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Data Archive for the BRAIN Initiative (DABI)
Data sharing is becoming ubiquitous and can be advantageous for most biomedical research. However, some data are inherently more amenable to sharing than others. For example, human intracranial neurophysiology recordings and associated multimodal data have unique features that warrant special consid...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911697/ https://www.ncbi.nlm.nih.gov/pubmed/36759619 http://dx.doi.org/10.1038/s41597-023-01972-z |
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author | Duncan, Dominique Garner, Rachael Brinkerhoff, Sarah Walker, Harrison C. Pouratian, Nader Toga, Arthur W. |
author_facet | Duncan, Dominique Garner, Rachael Brinkerhoff, Sarah Walker, Harrison C. Pouratian, Nader Toga, Arthur W. |
author_sort | Duncan, Dominique |
collection | PubMed |
description | Data sharing is becoming ubiquitous and can be advantageous for most biomedical research. However, some data are inherently more amenable to sharing than others. For example, human intracranial neurophysiology recordings and associated multimodal data have unique features that warrant special considerations. The associated data are heterogeneous, difficult to compare, highly specific, and collected from small cohorts with treatment resistant conditions, posing additional complications when attempting to perform generalizable analyses across projects. We present the Data Archive for the BRAIN Initiative (DABI) and describe features of the platform that are designed to overcome these and other challenges. DABI is a data repository and portal for BRAIN Initiative projects that collect human and animal intracranial recordings, and it allows users to search, visualize, and analyze multimodal data from these projects. The data providers maintain full control of data sharing privileges and can organize and manage their data with a user-friendly and intuitive interface. We discuss data privacy and security concerns, example analyses from two DABI datasets, and future goals for DABI. |
format | Online Article Text |
id | pubmed-9911697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99116972023-02-11 Data Archive for the BRAIN Initiative (DABI) Duncan, Dominique Garner, Rachael Brinkerhoff, Sarah Walker, Harrison C. Pouratian, Nader Toga, Arthur W. Sci Data Article Data sharing is becoming ubiquitous and can be advantageous for most biomedical research. However, some data are inherently more amenable to sharing than others. For example, human intracranial neurophysiology recordings and associated multimodal data have unique features that warrant special considerations. The associated data are heterogeneous, difficult to compare, highly specific, and collected from small cohorts with treatment resistant conditions, posing additional complications when attempting to perform generalizable analyses across projects. We present the Data Archive for the BRAIN Initiative (DABI) and describe features of the platform that are designed to overcome these and other challenges. DABI is a data repository and portal for BRAIN Initiative projects that collect human and animal intracranial recordings, and it allows users to search, visualize, and analyze multimodal data from these projects. The data providers maintain full control of data sharing privileges and can organize and manage their data with a user-friendly and intuitive interface. We discuss data privacy and security concerns, example analyses from two DABI datasets, and future goals for DABI. Nature Publishing Group UK 2023-02-09 /pmc/articles/PMC9911697/ /pubmed/36759619 http://dx.doi.org/10.1038/s41597-023-01972-z Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Duncan, Dominique Garner, Rachael Brinkerhoff, Sarah Walker, Harrison C. Pouratian, Nader Toga, Arthur W. Data Archive for the BRAIN Initiative (DABI) |
title | Data Archive for the BRAIN Initiative (DABI) |
title_full | Data Archive for the BRAIN Initiative (DABI) |
title_fullStr | Data Archive for the BRAIN Initiative (DABI) |
title_full_unstemmed | Data Archive for the BRAIN Initiative (DABI) |
title_short | Data Archive for the BRAIN Initiative (DABI) |
title_sort | data archive for the brain initiative (dabi) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911697/ https://www.ncbi.nlm.nih.gov/pubmed/36759619 http://dx.doi.org/10.1038/s41597-023-01972-z |
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