A Sequential Detection Method for Late Auditory Evoked Potentials

机译：一种晚期听觉诱发电位的序贯检测方法

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摘要

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. Our proposed automatic detection of AEPs is based on the 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.

机译：这项工作提出了一种新的机制，用于检测晚期听觉诱发电位（AEP）。脑电图（EEG）包含非常低的SNR的AEP，它是检测听力障碍的重要诊断工具。我们建议的AEP自动检测是基于EEG数据的小波变换进行特征提取的。然后，将几个变换系数通过神经网络用于分类。它对连续脑电图段的决定是通过顺序统计检验来判断的。当达到确定的接受或拒绝AEP的信心时，此测试将停止。除了提供对AEP的客观识别，此过程还可以大大减少测量时间。

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Hoppe U; Eysholdt U; Weiss S;
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年度 1996
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原文格式 PDF
正文语种 {"code":"ro","name":"Romanian","id":36}
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专利

1. An automatic sequential recognition method for cortical auditory evoked potentials [J] . Hoppe U., Weiss S., Stewart R.W., IEEE Transactions on Biomedical Engineering . 2001,第2期

机译：皮质听觉诱发电位的自动顺序识别方法
2. Gap detection measured with electrically evoked auditory event-related potentials and speech-perception abilities in children with auditory neuropathy spectrum disorder [J] . HeS., GroseJ.H., TeagleH.F.B., Ear and hearing. . 2013,第6期

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3. Regularity encoding and deviance detection of frequency modulated sweeps: Human middle- and long-latency auditory evoked potentials [J] . Cornella M., Leung S., Grimm S., Psychophysiology . 2013,第12期

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4. A sequential detection method for late auditory evoked potentials [C] . Hoppe, U., Eysholdt, . 1997

机译：晚期听觉诱发电位的顺序检测方法
5. Transcranial magnetic motor evoked potentials, somatosensory evoked potentials, sensory evoked potentials, and brainstem auditory evoked responses in Cavalier King Charles Spaniel dogs with and without syringomyelia . [D] . Wolfe, Katheryn Christa. 2010

机译：在有和没有脊髓空洞症的骑士国王查尔斯猎犬狗中，经颅磁电机诱发电位，体感诱发电位，感觉诱发电位和脑干听觉诱发反应。
6. Gap Detection Measured with Electrically-Evoked Auditory Event-Related Potentials and Speech Perception Abilities in Children with Auditory Neuropathy Spectrum Disorder [O] . Shuman He, John H. Grose, Holly F.B. Teagle, -1

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7. A sequential detection method for late auditory evoked potentials [O] . Hoppe, Ulrich, Eysholdt, Ulrich, Weiss, Stephan 1996

机译：晚期听觉诱发电位的顺序检测方法
8. Preliminary Processing and Detection of Characteristic Features of Brainstem Auditory Evoked Potentials (BAEP). [R] . Wochlik, I., Bulka, J., Izworski, A., 2001

机译：脑干听觉诱发电位（BaEp）特征的初步处理和检测。

A Sequential Detection Method for Late Auditory Evoked Potentials

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