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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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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. |
format | Online Article Text |
id | pubmed-10646310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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