Developing A Semantic Web-based Framework for Executing the Clinical Quality Language Using FHIR",
abstract = "The Clinical Quality Language (CQL) is a HL7 specification, aiming to provide a human-readable language to define clinical quality measures and decision support rules while it makes logic expressions independent of any specific data model (e.g., Quality Data Model, HL7 Fast Healthcare Interoperability Resources – FHIR). FHIR adopts RDF as its third representation/interchange format in addition to XML and JSON, and uses the Shape Expressions (ShEx) schema to standardize and validate the FHIR RDF graphs. In this presentation, we propose a Semantic Web-based framework that enables the execution of CQL using the FHIR RDF technologies. The framework comprises the following four modules: 1) a CQL-to-SPARQL transformation module; 2) a value set service module; 3) a FHIR RDF transformation module; and 4) a ShEx-based data validation module. We implemented a prototype to demonstrate the utility of the framework and discussed the challenges and ongoing tasks.",
keywords = "Clinical Quality Language, FHIR, RDF.",
author = "Guoqian Jiang and Eric Prud’Hommeaux and Guohui Xiao and Harold Solbrig",
year = "2017",
month = "1",
day = "1",
language = "English (US)",
volume = "2042",
journal = "CEUR Workshop Proceedings",
issn = "1613-0073",
publisher = "CEUR-WS",

}

TY - JOUR

T1 - Developing A Semantic Web-based Framework for Executing the Clinical Quality Language Using FHIR

AU - Jiang, Guoqian

AU - Prud’Hommeaux, Eric

AU - Xiao, Guohui

AU - Solbrig, Harold

PY - 2017/1/1

Y1 - 2017/1/1

N2 - The Clinical Quality Language (CQL) is a HL7 specification, aiming to provide a human-readable language to define clinical quality measures and decision support rules while it makes logic expressions independent of any specific data model (e.g., Quality Data Model, HL7 Fast Healthcare Interoperability Resources – FHIR). FHIR adopts RDF as its third representation/interchange format in addition to XML and JSON, and uses the Shape Expressions (ShEx) schema to standardize and validate the FHIR RDF graphs. In this presentation, we propose a Semantic Web-based framework that enables the execution of CQL using the FHIR RDF technologies. The framework comprises the following four modules: 1) a CQL-to-SPARQL transformation module; 2) a value set service module; 3) a FHIR RDF transformation module; and 4) a ShEx-based data validation module. We implemented a prototype to demonstrate the utility of the framework and discussed the challenges and ongoing tasks.

AB - The Clinical Quality Language (CQL) is a HL7 specification, aiming to provide a human-readable language to define clinical quality measures and decision support rules while it makes logic expressions independent of any specific data model (e.g., Quality Data Model, HL7 Fast Healthcare Interoperability Resources – FHIR). FHIR adopts RDF as its third representation/interchange format in addition to XML and JSON, and uses the Shape Expressions (ShEx) schema to standardize and validate the FHIR RDF graphs. In this presentation, we propose a Semantic Web-based framework that enables the execution of CQL using the FHIR RDF technologies. The framework comprises the following four modules: 1) a CQL-to-SPARQL transformation module; 2) a value set service module; 3) a FHIR RDF transformation module; and 4) a ShEx-based data validation module. We implemented a prototype to demonstrate the utility of the framework and discussed the challenges and ongoing tasks.

KW - Clinical Quality Language

KW - FHIR

KW - RDF.

UR - http://www.scopus.com/inward/record.url?scp=85041466009&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85041466009&partnerID=8YFLogxK

M3 - Conference article

AN - SCOPUS:85041466009

VL - 2042

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

SN - 1613-0073

ER -