A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder
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作者:
Li, Xuanyi
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China Med Univ, Shengjing Hosp, Dept Radiol, Shenyang, Liaoning, Peoples R ChinaChina Med Univ, Shengjing Hosp, Dept Radiol, Shenyang, Liaoning, Peoples R China
Li, Xuanyi
[1
]
Kang, Qiang
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Xingan League Peoples Hosp Inner Mongolia, Dept Radiol, Ulanhot, Mongolia, Peoples R ChinaChina Med Univ, Shengjing Hosp, Dept Radiol, Shenyang, Liaoning, Peoples R China
Kang, Qiang
[2
]
Gu, Hanxing
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Qingdao Mental Hlth Ctr, Dept Geriatr Psychiat, Qingdao, Shandong, Peoples R ChinaChina Med Univ, Shengjing Hosp, Dept Radiol, Shenyang, Liaoning, Peoples R China
Gu, Hanxing
[3
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机构:
[1] China Med Univ, Shengjing Hosp, Dept Radiol, Shenyang, Liaoning, Peoples R China
[2] Xingan League Peoples Hosp Inner Mongolia, Dept Radiol, Ulanhot, Mongolia, Peoples R China
[3] Qingdao Mental Hlth Ctr, Dept Geriatr Psychiat, Qingdao, Shandong, Peoples R China
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.
机构:
Seoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South Korea
Interdisciplinary Program Cognit Sci & Brain Sci, Seoul, South Korea
Seoul Natl Univ, Coll Med, BK Human Life Sci 21, Seoul 110744, South KoreaSeoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South Korea
Kwon, Jun Soo
Jang, Joon Hwan
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Seoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South KoreaSeoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South Korea
Jang, Joon Hwan
Choi, Jung-Seok
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Seoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South KoreaSeoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South Korea
Choi, Jung-Seok
Kang, Do-Hyung
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Seoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South KoreaSeoul Natl Univ, Coll Med, Dept Psychiat, Seoul 110744, South Korea