Combining Wavelet Analysis and Bayesian Networks for the Classification of Auditory Brainstem Response.

Combining Wavelet Analysis and Bayesian Networks for the Classification of Auditory Brainstem Response.

The auditory brainstem response (ABR) has become a routine clinical tool for hearing and neurological assessment. In order to pick out the ABR from the background EEG activity that obscures it, stimulus-synchronized averaging of many repeated trials is necessary, typically requiring up to 2000 repet...

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Publicat a:IEEE Transactions on information technology in biomedicine 10, 3 (2006).
Autor principal: Rui Zhang
Format: Article
Idioma:English
Matèries:
Bayesian networks.
EEG activity.
Auditory brainstem response classification.
Hearing.
Neurological assessment.
Stimulus-synchronized averaging.
Wavelet coefficients matching.
Wavelet transform analysis.