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一种基于眼电图(EOG)和脑电图(EEG)信号的混合平台,用于恢复患有进行性运动神经元疾病患者的沟通能力。

A hybrid platform based on EOG and EEG signals to restore communication for patients afflicted with progressive motor neuron diseases.

作者信息

Usakli A B, Gurkan S, Aloise F, Vecchiato G, Babiloni F

机构信息

Technical Sciences Department, The NCO Academy, 10100 Balikesir, Turkey.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2009;2009:543-6. doi: 10.1109/IEMBS.2009.5333742.

Abstract

An efficient alternative channel for communication without overt speech and hand movements is important to increase the quality of life for patients suffering from Amiotrophic Lateral Sclerosis or other illnesses that prevent correct limb and facial muscular responses. Often, such diseases leave the ocular movements preserved for a relatively long time. The aim of this study is to present a new approach for the hybrid system which is based on the recognition of electrooculogram (EOG) and electroencephalogram (EEG) measurements for efficient communication and control. As a first step we show that the EOG-based side of the system for communication and controls is useful for patients. The EOG side of the system has been equipped with an interface including a speller to notify of messages. A comparison of the performance of the EOG-based system has been made with a BCI system that uses P300 waveforms. As a next step, we plan to integrate EOG and EEG sides. The final goal of the project is to realize a unique noninvasive device able to offer the patient the partial restoration of communication and control abilities with EOG and EEG signals.

摘要

对于患有肌萎缩侧索硬化症或其他妨碍正确肢体和面部肌肉反应的疾病的患者来说,一种无需明显言语和手部动作的高效替代沟通渠道对于提高生活质量至关重要。通常,此类疾病会使眼球运动在较长时间内得以保留。本研究的目的是提出一种基于眼电图(EOG)和脑电图(EEG)测量识别的混合系统新方法,以实现高效的沟通与控制。第一步,我们证明了基于EOG的系统通信与控制部分对患者是有用的。该系统的EOG部分配备了一个包含拼写器的接口来通知消息。已将基于EOG的系统性能与使用P300波形的脑机接口(BCI)系统进行了比较。下一步,我们计划整合EOG和EEG部分。该项目的最终目标是实现一种独特的非侵入性设备,能够利用EOG和EEG信号为患者部分恢复沟通和控制能力。

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