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Diagnostic and therapeutic utility of neuroimaging in depression: an overview

A growing number of studies have used neuroimaging to further our understanding of how brain structure and function are altered in major depression. More recently, these techniques have begun to show promise for the diagnosis and treatment of depression, both as aids to conventional methods and as m...

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Autores principales: Wise, Toby, Cleare, Anthony J, Herane, Andrés, Young, Allan H, Arnone, Danilo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove Medical Press 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4149389/
https://www.ncbi.nlm.nih.gov/pubmed/25187715
http://dx.doi.org/10.2147/NDT.S50156
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author Wise, Toby
Cleare, Anthony J
Herane, Andrés
Young, Allan H
Arnone, Danilo
author_facet Wise, Toby
Cleare, Anthony J
Herane, Andrés
Young, Allan H
Arnone, Danilo
author_sort Wise, Toby
collection PubMed
description A growing number of studies have used neuroimaging to further our understanding of how brain structure and function are altered in major depression. More recently, these techniques have begun to show promise for the diagnosis and treatment of depression, both as aids to conventional methods and as methods in their own right. In this review, we describe recent neuroimaging findings in the field that might aid diagnosis and improve treatment accuracy. Overall, major depression is associated with numerous structural and functional differences in neural systems involved in emotion processing and mood regulation. Furthermore, several studies have shown that the structure and function of these systems is changed by pharmacological and psychological treatments of the condition and that these changes in candidate brain regions might predict clinical response. More recently, “machine learning” methods have used neuroimaging data to categorize individual patients according to their diagnostic status and predict treatment response. Despite being mostly limited to group-level comparisons at present, with the introduction of new methods and more naturalistic studies, neuroimaging has the potential to become part of the clinical armamentarium and may improve diagnostic accuracy and inform treatment choice at the patient level.
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spelling pubmed-41493892014-09-03 Diagnostic and therapeutic utility of neuroimaging in depression: an overview Wise, Toby Cleare, Anthony J Herane, Andrés Young, Allan H Arnone, Danilo Neuropsychiatr Dis Treat Review A growing number of studies have used neuroimaging to further our understanding of how brain structure and function are altered in major depression. More recently, these techniques have begun to show promise for the diagnosis and treatment of depression, both as aids to conventional methods and as methods in their own right. In this review, we describe recent neuroimaging findings in the field that might aid diagnosis and improve treatment accuracy. Overall, major depression is associated with numerous structural and functional differences in neural systems involved in emotion processing and mood regulation. Furthermore, several studies have shown that the structure and function of these systems is changed by pharmacological and psychological treatments of the condition and that these changes in candidate brain regions might predict clinical response. More recently, “machine learning” methods have used neuroimaging data to categorize individual patients according to their diagnostic status and predict treatment response. Despite being mostly limited to group-level comparisons at present, with the introduction of new methods and more naturalistic studies, neuroimaging has the potential to become part of the clinical armamentarium and may improve diagnostic accuracy and inform treatment choice at the patient level. Dove Medical Press 2014-08-19 /pmc/articles/PMC4149389/ /pubmed/25187715 http://dx.doi.org/10.2147/NDT.S50156 Text en © 2014 Wise et al. This work is published by Dove Medical Press Limited, and licensed under Creative Commons Attribution – Non Commercial (unported, v3.0) License The full terms of the License are available at http://creativecommons.org/licenses/by-nc/3.0/. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed.
spellingShingle Review
Wise, Toby
Cleare, Anthony J
Herane, Andrés
Young, Allan H
Arnone, Danilo
Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title_full Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title_fullStr Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title_full_unstemmed Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title_short Diagnostic and therapeutic utility of neuroimaging in depression: an overview
title_sort diagnostic and therapeutic utility of neuroimaging in depression: an overview
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4149389/
https://www.ncbi.nlm.nih.gov/pubmed/25187715
http://dx.doi.org/10.2147/NDT.S50156
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