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A decision support tool in the field of electroencephalography

机译:脑电图领域的决策支持工具

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摘要

The traditional way of electroencephalographic data analysis is visual inspection. Expert's classification may not always correspond completely with measured data due to the subjective evaluation and the fact that this kind of evaluation is tedious and time consuming. This paper presents a decision support tool developed both for clinical and nonclinical applications in this field. The proposed solution comprises several consecutive steps of signal preprocessing and processing, with focus on segmentation, feature extraction, classification and consequent visualization. This way additional information can be provided and presented in a convenient form.
机译:脑电图数据分析的传统方法是目视检查。由于主观评估以及这种评估既乏味又耗时的事实,专家的分类可能并不总是与测量数据完全一致。本文介绍了为该领域的临床和非临床应用开发的决策支持工具。提出的解决方案包括信号预处理和处理的几个连续步骤,重点是分割,特征提取,分类和后续可视化。这样,可以以方便的形式提供和显示其他信息。

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