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Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data
Historically, research databases have existed in isolation with no practical avenue for sharing or pooling medical data into high dimensional datasets that can be efficiently compared across databases. To address this challenge, the Ontario Brain Institute’s “Brain-CODE” is a large-scale neuroinform...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974337/ https://www.ncbi.nlm.nih.gov/pubmed/29875648 http://dx.doi.org/10.3389/fninf.2018.00028 |
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author | Vaccarino, Anthony L. Dharsee, Moyez Strother, Stephen Aldridge, Don Arnott, Stephen R. Behan, Brendan Dafnas, Costas Dong, Fan Edgecombe, Kenneth El-Badrawi, Rachad El-Emam, Khaled Gee, Tom Evans, Susan G. Javadi, Mojib Jeanson, Francis Lefaivre, Shannon Lutz, Kristen MacPhee, F. Chris Mikkelsen, Jordan Mikkelsen, Tom Mirotchnick, Nicholas Schmah, Tanya Studzinski, Christa M. Stuss, Donald T. Theriault, Elizabeth Evans, Kenneth R. |
author_facet | Vaccarino, Anthony L. Dharsee, Moyez Strother, Stephen Aldridge, Don Arnott, Stephen R. Behan, Brendan Dafnas, Costas Dong, Fan Edgecombe, Kenneth El-Badrawi, Rachad El-Emam, Khaled Gee, Tom Evans, Susan G. Javadi, Mojib Jeanson, Francis Lefaivre, Shannon Lutz, Kristen MacPhee, F. Chris Mikkelsen, Jordan Mikkelsen, Tom Mirotchnick, Nicholas Schmah, Tanya Studzinski, Christa M. Stuss, Donald T. Theriault, Elizabeth Evans, Kenneth R. |
author_sort | Vaccarino, Anthony L. |
collection | PubMed |
description | Historically, research databases have existed in isolation with no practical avenue for sharing or pooling medical data into high dimensional datasets that can be efficiently compared across databases. To address this challenge, the Ontario Brain Institute’s “Brain-CODE” is a large-scale neuroinformatics platform designed to support the collection, storage, federation, sharing and analysis of different data types across several brain disorders, as a means to understand common underlying causes of brain dysfunction and develop novel approaches to treatment. By providing researchers access to aggregated datasets that they otherwise could not obtain independently, Brain-CODE incentivizes data sharing and collaboration and facilitates analyses both within and across disorders and across a wide array of data types, including clinical, neuroimaging and molecular. The Brain-CODE system architecture provides the technical capabilities to support (1) consolidated data management to securely capture, monitor and curate data, (2) privacy and security best-practices, and (3) interoperable and extensible systems that support harmonization, integration, and query across diverse data modalities and linkages to external data sources. Brain-CODE currently supports collaborative research networks focused on various brain conditions, including neurodevelopmental disorders, cerebral palsy, neurodegenerative diseases, epilepsy and mood disorders. These programs are generating large volumes of data that are integrated within Brain-CODE to support scientific inquiry and analytics across multiple brain disorders and modalities. By providing access to very large datasets on patients with different brain disorders and enabling linkages to provincial, national and international databases, Brain-CODE will help to generate new hypotheses about the biological bases of brain disorders, and ultimately promote new discoveries to improve patient care. |
format | Online Article Text |
id | pubmed-5974337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-59743372018-06-06 Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data Vaccarino, Anthony L. Dharsee, Moyez Strother, Stephen Aldridge, Don Arnott, Stephen R. Behan, Brendan Dafnas, Costas Dong, Fan Edgecombe, Kenneth El-Badrawi, Rachad El-Emam, Khaled Gee, Tom Evans, Susan G. Javadi, Mojib Jeanson, Francis Lefaivre, Shannon Lutz, Kristen MacPhee, F. Chris Mikkelsen, Jordan Mikkelsen, Tom Mirotchnick, Nicholas Schmah, Tanya Studzinski, Christa M. Stuss, Donald T. Theriault, Elizabeth Evans, Kenneth R. Front Neuroinform Neuroscience Historically, research databases have existed in isolation with no practical avenue for sharing or pooling medical data into high dimensional datasets that can be efficiently compared across databases. To address this challenge, the Ontario Brain Institute’s “Brain-CODE” is a large-scale neuroinformatics platform designed to support the collection, storage, federation, sharing and analysis of different data types across several brain disorders, as a means to understand common underlying causes of brain dysfunction and develop novel approaches to treatment. By providing researchers access to aggregated datasets that they otherwise could not obtain independently, Brain-CODE incentivizes data sharing and collaboration and facilitates analyses both within and across disorders and across a wide array of data types, including clinical, neuroimaging and molecular. The Brain-CODE system architecture provides the technical capabilities to support (1) consolidated data management to securely capture, monitor and curate data, (2) privacy and security best-practices, and (3) interoperable and extensible systems that support harmonization, integration, and query across diverse data modalities and linkages to external data sources. Brain-CODE currently supports collaborative research networks focused on various brain conditions, including neurodevelopmental disorders, cerebral palsy, neurodegenerative diseases, epilepsy and mood disorders. These programs are generating large volumes of data that are integrated within Brain-CODE to support scientific inquiry and analytics across multiple brain disorders and modalities. By providing access to very large datasets on patients with different brain disorders and enabling linkages to provincial, national and international databases, Brain-CODE will help to generate new hypotheses about the biological bases of brain disorders, and ultimately promote new discoveries to improve patient care. Frontiers Media S.A. 2018-05-23 /pmc/articles/PMC5974337/ /pubmed/29875648 http://dx.doi.org/10.3389/fninf.2018.00028 Text en Copyright © 2018 Vaccarino, Dharsee, Strother, Aldridge, Arnott, Behan, Dafnas, Dong, Edgecombe, El-Badrawi, El-Emam, Gee, Evans, Javadi, Jeanson, Lefaivre, Lutz, MacPhee, Mikkelsen, Mikkelsen, Mirotchnick, Schmah, Studzinski, Stuss, Theriault and Evans. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Vaccarino, Anthony L. Dharsee, Moyez Strother, Stephen Aldridge, Don Arnott, Stephen R. Behan, Brendan Dafnas, Costas Dong, Fan Edgecombe, Kenneth El-Badrawi, Rachad El-Emam, Khaled Gee, Tom Evans, Susan G. Javadi, Mojib Jeanson, Francis Lefaivre, Shannon Lutz, Kristen MacPhee, F. Chris Mikkelsen, Jordan Mikkelsen, Tom Mirotchnick, Nicholas Schmah, Tanya Studzinski, Christa M. Stuss, Donald T. Theriault, Elizabeth Evans, Kenneth R. Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title | Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title_full | Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title_fullStr | Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title_full_unstemmed | Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title_short | Brain-CODE: A Secure Neuroinformatics Platform for Management, Federation, Sharing and Analysis of Multi-Dimensional Neuroscience Data |
title_sort | brain-code: a secure neuroinformatics platform for management, federation, sharing and analysis of multi-dimensional neuroscience data |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5974337/ https://www.ncbi.nlm.nih.gov/pubmed/29875648 http://dx.doi.org/10.3389/fninf.2018.00028 |
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