Cargando…

Neuroscience Data Integration through Mediation: An (F)BIRN Case Study

We describe an application of the BIRN mediator to the integration of neuroscience experimental data sources. The BIRN mediator is a general purpose solution to the problem of providing integrated, semantically-consistent access to biomedical data from multiple, distributed, heterogeneous data sourc...

Descripción completa

Detalles Bibliográficos
Autores principales: Ashish, Naveen, Ambite, José Luis, Muslea, Maria, Turner, Jessica A.
Formato: Texto
Lenguaje:English
Publicado: Frontiers Research Foundation 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017358/
https://www.ncbi.nlm.nih.gov/pubmed/21228907
http://dx.doi.org/10.3389/fninf.2010.00118
_version_ 1782195901918347264
author Ashish, Naveen
Ambite, José Luis
Muslea, Maria
Turner, Jessica A.
author_facet Ashish, Naveen
Ambite, José Luis
Muslea, Maria
Turner, Jessica A.
author_sort Ashish, Naveen
collection PubMed
description We describe an application of the BIRN mediator to the integration of neuroscience experimental data sources. The BIRN mediator is a general purpose solution to the problem of providing integrated, semantically-consistent access to biomedical data from multiple, distributed, heterogeneous data sources. The system follows the mediation approach, where the data remains at the sources, providers maintain control of the data, and the integration system retrieves data from the sources in real-time in response to client queries. Our aim with this paper is to illustrate how domain-specific data integration applications can be developed quickly and in a principled way by using our general mediation technology. We describe in detail the integration of two leading, but radically different, experimental neuroscience sources, namely, the human imaging database, a relational database, and the eXtensible neuroimaging archive toolkit, an XML web services system. We discuss the steps, sources of complexity, effort, and time required to build such applications, as well as outline directions of ongoing and future research on biomedical data integration.
format Text
id pubmed-3017358
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher Frontiers Research Foundation
record_format MEDLINE/PubMed
spelling pubmed-30173582011-01-12 Neuroscience Data Integration through Mediation: An (F)BIRN Case Study Ashish, Naveen Ambite, José Luis Muslea, Maria Turner, Jessica A. Front Neuroinformatics Neuroscience We describe an application of the BIRN mediator to the integration of neuroscience experimental data sources. The BIRN mediator is a general purpose solution to the problem of providing integrated, semantically-consistent access to biomedical data from multiple, distributed, heterogeneous data sources. The system follows the mediation approach, where the data remains at the sources, providers maintain control of the data, and the integration system retrieves data from the sources in real-time in response to client queries. Our aim with this paper is to illustrate how domain-specific data integration applications can be developed quickly and in a principled way by using our general mediation technology. We describe in detail the integration of two leading, but radically different, experimental neuroscience sources, namely, the human imaging database, a relational database, and the eXtensible neuroimaging archive toolkit, an XML web services system. We discuss the steps, sources of complexity, effort, and time required to build such applications, as well as outline directions of ongoing and future research on biomedical data integration. Frontiers Research Foundation 2010-12-28 /pmc/articles/PMC3017358/ /pubmed/21228907 http://dx.doi.org/10.3389/fninf.2010.00118 Text en Copyright © 2010 Ashish, Ambite, Muslea and Turner. http://www.frontiersin.org/licenseagreement This is an open-access article subject to an exclusive license agreement between the authors and the Frontiers Research Foundation, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are credited.
spellingShingle Neuroscience
Ashish, Naveen
Ambite, José Luis
Muslea, Maria
Turner, Jessica A.
Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title_full Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title_fullStr Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title_full_unstemmed Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title_short Neuroscience Data Integration through Mediation: An (F)BIRN Case Study
title_sort neuroscience data integration through mediation: an (f)birn case study
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3017358/
https://www.ncbi.nlm.nih.gov/pubmed/21228907
http://dx.doi.org/10.3389/fninf.2010.00118
work_keys_str_mv AT ashishnaveen neurosciencedataintegrationthroughmediationanfbirncasestudy
AT ambitejoseluis neurosciencedataintegrationthroughmediationanfbirncasestudy
AT musleamaria neurosciencedataintegrationthroughmediationanfbirncasestudy
AT turnerjessicaa neurosciencedataintegrationthroughmediationanfbirncasestudy