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
]
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:
NYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Stern, Emily R.
Brown, Carina
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NYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Brown, Carina
Ludlow, Molly
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Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Ludlow, Molly
Shahab, Rebbia
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NYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Shahab, Rebbia
Collins, Katherine
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Nathan S Kline Inst Psychiat Res, Orangeburg, NY USA
Icahn Sch Med Mt Sinai, Dept Psychiat, New York, NY 10029 USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Collins, Katherine
Lieval, Alexis
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Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Lieval, Alexis
Tobe, Russell H.
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Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Tobe, Russell H.
Iosifescu, Dan, V
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NYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Nathan S Kline Inst Psychiat Res, Orangeburg, NY USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Iosifescu, Dan, V
Burdick, Katherine E.
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Brigham & Womens Hosp, Dept Psychiat, 75 Francis St, Boston, MA 02115 USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
Burdick, Katherine E.
Fleysher, Lazar
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Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY 10029 USANYU, Sch Med, Dept Psychiat, One Pk Ave,8th Floor,Room 228, New York, NY 10016 USA
机构:
Department of Psychiatry at Columbia University Medical Center, College of Physicians and Surgeons, Columbia University, New York, NY
Division of Clinical Therapeutics at the New York State Psychiatric Institute, New York, NY
Anxiety Unit, Institute of Neuropsychiatry and Addictions, Hospital del Mar, CIBERSAM & IMIM (Hospital del Mar Medical Research Institute), BarcelonaDepartment of Psychiatry at Columbia University Medical Center, College of Physicians and Surgeons, Columbia University, New York, NY
Fullana M.A.
Simpson H.B.
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Department of Psychiatry at Columbia University Medical Center, College of Physicians and Surgeons, Columbia University, New York, NY
Division of Clinical Therapeutics at the New York State Psychiatric Institute, New York, NYDepartment of Psychiatry at Columbia University Medical Center, College of Physicians and Surgeons, Columbia University, New York, NY