EEG-based headset sleep wearable devices

Karmen Markov, Mohamed Elgendi, Carlo Menon
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Abstract

The rise of wearable technology has led to EEG-based sleep monitoring devices that use electrodes placed on the forehead, ear, or neck. These devices offer promising applications in clinical and healthy populations by comparing sleep patterns, monitoring intervention responses, and examining the relationship between sleep and lifestyle factors. Despite their potential, challenges like validation against polysomnography, regulatory hurdles, data privacy, and usability hinder clinical adoption. This review explores these devices, their applications, and integration challenges in clinical practice.

Abstract Image

基于脑电图的头戴式睡眠可穿戴设备
可穿戴技术的兴起催生了基于脑电图的睡眠监测设备,这些设备使用放置在前额、耳朵或颈部的电极。通过比较睡眠模式、监测干预反应以及研究睡眠与生活方式因素之间的关系,这些设备在临床和健康人群中的应用前景广阔。尽管这些设备很有潜力,但与多导睡眠图的验证、监管障碍、数据隐私和可用性等挑战阻碍了它们在临床上的应用。本综述将探讨这些设备及其应用,以及在临床实践中的整合挑战。
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