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基于检测操作者大脑脑电图信号的新型图像处理系统的开发:一项可行性研究。

Development of a new image manipulation system based on detection of electroencephalogram signals from the operator's brain: a feasibility study.

作者信息

Sato Mitsuru, Ogura Toshihiro, Yamanouchi Sakuya, Osaki Yasuaki, Doi Kunio

机构信息

Department of Radiological Technology, Gunma Prefectural College of Health Sciences, 323-1 Kamioki-cho, Maebashi, Gunma, 371-0052, Japan.

Department of Radiology, Japan Red Cross Society Maebashi Hospital, 389-1 Asakura-machi, Maebashi, Gunma, 371-0811, Japan.

出版信息

Radiol Phys Technol. 2019 Jun;12(2):172-177. doi: 10.1007/s12194-019-00508-8. Epub 2019 Mar 18.

Abstract

Physicians require an adequate display system with a console within arm's reach to view images during surgical operations and interventional radiological examinations. However, manipulation of the console by physicians themselves may not be possible because their hands may be otherwise engaged. In this study, an image manipulation system using an electroencephalogram (EEG) sensor mounted on the operator's head was developed. In this system, data acquired by the device is used to manipulate images, and the output can be converted to commands for various actions such as paging, which can be controlled by the operator's eye-blink, and zooming of a region indicated by the cursor, which can be controlled by the operator's mental concentration. In this study, the MindWave Mobile headset was used as EEG sensor, and AZEWIN for the display system. Ten observers were enrolled and fitted with EEG device to determine the threshold values of blink strength and attention; threshold value of 100 for blink strength and 65 for attention were determined. Thirty-one observers were enrolled and fitted with EEG device to investigate average response-time; the average response time for detecting paging was 0.43 ± 0.02 s, and that for zooming was 5.85 ± 0.56 s. Thus, the proposed image manipulation system using the operator's EEG signals enabled physicians to assess and manipulate images without using their hands.

摘要

医生需要一个合适的显示系统,其控制台应在手臂可及范围内,以便在外科手术和介入放射学检查期间查看图像。然而,医生自己可能无法操作控制台,因为他们的手可能在做其他事情。在本研究中,开发了一种使用安装在操作员头部的脑电图(EEG)传感器的图像操纵系统。在该系统中,设备采集的数据用于操纵图像,输出可以转换为各种动作的命令,如翻页(可由操作员眨眼控制)以及由光标指示区域的缩放(可由操作员的精神集中控制)。在本研究中,MindWave Mobile头戴式设备用作EEG传感器,AZEWIN用作显示系统。招募了10名观察者并为其配备EEG设备以确定眨眼强度和注意力的阈值;确定眨眼强度的阈值为100,注意力的阈值为65。招募了31名观察者并为其配备EEG设备以研究平均响应时间;检测翻页的平均响应时间为0.43±0.02秒,缩放的平均响应时间为5.85±0.56秒。因此,所提出的使用操作员EEG信号的图像操纵系统使医生能够在不使用手的情况下评估和操纵图像。

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