短通道回归无线fNIRS贴片改善脑血流动力学反应检测

M. Saikia, K. Mankodiya
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引用次数: 7

摘要

功能近红外光谱(fNIRS)利用近红外(NIR)光源和光探测器对大脑的血流动力学反应进行非侵入性成像。fNIRS相对于其他现有脑成像技术的独特优势使得fNIRS广泛应用于各种脑研究,包括神经学、神经科学、临床心理学和精神病学。fNIRS系统便携,价格低廉,为扫描大脑提供了更高的时间分辨率。在本文中,我们提出了一种具有短通道回归能力的无线可穿戴fNIRS贴片,以改善对大脑血流动力学反应的检测。该贴片具有两个目标fNIRS通道和一个短通道。短通道明确测量来自脑外区域的背景血流动力学反应。然后对目标近红外通道进行回归处理,消除背景干扰,降低干扰的影响。我们将贴片与我们实验室开发的便携式近红外光谱控制器接口。贴片和控制器都是可穿戴的。控制器与上位机无线连接,接收上位机发出的命令,并将测量数据无线传输至上位机,进行数据处理和可视化。主机中的图形用户界面(GUI)帮助用户记录和可视化近红外光谱数据。利用fNIRS贴片对大脑前额叶皮层成像的实验结果表明,该贴片具有降低目标fNIRS通道不相关血流动力学活动的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Wireless fNIRS Patch with Short-Channel Regression to Improve Detection of Hemodynamic Response of Brain
The functional near-infrared spectroscopy (fNIRS) utilizes near-infrared (NIR) light sources and light detectors to non-invasively image hemodynamic responses of the brain. The unique advantages of fNIRS over the other existing brain imaging technologies led to widespread adoption of fNIRS in various brain research studies including neurology, neuroscience, clinical psychology, and psychiatry. The fNIRS systems are portable, inexpensive and provide higher temporal resolution for scanning a brain. In this paper, we present a wireless wearable fNIRS patch that has the capability of short channel regression to improve the detection of hemodynamic responses of the brain. The patch has two targeted fNIRS channels and a short-channel. The short-channel measures the background hemodynamic responses explicitly from the extracerebral region. Then it performs a regression process to eliminate background interferences from the targeted fNIRS channels to reduce the influence of the interferences. We have interfaced the patch with our laboratory-developed portable fNIRS controller. The patch and the controller are wearable. The controller is wirelessly connected to a host computer to receive commands from it and to wirelessly transmit measurement data to the host computer for the data processing and visualization. The graphical user interface (GUI) in the host computer helps the user to record and visualize fNIRS data. The experimental results of imaging prefrontal cortex of the brain using the fNIRS patch show that the patch has the potential to reduce unrelated hemodynamic activity from the targeted fNIRS channels.
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