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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式脑机接口:从实验室到无处不在

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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:过去几年中的技术进步为无线和低成本脑电图(EEG)采集系统以及移动脑机接口(mBCI)应用程序的发展做出了贡献。最受欢迎的应用是通用(例如游戏,体育,日常生活等)。然而,mBCIs的临床实用性仍是一个悬而未决的问题。在本文中,我们提出了一种低成本的移动BCI应用程序,并展示了其在临床实践中的潜在实用性。特别是,我们进行了一项研究,其中使用mBCI应用程序在不同条件下分析了两个受试者的视觉诱发电位(VEP):实验室内,步行和乘车旅行。结果表明,我们系统的功能(同步水平,鲁棒性和信号质量)对于视觉电生理评估所要求的苛刻标准是可以接受的。此外,与传统的实验室系统相比,VEP的移动记录和云计算具有许多优势。提出的移动应用程序可用于视力障碍筛查,无处不在,大规模且低成本的视力评估,以及在农村或不发达地区的门诊诊断工具。

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