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A Mobile Brain-Computer Interface for Clinical Applications: From the Lab to the Ubiquity

机译:用于临床应用的移动脑电脑界面:从实验室到笨蛋

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Technological advances during the last years have contributed to the development of wireless and low-cost electroencephalography (EEG) acquisition systems and mobile brain-computer interface (mBCI) applications. The most popular applications are general-purpose (e.g., games, sports, daily-life, etc.). However, clinical usefulness of mBCIs is still an open question. In this paper we present a low-cost mobile BCI application and demonstrate its potential utility in clinical practice. In particular, we conducted a study in which visual evoked potentials (VEP) of two subjects were analyzed using our mBCI application, under different conditions: inside a laboratory, walking and traveling in a car. The results show that the features of our system (level of synchronization, robustness and signal quality) are acceptable for the demanding standard required for the electrophysiological evaluation of vision. In addition, the mobile recording and cloud computing of VEPs offers a number of advantages over traditional in-lab systems. The presented mobile application could be used for visual impairment screening, for ubiquitous, massive and low-cost evaluation of vision, and as ambulatory diagnostic tool in rural or undeveloped areas.
机译:过去几年的技术进步促进了无线和低成本脑电图(EEG)采集系统和移动脑 - 计算机接口(MBCI)应用的发展。最受欢迎的应用是通用的(例如,游戏,运动,日常生活等)。然而,MBCIS的临床有用性仍然是一个开放的问题。在本文中,我们提出了一种低成本的移动BCI应用,并在临床实践中展示其潜在的效用。特别是,我们进行了一项研究,其中使用我们的MBCI申请分析了两个受试者的视觉诱发电位(VEP),在不同的条件下,在实验室内,在汽车中行走和旅行。结果表明,我们的系统(同步,鲁棒性和信号质量水平)对于电生理评估所需的苛刻标准是可以接受的。此外,VEPS的移动录制和云计算提供了与传统的实验室系统中的许多优点。所呈现的移动应用可用于视觉损伤筛查,用于视力无处不在,大规模和低成本评估,以及农村或未开发领域的动态诊断工具。

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