Cargando…

A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2

BACKGROUND: Standards and technical specifications have been developed to define how the information contained in Electronic Health Records (EHRs) should be structured, semantically described, and communicated. Current trends rely on differentiating the representation of data instances from the defi...

Descripción completa

Detalles Bibliográficos
Autores principales: Boussadi, Abdelali, Zapletal, Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557515/
https://www.ncbi.nlm.nih.gov/pubmed/28806953
http://dx.doi.org/10.1186/s12911-017-0513-6
_version_ 1783257220274716672
author Boussadi, Abdelali
Zapletal, Eric
author_facet Boussadi, Abdelali
Zapletal, Eric
author_sort Boussadi, Abdelali
collection PubMed
description BACKGROUND: Standards and technical specifications have been developed to define how the information contained in Electronic Health Records (EHRs) should be structured, semantically described, and communicated. Current trends rely on differentiating the representation of data instances from the definition of clinical information models. The dual model approach, which combines a reference model (RM) and a clinical information model (CIM), sets in practice this software design pattern. The most recent initiative, proposed by HL7, is called Fast Health Interoperability Resources (FHIR). The aim of our study was to investigate the feasibility of applying the FHIR standard to modeling and exposing EHR data of the Georges Pompidou European Hospital (HEGP) integrating biology and the bedside (i2b2) clinical data warehouse (CDW). RESULTS: We implemented a FHIR server over i2b2 to expose EHR data in relation with five FHIR resources: DiagnosisReport, MedicationOrder, Patient, Encounter, and Medication. The architecture of the server combines a Data Access Object design pattern and FHIR resource providers, implemented using the Java HAPI FHIR API. Two types of queries were tested: query type #1 requests the server to display DiagnosticReport resources, for which the diagnosis code is equal to a given ICD-10 code. A total of 80 DiagnosticReport resources, corresponding to 36 patients, were displayed. Query type #2, requests the server to display MedicationOrder, for which the FHIR Medication identification code is equal to a given code expressed in a French coding system. A total of 503 MedicationOrder resources, corresponding to 290 patients, were displayed. Results were validated by manually comparing the results of each request to the results displayed by an ad-hoc SQL query. CONCLUSION: We showed the feasibility of implementing a Java layer over the i2b2 database model to expose data of the CDW as a set of FHIR resources. An important part of this work was the structural and semantic mapping between the i2b2 model and the FHIR RM. To accomplish this, developers must manually browse the specifications of the FHIR standard. Our source code is freely available and can be adapted for use in other i2b2 sites.
format Online
Article
Text
id pubmed-5557515
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-55575152017-08-16 A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2 Boussadi, Abdelali Zapletal, Eric BMC Med Inform Decis Mak Software BACKGROUND: Standards and technical specifications have been developed to define how the information contained in Electronic Health Records (EHRs) should be structured, semantically described, and communicated. Current trends rely on differentiating the representation of data instances from the definition of clinical information models. The dual model approach, which combines a reference model (RM) and a clinical information model (CIM), sets in practice this software design pattern. The most recent initiative, proposed by HL7, is called Fast Health Interoperability Resources (FHIR). The aim of our study was to investigate the feasibility of applying the FHIR standard to modeling and exposing EHR data of the Georges Pompidou European Hospital (HEGP) integrating biology and the bedside (i2b2) clinical data warehouse (CDW). RESULTS: We implemented a FHIR server over i2b2 to expose EHR data in relation with five FHIR resources: DiagnosisReport, MedicationOrder, Patient, Encounter, and Medication. The architecture of the server combines a Data Access Object design pattern and FHIR resource providers, implemented using the Java HAPI FHIR API. Two types of queries were tested: query type #1 requests the server to display DiagnosticReport resources, for which the diagnosis code is equal to a given ICD-10 code. A total of 80 DiagnosticReport resources, corresponding to 36 patients, were displayed. Query type #2, requests the server to display MedicationOrder, for which the FHIR Medication identification code is equal to a given code expressed in a French coding system. A total of 503 MedicationOrder resources, corresponding to 290 patients, were displayed. Results were validated by manually comparing the results of each request to the results displayed by an ad-hoc SQL query. CONCLUSION: We showed the feasibility of implementing a Java layer over the i2b2 database model to expose data of the CDW as a set of FHIR resources. An important part of this work was the structural and semantic mapping between the i2b2 model and the FHIR RM. To accomplish this, developers must manually browse the specifications of the FHIR standard. Our source code is freely available and can be adapted for use in other i2b2 sites. BioMed Central 2017-08-14 /pmc/articles/PMC5557515/ /pubmed/28806953 http://dx.doi.org/10.1186/s12911-017-0513-6 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Boussadi, Abdelali
Zapletal, Eric
A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title_full A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title_fullStr A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title_full_unstemmed A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title_short A Fast Healthcare Interoperability Resources (FHIR) layer implemented over i2b2
title_sort fast healthcare interoperability resources (fhir) layer implemented over i2b2
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5557515/
https://www.ncbi.nlm.nih.gov/pubmed/28806953
http://dx.doi.org/10.1186/s12911-017-0513-6
work_keys_str_mv AT boussadiabdelali afasthealthcareinteroperabilityresourcesfhirlayerimplementedoveri2b2
AT zapletaleric afasthealthcareinteroperabilityresourcesfhirlayerimplementedoveri2b2
AT boussadiabdelali fasthealthcareinteroperabilityresourcesfhirlayerimplementedoveri2b2
AT zapletaleric fasthealthcareinteroperabilityresourcesfhirlayerimplementedoveri2b2