Home monitoring of sleep with a temporary-tattoo EEG, EOG and EMG electrode array: a feasibility study.

IF 3.7 3区 医学 Q2 ENGINEERING, BIOMEDICAL
Journal of neural engineering Pub Date : 2019-04-01 Epub Date: 2018-12-19 DOI:10.1088/1741-2552/aafa05
Shiran Shustak, Lilah Inzelberg, Stanislav Steinberg, David Rand, Moshe David Pur, Inbar Hillel, Shlomit Katzav, Firas Fahoum, Maarten De Vos, Anat Mirelman, Yael Hanein
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引用次数: 56

Abstract

Objective: Circadian and sleep dysfunction have long been symptomatic hallmarks of a variety of devastating neurodegenerative conditions. The gold standard for sleep monitoring is overnight sleep in a polysomnography (PSG) laboratory. However, this method has several limitations such as availability, cost and being labour-intensive. In recent years there has been a heightened interest in home-based sleep monitoring via wearable sensors. Our objective was to demonstrate the use of printed electrode technology as a novel platform for sleep monitoring.

Approach: Printed electrode arrays offer exciting opportunities in the realm of wearable electrophysiology. In particular, soft electrodes can conform neatly to the wearer's skin, allowing user convenience and stable recordings. As such, soft skin-adhesive non-gel-based electrodes offer a unique opportunity to combine electroencephalography (EEG), electromyography (EMG), electrooculography (EOG) and facial EMG capabilities to capture neural and motor functions in comfortable non-laboratory settings. In this investigation temporary-tattoo dry electrode system for sleep staging analysis was designed, implemented and tested.

Main results: EMG, EOG and EEG were successfully recorded using a wireless system. Stable recordings were achieved both at a hospital environment and a home setting. Sleep monitoring during a 6 h session shows clear differentiation of sleep stages.

Significance: The new system has great potential in monitoring sleep disorders in the home environment. Specifically, it may allow the identification of disorders associated with neurological disorders such as rapid eye movement (REM) sleep behavior disorder.

使用临时纹身EEG、EOG和EMG电极阵列进行家庭睡眠监测:可行性研究。
目的:昼夜节律和睡眠功能障碍长期以来一直是各种破坏性神经退行性疾病的症状标志。睡眠监测的黄金标准是在多导睡眠描记仪(PSG)实验室里过夜。然而,这种方法有一些局限性,如可用性、成本和劳动密集型。近年来,人们对通过可穿戴传感器进行家庭睡眠监测的兴趣日益浓厚。我们的目标是展示印刷电极技术作为睡眠监测的新平台的使用。方法:印刷电极阵列在可穿戴电生理学领域提供了令人兴奋的机会。特别是,柔软的电极可以整齐地贴合佩戴者的皮肤,方便用户使用和稳定的记录。因此,柔软的皮肤粘合剂非凝胶基电极提供了一个独特的机会,将脑电图(EEG)、肌电图(EMG)、眼电图(EOG)和面部肌电图功能结合起来,在舒适的非实验室环境中捕捉神经和运动功能。本研究设计、实现并测试了用于睡眠分期分析的临时纹身干电极系统。主要结果:采用无线系统成功记录肌电、眼电、脑电图。在医院环境和家庭环境中均获得了稳定的记录。6小时的睡眠监测显示出明显的睡眠阶段分化。意义:新系统在家庭环境中监测睡眠障碍方面具有很大的潜力。具体来说,它可能允许识别与神经系统疾病相关的疾病,如快速眼动(REM)睡眠行为障碍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of neural engineering
Journal of neural engineering 工程技术-工程:生物医学
CiteScore
7.80
自引率
12.50%
发文量
319
审稿时长
4.2 months
期刊介绍: The goal of Journal of Neural Engineering (JNE) is to act as a forum for the interdisciplinary field of neural engineering where neuroscientists, neurobiologists and engineers can publish their work in one periodical that bridges the gap between neuroscience and engineering. The journal publishes articles in the field of neural engineering at the molecular, cellular and systems levels. The scope of the journal encompasses experimental, computational, theoretical, clinical and applied aspects of: Innovative neurotechnology; Brain-machine (computer) interface; Neural interfacing; Bioelectronic medicines; Neuromodulation; Neural prostheses; Neural control; Neuro-rehabilitation; Neurorobotics; Optical neural engineering; Neural circuits: artificial & biological; Neuromorphic engineering; Neural tissue regeneration; Neural signal processing; Theoretical and computational neuroscience; Systems neuroscience; Translational neuroscience; Neuroimaging.
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