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
  • [31] Paediatric obsessive-compulsive disorder, a neurodevelopmental disorder? Evidence from neuroimaging
    Huyser, Chaim
    Veltman, Dick J.
    de Haan, Else
    Boer, Frits
    NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2009, 33 (06): : 818 - 830
  • [32] Comorbidity of obsessive-compulsive disorder with obsessive-compulsive personality disorder: Does it imply a specific subtype of obsessive-compulsive disorder?
    Garyfallos, George
    Katsigiannopoulos, Konstantinos
    Adamopoulou, Aravela
    Papazisis, Georgios
    Karastergiou, Anastasia
    Bozikas, Vasilios P.
    PSYCHIATRY RESEARCH, 2010, 177 (1-2) : 156 - 160
  • [33] Relationship between obsessive-compulsive personality disorder and obsessive-compulsive disorder
    Diaferia, G
    Bianchi, I
    Bianchi, ML
    Cavedini, P
    Erzegovesi, S
    Bellodi, L
    COMPREHENSIVE PSYCHIATRY, 1997, 38 (01) : 38 - 42
  • [34] Obsessive-compulsive disorder with obsessive-compulsive personality disorder - A case report
    Gudi, A.
    EUROPEAN PSYCHIATRY, 2018, 48 : S359 - S359
  • [35] The buildup of an urge in obsessive-compulsive disorder: Behavioral and neuroimaging correlates
    Stern, Emily R.
    Brown, Carina
    Ludlow, Molly
    Shahab, Rebbia
    Collins, Katherine
    Lieval, Alexis
    Tobe, Russell H.
    Iosifescu, Dan, V
    Burdick, Katherine E.
    Fleysher, Lazar
    HUMAN BRAIN MAPPING, 2020, 41 (06) : 1611 - 1625
  • [36] Neuroimaging and frontal-subcortical circuitry in obsessive-compulsive disorder
    Saxena, S
    Brody, AL
    Schwartz, JM
    Baxter, LR
    BRITISH JOURNAL OF PSYCHIATRY, 1998, 173 : 26 - 37
  • [37] STRESS IN WOMEN WITH POSTPARTUM OBSESSIVE-COMPULSIVE DISORDER: A NEUROIMAGING STUDY
    Lord, C.
    Hall, G.
    Soares, C. N.
    Steiner, C. N.
    Steiner, M.
    EUROPEAN PSYCHIATRY, 2009, 24
  • [38] A meta-analysis of functional neuroimaging in obsessive-compulsive disorder
    Whiteside, SP
    Port, JD
    Abramowitz, JS
    PSYCHIATRY RESEARCH-NEUROIMAGING, 2004, 132 (01) : 69 - 79
  • [39] Obsessive-Compulsive Disorder With Co-Occurring Obsessive-Compulsive Personality Disorder: A Practice Focused Review
    Wheaton, Michael G.
    Ward, Haley E.
    Pinto, Anthony
    JOURNAL OF COGNITIVE PSYCHOTHERAPY, 2022, 36 (04) : 315 - 326
  • [40] The Potential Use of Neuroimaging Biomarkers in the Treatment of Obsessive-Compulsive Disorder
    Fullana M.A.
    Simpson H.B.
    Current Treatment Options in Psychiatry, 2016, 3 (3) : 246 - 252