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Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database

Managing vast datasets collected throughout multiple clinical imaging communities has become critical with the ever increasing and diverse nature of datasets. Development of data management infrastructure is further complicated by technical and experimental advances that drive modifications to exist...

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Autores principales: Ozyurt, I. Burak, Keator, David B., Wei, Dingying, Fennema-Notestine, Christine, Pease, Karen R., Bockholt, Jeremy, Grethe, Jeffrey S.
Formato: Texto
Lenguaje:English
Publicado: Humana Press Inc 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2974931/
https://www.ncbi.nlm.nih.gov/pubmed/20567938
http://dx.doi.org/10.1007/s12021-010-9078-6
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author Ozyurt, I. Burak
Keator, David B.
Wei, Dingying
Fennema-Notestine, Christine
Pease, Karen R.
Bockholt, Jeremy
Grethe, Jeffrey S.
author_facet Ozyurt, I. Burak
Keator, David B.
Wei, Dingying
Fennema-Notestine, Christine
Pease, Karen R.
Bockholt, Jeremy
Grethe, Jeffrey S.
author_sort Ozyurt, I. Burak
collection PubMed
description Managing vast datasets collected throughout multiple clinical imaging communities has become critical with the ever increasing and diverse nature of datasets. Development of data management infrastructure is further complicated by technical and experimental advances that drive modifications to existing protocols and acquisition of new types of research data to be incorporated into existing data management systems. In this paper, an extensible data management system for clinical neuroimaging studies is introduced: The Human Clinical Imaging Database (HID) and Toolkit. The database schema is constructed to support the storage of new data types without changes to the underlying schema. The complex infrastructure allows management of experiment data, such as image protocol and behavioral task parameters, as well as subject-specific data, including demographics, clinical assessments, and behavioral task performance metrics. Of significant interest, embedded clinical data entry and management tools enhance both consistency of data reporting and automatic entry of data into the database. The Clinical Assessment Layout Manager (CALM) allows users to create on-line data entry forms for use within and across sites, through which data is pulled into the underlying database via the generic clinical assessment management engine (GAME). Importantly, the system is designed to operate in a distributed environment, serving both human users and client applications in a service-oriented manner. Querying capabilities use a built-in multi-database parallel query builder/result combiner, allowing web-accessible queries within and across multiple federated databases. The system along with its documentation is open-source and available from the Neuroimaging Informatics Tools and Resource Clearinghouse (NITRC) site.
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spelling pubmed-29749312010-11-29 Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database Ozyurt, I. Burak Keator, David B. Wei, Dingying Fennema-Notestine, Christine Pease, Karen R. Bockholt, Jeremy Grethe, Jeffrey S. Neuroinformatics Article Managing vast datasets collected throughout multiple clinical imaging communities has become critical with the ever increasing and diverse nature of datasets. Development of data management infrastructure is further complicated by technical and experimental advances that drive modifications to existing protocols and acquisition of new types of research data to be incorporated into existing data management systems. In this paper, an extensible data management system for clinical neuroimaging studies is introduced: The Human Clinical Imaging Database (HID) and Toolkit. The database schema is constructed to support the storage of new data types without changes to the underlying schema. The complex infrastructure allows management of experiment data, such as image protocol and behavioral task parameters, as well as subject-specific data, including demographics, clinical assessments, and behavioral task performance metrics. Of significant interest, embedded clinical data entry and management tools enhance both consistency of data reporting and automatic entry of data into the database. The Clinical Assessment Layout Manager (CALM) allows users to create on-line data entry forms for use within and across sites, through which data is pulled into the underlying database via the generic clinical assessment management engine (GAME). Importantly, the system is designed to operate in a distributed environment, serving both human users and client applications in a service-oriented manner. Querying capabilities use a built-in multi-database parallel query builder/result combiner, allowing web-accessible queries within and across multiple federated databases. The system along with its documentation is open-source and available from the Neuroimaging Informatics Tools and Resource Clearinghouse (NITRC) site. Humana Press Inc 2010-06-22 2010 /pmc/articles/PMC2974931/ /pubmed/20567938 http://dx.doi.org/10.1007/s12021-010-9078-6 Text en © The Author(s) 2010 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited.
spellingShingle Article
Ozyurt, I. Burak
Keator, David B.
Wei, Dingying
Fennema-Notestine, Christine
Pease, Karen R.
Bockholt, Jeremy
Grethe, Jeffrey S.
Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title_full Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title_fullStr Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title_full_unstemmed Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title_short Federated Web-accessible Clinical Data Management within an Extensible NeuroImaging Database
title_sort federated web-accessible clinical data management within an extensible neuroimaging database
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2974931/
https://www.ncbi.nlm.nih.gov/pubmed/20567938
http://dx.doi.org/10.1007/s12021-010-9078-6
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