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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...
Autores principales: | , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Humana Press Inc
2010
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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. |
format | Text |
id | pubmed-2974931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Humana Press Inc |
record_format | MEDLINE/PubMed |
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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