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Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder

Computational modeling of functional brain networks in fMRI data has advanced the understanding of higher cognitive function. It is hypothesized that functional networks mediating higher cognitive processes are disrupted in people with schizophrenia. In this article, we review studies that applied m...

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Autores principales: Dauvermann, Maria R., Whalley, Heather C., Schmidt, André, Lee, Graham L., Romaniuk, Liana, Roberts, Neil, Johnstone, Eve C., Lawrie, Stephen M., Moorhead, Thomas W. J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3971172/
https://www.ncbi.nlm.nih.gov/pubmed/24723894
http://dx.doi.org/10.3389/fpsyt.2014.00030
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author Dauvermann, Maria R.
Whalley, Heather C.
Schmidt, André
Lee, Graham L.
Romaniuk, Liana
Roberts, Neil
Johnstone, Eve C.
Lawrie, Stephen M.
Moorhead, Thomas W. J.
author_facet Dauvermann, Maria R.
Whalley, Heather C.
Schmidt, André
Lee, Graham L.
Romaniuk, Liana
Roberts, Neil
Johnstone, Eve C.
Lawrie, Stephen M.
Moorhead, Thomas W. J.
author_sort Dauvermann, Maria R.
collection PubMed
description Computational modeling of functional brain networks in fMRI data has advanced the understanding of higher cognitive function. It is hypothesized that functional networks mediating higher cognitive processes are disrupted in people with schizophrenia. In this article, we review studies that applied measures of functional and effective connectivity to fMRI data during cognitive tasks, in particular working memory fMRI studies. We provide a conceptual summary of the main findings in fMRI data and their relationship with neurotransmitter systems, which are known to be altered in individuals with schizophrenia. We consider possible developments in computational neuropsychiatry, which are likely to further our understanding of how key functional networks are altered in schizophrenia.
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spelling pubmed-39711722014-04-10 Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder Dauvermann, Maria R. Whalley, Heather C. Schmidt, André Lee, Graham L. Romaniuk, Liana Roberts, Neil Johnstone, Eve C. Lawrie, Stephen M. Moorhead, Thomas W. J. Front Psychiatry Psychiatry Computational modeling of functional brain networks in fMRI data has advanced the understanding of higher cognitive function. It is hypothesized that functional networks mediating higher cognitive processes are disrupted in people with schizophrenia. In this article, we review studies that applied measures of functional and effective connectivity to fMRI data during cognitive tasks, in particular working memory fMRI studies. We provide a conceptual summary of the main findings in fMRI data and their relationship with neurotransmitter systems, which are known to be altered in individuals with schizophrenia. We consider possible developments in computational neuropsychiatry, which are likely to further our understanding of how key functional networks are altered in schizophrenia. Frontiers Media S.A. 2014-03-25 /pmc/articles/PMC3971172/ /pubmed/24723894 http://dx.doi.org/10.3389/fpsyt.2014.00030 Text en Copyright © 2014 Dauvermann, Whalley, Schmidt, Lee, Romaniuk, Roberts, Johnstone, Lawrie and Moorhead. http://creativecommons.org/licenses/by/3.0/ 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) or licensor 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 Psychiatry
Dauvermann, Maria R.
Whalley, Heather C.
Schmidt, André
Lee, Graham L.
Romaniuk, Liana
Roberts, Neil
Johnstone, Eve C.
Lawrie, Stephen M.
Moorhead, Thomas W. J.
Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title_full Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title_fullStr Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title_full_unstemmed Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title_short Computational Neuropsychiatry – Schizophrenia as a Cognitive Brain Network Disorder
title_sort computational neuropsychiatry – schizophrenia as a cognitive brain network disorder
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3971172/
https://www.ncbi.nlm.nih.gov/pubmed/24723894
http://dx.doi.org/10.3389/fpsyt.2014.00030
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