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The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database
In neuroscience, electroencephalography (EEG) data is often used to extract features (biomarkers) to identify neurological or psychiatric dysfunction or to predict treatment response. At the same time neuroscience is becoming more data-driven, made possible by computational advances. In support of b...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198070/ https://www.ncbi.nlm.nih.gov/pubmed/35701407 http://dx.doi.org/10.1038/s41597-022-01409-z |
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author | van Dijk, Hanneke van Wingen, Guido Denys, Damiaan Olbrich, Sebastian van Ruth, Rosalinde Arns, Martijn |
author_facet | van Dijk, Hanneke van Wingen, Guido Denys, Damiaan Olbrich, Sebastian van Ruth, Rosalinde Arns, Martijn |
author_sort | van Dijk, Hanneke |
collection | PubMed |
description | In neuroscience, electroencephalography (EEG) data is often used to extract features (biomarkers) to identify neurological or psychiatric dysfunction or to predict treatment response. At the same time neuroscience is becoming more data-driven, made possible by computational advances. In support of biomarker development and methodologies such as training Artificial Intelligent (AI) networks we present the extensive Two Decades-Brainclinics Research Archive for Insights in Neurophysiology (TDBRAIN) EEG database. This clinical lifespan database (5–89 years) contains resting-state, raw EEG-data complemented with relevant clinical and demographic data of a heterogenous collection of 1274 psychiatric patients collected between 2001 to 2021. Main indications included are Major Depressive Disorder (MDD; N = 426), attention deficit hyperactivity disorder (ADHD; N = 271), Subjective Memory Complaints (SMC: N = 119) and obsessive-compulsive disorder (OCD; N = 75). Demographic-, personality- and day of measurement data are included in the database. Thirty percent of clinical and treatment outcome data will remain blinded for prospective validation and replication purposes. The TDBRAIN database and code are available on the Brainclinics Foundation website at www.brainclinics.com/resources and on Synapse at www.synapse.org/TDBRAIN. |
format | Online Article Text |
id | pubmed-9198070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91980702022-06-16 The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database van Dijk, Hanneke van Wingen, Guido Denys, Damiaan Olbrich, Sebastian van Ruth, Rosalinde Arns, Martijn Sci Data Data Descriptor In neuroscience, electroencephalography (EEG) data is often used to extract features (biomarkers) to identify neurological or psychiatric dysfunction or to predict treatment response. At the same time neuroscience is becoming more data-driven, made possible by computational advances. In support of biomarker development and methodologies such as training Artificial Intelligent (AI) networks we present the extensive Two Decades-Brainclinics Research Archive for Insights in Neurophysiology (TDBRAIN) EEG database. This clinical lifespan database (5–89 years) contains resting-state, raw EEG-data complemented with relevant clinical and demographic data of a heterogenous collection of 1274 psychiatric patients collected between 2001 to 2021. Main indications included are Major Depressive Disorder (MDD; N = 426), attention deficit hyperactivity disorder (ADHD; N = 271), Subjective Memory Complaints (SMC: N = 119) and obsessive-compulsive disorder (OCD; N = 75). Demographic-, personality- and day of measurement data are included in the database. Thirty percent of clinical and treatment outcome data will remain blinded for prospective validation and replication purposes. The TDBRAIN database and code are available on the Brainclinics Foundation website at www.brainclinics.com/resources and on Synapse at www.synapse.org/TDBRAIN. Nature Publishing Group UK 2022-06-14 /pmc/articles/PMC9198070/ /pubmed/35701407 http://dx.doi.org/10.1038/s41597-022-01409-z Text en © The Author(s) 2022 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 | Data Descriptor van Dijk, Hanneke van Wingen, Guido Denys, Damiaan Olbrich, Sebastian van Ruth, Rosalinde Arns, Martijn The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title | The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title_full | The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title_fullStr | The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title_full_unstemmed | The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title_short | The two decades brainclinics research archive for insights in neurophysiology (TDBRAIN) database |
title_sort | two decades brainclinics research archive for insights in neurophysiology (tdbrain) database |
topic | Data Descriptor |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9198070/ https://www.ncbi.nlm.nih.gov/pubmed/35701407 http://dx.doi.org/10.1038/s41597-022-01409-z |
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