A sequential detection method for late auditory evoked potentials

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Hoppe, Ulrich and Eysholdt, Ulrich and Weiss, Stephan; (1996) A sequential detection method for late auditory evoked potentials. In: Proceedings of the 18th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. IEEE, NLD. ISBN 0-7803-3811-1 (https://doi.org/10.1109/IEMBS.1996.652679)

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Abstract

This work presents a novel mechanism for detection of late auditory evoked potentials (AEP). AEPs, which are an important diagnostic tool to detect hearing deficiencies, are contained within the electroencephalogram (EEG) at a very low SNR. The authors' proposed automatic detection of AEPs is based on a Wavelet-Transform of EEG data for feature extraction. Several transform coefficients are then used for a classification by a neural network; its decisions on successive EEG segments are judged by a sequential statistical test. This test stops when a certain confidence is reached to either accept or reject an AEP. Besides providing an objective recognition of AEPs, this procedure can considerably reduce measurement time.

ORCID iDs

Hoppe, Ulrich, Eysholdt, Ulrich and Weiss, Stephan ORCID logoORCID: https://orcid.org/0000-0002-3486-7206;
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