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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...

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Autores principales: van Dijk, Hanneke, van Wingen, Guido, Denys, Damiaan, Olbrich, Sebastian, van Ruth, Rosalinde, Arns, Martijn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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.
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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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