基于脑电图的酒精检测

T. K. P. Shri, N. Sriraam
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引用次数: 0

摘要

酒精对身体各器官的短期和长期影响,特别是对人类大脑的影响,已被大量研究证实。侵入性方法如经颅磁刺激(TMS)和非侵入性成像技术如计算机断层扫描(CT)、磁共振成像(MRI)、正电子发射断层扫描(PET)和功能性MRI激活脑电图(EEG)已被用于研究酒精中毒引起的脑电图活动的变化。随着神经成像技术的出现,脑电图恰好成为大脑研究的重要工具,为检测酒精对人类大脑的影响提供了一种非侵入性和经济有效的方法。本文讨论了酒精对人体不同器官的有害影响。回顾了过去十年中用于酒精检测的脑电信号处理算法的进展,并报告了它们的局限性。进一步详细讨论了脑电图在大规模筛查酗酒者和生物识别应用中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
EEG Based Detection of Alcoholics
The short term and long term effects of alcohol on various organs of the body, especially on the human brain is well established by numerous studies. Invasive methods such as Transcranial Magnetic Stimulation (TMS) and non invasive imaging techniques such as Computed Tomography (CT), Magnetic Resonance Imaging (MRI), Positron Emission Tomography (PET), and functional MRI activated electro-encephalogram (EEG) have been used to study the changes in EEG activity due to alcoholism. Even with the advent of neuro imaging techniques, EEG happens to be an important tool for brain study providing a non- invasive and cost effective method to detect the effects of alcohol on the human brain. This paper discusses the harmful effects of alcohol on different organs of the body. The advances in the development of EEG signal processing algorithms over the past decade for alcoholic detection are reviewed and their limitations are reported. Further the use of EEG for mass screening of alcoholics and biometric application is discussed in detail.
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