Automated detection of auditory response: non-detection stopping criterion and repeatability studies for multichannel EEG.

Autor: Vaz, Patrícia Nogueira, Antunes, Felipe, Mendes, Eduardo Mazoni Andrade Marçal, Felix, Leonardo Bonato
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Zdroj: Computer Methods in Biomechanics & Biomedical Engineering; Jul2024, Vol. 27 Issue 9, p1150-1160, 11p
Abstrakt: An Auditory Steady-State Response (ASSR) is a valuable tool for determining auditory thresholds in individuals who are either unable or unwilling to cooperate with conventional behavioral testing methods. This study proposes a sequential test technique for automatic detection of ASSRs, incorporating a non-detection stopping criterion. The electrophysiological thresholds of a normal hearing volunteer were established using data collected from multichannel EEG signals. The detection probabilities and critical values were obtained via Monte Carlo simulations. Remarkably, application of the non-detection stopping criterion resulted in a 60% reduction in exam time in the absence of a response. These findings clearly demonstrate the significant potential of the sequential test in enhancing the performance of automatic audiometry. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index