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BioSig: The Free and Open Source Software Library for Biomedical Signal Processing

机译:BioSig:用于生物医学信号处理的免费开源软件库

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摘要

BioSig is an open source software library for biomedical signal processing. The aim of the BioSig project is to foster research in biomedical signal processing by providing free and open source software tools for many different application areas. Some of the areas where BioSig can be employed are neuroinformatics, brain-computer interfaces, neurophysiology, psychology, cardiovascular systems, and sleep research. Moreover, the analysis of biosignals such as the electroencephalogram (EEG), electrocorticogram (ECoG), electrocardiogram (ECG), electrooculogram (EOG), electromyogram (EMG), or respiration signals is a very relevant element of the BioSig project. Specifically, BioSig provides solutions for data acquisition, artifact processing, quality control, feature extraction, classification, modeling, and data visualization, to name a few. In this paper, we highlight several methods to help students and researchers to work more efficiently with biomedical signals.
机译:BioSig是用于生物医学信号处理的开源软件库。 BioSig项目的目的是通过为许多不同的应用领域提供免费和开源的软件工具,促进生物医学信号处理的研究。 BioSig可以使用的一些领域是神经信息学,脑机接口,神经生理学,心理学,心血管系统和睡眠研究。此外,对生物信号的分析,例如脑电图(EEG),脑电图(ECoG),心电图(ECG),眼电图(EOG),肌电图(EMG)或呼吸信号是BioSig项目的一个非常相关的元素。具体来说,BioSig提供了用于数据采集,工件处理,质量控制,特征提取,分类,建模和数据可视化的解决方案,仅举几例。在本文中,我们重点介绍了几种方法来帮助学生和研究人员更有效地利用生物医学信号。

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