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Efficacy Evaluation of Neurofeedback-Based Anxiety Relief

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机构: [1]Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China [2]Key Laboratory of Complex System Control Theory and Application, Tianjin University of Technology, Tianjin, China [3]Department of Computer and Network Engineering, College of Information Technology, United Arab Emirates University, Al Ain, United Arab Emirates, [4]Zhonghuan Information College, Tianjin University of Technology, Tianjin, China [5]Beijing Machine and Equipment Institute, Beijing, China [6]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China [7]Brain-Inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China [8]Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
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关键词: neurofeedback anxiety disorder EEG signal anxiety assessment efficacy evaluation

摘要:
Anxiety disorder is a mental illness that involves extreme fear or worry, which can alter the balance of chemicals in the brain. This change and evaluation of anxiety state are accompanied by a comprehensive treatment procedure. It is well-known that the treatment of anxiety is chiefly based on psychotherapy and drug therapy, and there is no objective standard evaluation. In this paper, the proposed method focuses on examining neural changes to explore the effect of mindfulness regulation in accordance with neurofeedback in patients with anxiety. We designed a closed neurofeedback experiment that includes three stages to adjust the psychological state of the subjects. A total of 34 subjects, 17 with anxiety disorder and 17 healthy, participated in this experiment. Through the three stages of the experiment, electroencephalography (EEG) resting state signal and mindfulness-based EEG signal were recorded. Power spectral density was selected as the evaluation index through the regulation of neurofeedback mindfulness, and repeated analysis of variance (ANOVA) method was used for statistical analysis. The findings of this study reveal that the proposed method has a positive effect on both types of subjects. After mindfulness adjustment, the power map exhibited an upward trend. The increase in the average power of gamma wave indicates the relief of anxiety. The enhancement of the wave power represents an improvement in the subjects' mindfulness ability. At the same time, the results of ANOVA showed that P < 0.05, i.e., the difference was significant. From the aspect of neurophysiological signals, we objectively evaluated the ability of our experiment to relieve anxiety. The neurofeedback mindfulness regulation can effect on the brain activity pattern of anxiety disorder patients.</p>

基金:

基金编号: 61806146 61971118 81901860 XMLX201805 PX2018063 19JCTPJC56000 2019YJSS052 2020JSJB04 18JCYBJC95400

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出版当年[2020]版:
大类 | 2 区 医学
小类 | 3 区 神经科学
最新[2025]版:
大类 | 3 区 医学
小类 | 3 区 神经科学
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出版当年[2019]版:
Q2 NEUROSCIENCES
最新[2023]版:
Q2 NEUROSCIENCES

影响因子: 最新[2023版] 最新五年平均 出版当年[2019版] 出版当年五年平均 出版前一年[2018版] 出版后一年[2020版]

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第一作者机构: [1]Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, China [2]Key Laboratory of Complex System Control Theory and Application, Tianjin University of Technology, Tianjin, China
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通讯机构: [6]Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China [7]Brain-Inspired Intelligence and Clinical Translational Research Center, Xuanwu Hospital, Capital Medical University, Beijing, China [8]Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
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