文章基本信息

标题：Calculation of compact amplitude-integrated EEG tracing and upper and lower margins using raw EEG data
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作者：Dandan Zhang ; Haiyan Ding
期刊名称：Health
印刷版ISSN：1949-4998
电子版ISSN：1949-5005
出版年度：2013
卷号：5
期号：5
页码：885-891
DOI：10.4236/health.2013.55116
出版社：Scientific Research Publishing
摘要：Amplitude-integrated EEG (aEEG) is a popular method for monitoring cerebral function. Although various commercial aEEG recorders have been produced, a detailed aEEG algorithm currently is not available. The upper and lower margins in the aEEG tracing are the discriminating features for data inspection and tracing classification. However, most aEEG devices require that these margins be measured semi-subjectively. This paper proposes a step-by-step signal-processing method to calculate a compact aEEG tracing and the upper/lower margin using raw EEG data. The high accuracy of the algorithm was verified by comparison with a recognized commercial aEEG device based on a representative testing dataset composed of 72 aEEG data. The introduced digital algorithm achieved compact aEEG tracing with a small data size. Moreover, the algorithm precisely represented the upper and lower margins in the tracing for objective data interpretation. The described method should facilitate aEEG signal processing and further establish the clinical and experimental application of aEEG methods.
关键词：Amplitude-Integrated EEG; Digital Algorithm; Upper Margin; Lower Margin; Compact Tracing