听觉脑干反应的信号处理:离散小波分析的应用研究

W. Wilson, M. Winter, G. Kerr, F. Aghdasi
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引用次数: 8

摘要

听觉脑干反应(ABR)的时频域(TFD)多分辨率小波分析在提高该测试的灵敏度和特异性方面具有巨大的潜力,但小波的选择仍然是一个问题。本研究比较了使用Daubechies 5、symlet 4和双正交3.5小波技术获得正常受试者ABR TFD结果的临床意义和明显的数学意义。小波技术在TFD结果之间显示出多个统计差异,其中显著数字具有临床意义,特别是在TFD分量振幅方面。这些发现提醒人们不要对使用不同小波获得的TFD ABR结果进行临床比较,并加强了在进行临床ABR多分辨率小波分析时具体说明小波程序的必要性。
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Signal processing of the auditory brainstem response: investigation into the use of discrete wavelet analysis
Multiresolutional wavelet analysis of the auditory brainstem response (ABR) in the time frequency domain (TFD) has immense potential for improving this test's sensitivity and specificity as a diagnostic assessment tool, but the choice of wavelet remains a problem. This study compared the clinical significance, as versus the obvious mathematical significance, of using Daubechies 5, symlet 4, and biorthogonal 3.5 wavelet techniques to obtain ABR TFD results in normal subjects. The wavelet techniques showed multiple statistical differences between their TFD results, with a significant number being clinically significant, particularly for TFD component amplitudes. These findings warn against the clinical comparison of TFD ABR results obtained using different wavelets and reinforces the need to state specifically the wavelet procedures used when conducting clinical ABR multiresolutional wavelet analysis.
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