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A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder

Obsessive-compulsive disorder (OCD) is a common mental disease, which can exist as a separate disease or become one of the symptoms of other mental diseases. With the development of society, statistically, the incidence rate of obsessive-compulsive disorder has been increasing year by year. At prese...

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Detalles Bibliográficos
Autores principales: Li, Xuanyi, Kang, Qiang, Gu, Hanxing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646310/
https://www.ncbi.nlm.nih.gov/pubmed/38021236
http://dx.doi.org/10.3389/fnhum.2023.1280512
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author Li, Xuanyi
Kang, Qiang
Gu, Hanxing
author_facet Li, Xuanyi
Kang, Qiang
Gu, Hanxing
author_sort Li, Xuanyi
collection PubMed
description Obsessive-compulsive disorder (OCD) is a common mental disease, which can exist as a separate disease or become one of the symptoms of other mental diseases. With the development of society, statistically, the incidence rate of obsessive-compulsive disorder has been increasing year by year. At present, in the diagnosis and treatment of OCD, The clinical performance of patients measured by scales is no longer the only quantitative indicator. Clinical workers and researchers are committed to using neuroimaging to explore the relationship between changes in patient neurological function and obsessive-compulsive disorder. Through machine learning and artificial learning, medical information in neuroimaging can be better displayed. In this article, we discuss recent advancements in artificial intelligence related to neuroimaging in the context of Obsessive-Compulsive Disorder.
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spelling pubmed-106463102023-01-01 A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder Li, Xuanyi Kang, Qiang Gu, Hanxing Front Hum Neurosci Human Neuroscience Obsessive-compulsive disorder (OCD) is a common mental disease, which can exist as a separate disease or become one of the symptoms of other mental diseases. With the development of society, statistically, the incidence rate of obsessive-compulsive disorder has been increasing year by year. At present, in the diagnosis and treatment of OCD, The clinical performance of patients measured by scales is no longer the only quantitative indicator. Clinical workers and researchers are committed to using neuroimaging to explore the relationship between changes in patient neurological function and obsessive-compulsive disorder. Through machine learning and artificial learning, medical information in neuroimaging can be better displayed. In this article, we discuss recent advancements in artificial intelligence related to neuroimaging in the context of Obsessive-Compulsive Disorder. Frontiers Media S.A. 2023-11-01 /pmc/articles/PMC10646310/ /pubmed/38021236 http://dx.doi.org/10.3389/fnhum.2023.1280512 Text en Copyright © 2023 Li, Kang and Gu. https://creativecommons.org/licenses/by/4.0/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) and the copyright owner(s) 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 Human Neuroscience
Li, Xuanyi
Kang, Qiang
Gu, Hanxing
A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title_full A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title_fullStr A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title_full_unstemmed A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title_short A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
title_sort comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
topic Human Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10646310/
https://www.ncbi.nlm.nih.gov/pubmed/38021236
http://dx.doi.org/10.3389/fnhum.2023.1280512
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