Machine learning-optimized non-invasive brain stimulation and treatment response classification for major depression

被引:1
|
作者
Albizu, Alejandro [1 ,2 ]
Indahlastari, Aprinda [1 ,5 ]
Suen, Paulo [6 ]
Huang, Ziqian [4 ]
Waner, Jori L. [1 ,5 ]
Stolte, Skylar E. [3 ]
Fang, Ruogu [1 ,3 ,4 ]
Brunoni, Andre R. [6 ]
Woods, Adam J. [1 ,2 ,5 ]
机构
[1] Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, United States
[2] Department of Neuroscience, College of Medicine, University of Florida, Gainesville, United States
[3] J. Crayton Pruitt Family Department of Biomedical Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, United States
[4] Department of Electrical and Computer Engineering, Herbert Wertheim College of Engineering, University of Florida, Gainesville, United States
[5] Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, PO Box 100165, 1225 Center Drive, Gainesville,FL,32610-0165, United States
[6] Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
关键词
Compendex;
D O I
10.1186/s42234-024-00157-2
中图分类号
学科分类号
摘要
Functional neuroimaging - Machine learning
引用
收藏
相关论文
共 50 条
  • [21] Modeling Focused-Ultrasound Response for Non-Invasive Treatment Using Machine Learning
    Arif, Tariq Mohammad
    Ji, Zhiming
    Rahim, Md Adilur
    Nunna, Bharath Babu
    BIOENGINEERING-BASEL, 2021, 8 (06):
  • [22] Non-Invasive Machine Learning-Based Classification of Bone Health
    Bhise, Sanvi Pranav
    Havaldar, Raviraj
    TRAITEMENT DU SIGNAL, 2022, 39 (05) : 1695 - 1702
  • [23] Recent innovations in non-invasive brain stimulation (NIBS) for the treatment of unipolar and bipolar depression: a narrative review
    Piccoli, Eleonora
    Cerioli, Matteo
    Castiglioni, Michele
    Larini, Luca
    Scarpa, Carolina
    Dell'Osso, Bernardo
    INTERNATIONAL REVIEW OF PSYCHIATRY, 2022, 34 (7-8) : 715 - 726
  • [24] Sex differences in the effects of non-invasive brain stimulation on arithmetic learning
    Mosbacher, Jochen A.
    Moshammer, Arnulf
    Wehovz, Michael
    Binder, Mira
    Pustelnik, Kolja
    Vogel, Stephan
    Brunner, Clemens
    Halverscheid, Stefan
    Grabner, Roland H.
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2023, 58 : 499 - 500
  • [25] Non-invasive brain stimulation: A promising method to enhance (school) learning?
    Grabner, Roland H.
    INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2023, 58 : 780 - 781
  • [26] Non-invasive brain stimulation for the treatment of symptoms following traumatic brain injury
    Dhaliwal, Simarjot K.
    Meek, Benjamin P.
    Modirrousta, Mandana M.
    FRONTIERS IN PSYCHIATRY, 2015, 6
  • [27] The use of non-invasive brain stimulation in auditory perceptual learning: A review
    Grootjans, Yvette
    Byczynski, Gabriel
    Vanneste, Sven
    HEARING RESEARCH, 2023, 439
  • [28] Invasive and Non-invasive Stimulation of the Obese Human Brain
    Pleger, Burkhard
    FRONTIERS IN NEUROSCIENCE, 2018, 12
  • [29] BRAIN NETWORK MODULATION WITH NON-INVASIVE BRAIN STIMULATION
    Li, Lucia
    Violante, Ines
    Ross, Ewan
    Leech, Rob
    Hampshire, Adam
    Carmichael, David
    Sharp, David
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2016, 87 (12):
  • [30] Neuroplasticity and non-invasive brain stimulation in the developing brain
    Bandeira, Igor D.
    Lins-Silva, Daniel H.
    Barouh, Judah L.
    Faria-Guimaraes, Daniela
    Dorea-Bandeira, Ingrid
    Souza, Lucca S.
    Alves, Gustavo S.
    Brunoni, Andr E. R.
    Nitsche, Michael
    Fregni, Felipe
    Lucena, Rita
    NON-INVASIVE BRAIN STIMULATION (NIBS) IN NEURODEVELOPMENTAL DISORDERS, 2021, 264 : 57 - 89