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

被引:1
|
作者
Li, Xuanyi [1 ]
Kang, Qiang [2 ]
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
来源
关键词
neuroimaging; MRI; machine learning; obsessive-compulsive disorder; AI; SEROTONIN REUPTAKE INHIBITORS; POSTTRAUMATIC-STRESS-DISORDER; MULTIVARIATE PATTERN-ANALYSIS; ANXIETY DISORDERS; DOUBLE-BLIND; PHARMACOLOGICAL-TREATMENTS; SYMPTOM IMPROVEMENT; BEHAVIORAL-THERAPY; WHITE-MATTER; AUGMENTATION;
D O I
10.3389/fnhum.2023.1280512
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Neuroimaging in obsessive-compulsive disorder
    Remijnse, PL
    van den Heuvel, OA
    Veltman, DJ
    CURRENT MEDICAL IMAGING, 2005, 1 (03) : 331 - 351
  • [2] Neuroimaging in obsessive-compulsive disorder
    Kwon, Jun Soo
    Jang, Joon Hwan
    Choi, Jung-Seok
    Kang, Do-Hyung
    EXPERT REVIEW OF NEUROTHERAPEUTICS, 2009, 9 (02) : 255 - 269
  • [3] Predicting obsessive-compulsive disorder severity combining neuroimaging and machine learning methods
    Hoexter, Marcelo Q.
    Miguel, Euripedes C.
    Diniz, Juliana B.
    Shavitt, Roseli G.
    Busatto, Geraldo F.
    Sato, Joao R.
    JOURNAL OF AFFECTIVE DISORDERS, 2013, 150 (03) : 1213 - 1216
  • [4] Neuroimaging of psychotherapy for obsessive-compulsive disorder: A systematic review
    Thorsen, Anders Lillevik
    van den Heuvel, Odile A.
    Hansen, Bjarne
    Kvale, Gerd
    PSYCHIATRY RESEARCH-NEUROIMAGING, 2015, 233 (03) : 306 - 313
  • [5] Neuroimaging and the neurobiology of obsessive-compulsive disorder
    Schiepek, Guenter
    Tominschek, Igor
    Karch, Susanne
    Mulert, Christoph
    Pogarell, Oliver
    PSYCHOTHERAPIE PSYCHOSOMATIK MEDIZINISCHE PSYCHOLOGIE, 2007, 57 (9-10) : 379 - 394
  • [6] NEUROIMAGING STUDIES OF OBSESSIVE-COMPULSIVE DISORDER
    BAXTER, LR
    PSYCHIATRIC CLINICS OF NORTH AMERICA, 1992, 15 (04) : 871 - 884
  • [7] Functional Neuroimaging in Obsessive-Compulsive Disorder
    Del Casale, A.
    Kotzalidis, G. D.
    Rapinesi, C.
    Serata, D.
    Ambrosi, E.
    Simonetti, A.
    Pompili, M.
    Ferracuti, S.
    Tatarelli, R.
    Girardi, P.
    NEUROPSYCHOBIOLOGY, 2011, 64 (02) : 61 - 85
  • [8] Neuroimaging and neurobiology of obsessive-compulsive disorder: A review of recent progress
    Huguelet, P
    McQuillan, A
    ENCEPHALE-REVUE DE PSYCHIATRIE CLINIQUE BIOLOGIQUE ET THERAPEUTIQUE, 1996, 22 (01): : 41 - 45
  • [9] Review of structural neuroimaging in patients with refractory obsessive-compulsive disorder
    Atmaca, Murad
    NEUROSCIENCE BULLETIN, 2011, 27 (03) : 215 - 220
  • [10] Functional neuroimaging and the neuroanatomy of obsessive-compulsive disorder
    Saxena, S
    Rauch, SL
    PSYCHIATRIC CLINICS OF NORTH AMERICA, 2000, 23 (03) : 563 - +