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
来源：
Bioelectronic Medicine | 2024年 / 10卷 / 01期
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
  • [1] Towards a reliable neural biomarker for predicting response to non-invasive brain stimulation in the treatment of depression
    McNickle, Emmet
    Tadjine, Lamia
    Ruddy, Kathy
    CURRENT OPINION IN BEHAVIORAL SCIENCES, 2024, 56
  • [2] BRAIN STIMULATION TECHNIQUES: NON-INVASIVE TREATMENTS FOR DEPRESSION
    Munoz-Marron, E.
    Robles, N.
    Andreu-Barrachina, L.
    Boixados-Angles, M.
    Redolar-Ripoll, D.
    EUROPEAN PSYCHIATRY, 2012, 27
  • [3] Non-invasive brain stimulation is not non-invasive
    Davis, Nick J.
    van Koningsbruggen, Martijn G.
    FRONTIERS IN SYSTEMS NEUROSCIENCE, 2013, 7
  • [4] The treatment of fatigue by non-invasive brain stimulation
    Lefaucheur, Jean-Pascal
    Chalah, Moussa A.
    Mhalla, Alaa
    Palm, Ulrich
    Ayache, Samar S.
    Mylius, Veit
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, 2017, 47 (02): : 173 - 184
  • [5] Predicting the Response to Non-invasive Brain Stimulation in Stroke
    Ovadia-Caro, Smadar
    Khalil, Ahmed A.
    Sehm, Bernhard
    Villringer, Arno
    Nikulin, Vadim V.
    Nazarova, Maria
    FRONTIERS IN NEUROLOGY, 2019, 10
  • [6] Response variability to non-invasive brain stimulation protocols
    Hordacre, Brenton
    Ridding, Michael C.
    Goldsworthy, Mitchell R.
    CLINICAL NEUROPHYSIOLOGY, 2015, 126 (12) : 2249 - 2250
  • [7] Treatment of late-life depression: A role of non-invasive brain stimulation techniques
    Jorge, Ricardo E.
    Robinson, Robert G.
    INTERNATIONAL REVIEW OF PSYCHIATRY, 2011, 23 (05) : 437 - 444
  • [8] Non-invasive brain stimulation for treatment of schizophrenic psychoses
    Hasan, A.
    Wobrock, T.
    Palm, U.
    Strube, W.
    Padberg, F.
    Falkai, P.
    Fallgatter, A.
    Plewnia, C.
    NERVENARZT, 2015, 86 (12): : 1481 - +
  • [9] Recent Advances in Non-invasive Brain Stimulation for Major Depressive Disorder
    Liu, Shui
    Sheng, Jiyao
    Li, Bingjin
    Zhang, Xuewen
    FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11
  • [10] Non-Invasive Brain Stimulation Progression in Post- Stroke Depression Treatment: A Systematic Review
    Zhang, Yanbin
    Fang, Hongli
    Wang, Rui
    Hu, Zhenggang
    Qiu, Mengqiu
    ALPHA PSYCHIATRY, 2024, 25 (05):
12345