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Brain Waves Evaluation of Sound Therapy in Chronic Subjective Tinnitus Cases Using Wavelet Decomposition

机译:小波分解在慢性主观性耳鸣病例中的脑电波评价

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摘要

Management and treatment of subjective tinnitus is an ongoing focus of research activities. One of the most viable assessments of such treatment is the evaluation of brain activity in addition to patient response and clinical assessment. This study focuses on sound therapy and evaluation of patients’ electroencephalogram (EEG) in order to verify the potency of this approach. Broadband sound therapy was applied to nineteen participants aging from 25 to 64 and suffering from chronic subjective tinnitus to study the difference of brain activity, a) before fake treatment, b) after fake treatment and c) after the main treatment, using EEG and Visual Analog Scale (VAS) for evaluating Residual Inhibition (RI). Four features were extracted using 4-level wavelet decomposition with Symlet 8 as its mother wavelet. For the “After the main treatment” stage, the mean value of wavelet coefficients for the last wavelet level, which corresponded to delta band of EEG, was lower in the FC3 channel based on Two-Sample T-Test with significance level of 0.01, as compared to the same channel of the “before the treatment” stage, for cases in which decreased tinnitus loudness were reported.
机译:主观耳鸣的管理和治疗一直是研究活动的重点。这种治疗最可行的评估之一是除患者反应和临床评估外的大脑活动评估。这项研究的重点是声音疗法和评估患者的脑电图(EEG),以验证这种方法的有效性。对年龄在25岁至64岁之间,患有慢性主观耳鸣的19名参与者进行了宽带声音疗法,以研究其大脑活动的差异,a)进行假治疗之前,b)进行假治疗之后,c)在主要治疗之后,使用EEG和Visual模拟量表(VAS),用于评估残留抑制(RI)。使用Symlet 8作为其母小波的4级小波分解提取了四个特征。在“主治疗后”阶段,基于两次样本T检验,FC3通道中对应于EEG三角带的最后一个小波水平的小波系数平均值较低,显着性水平为0.01,与“治疗前”阶段的同一通道相比,报告了耳鸣响度降低的情况。

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