使用手机监测睡眠呼吸暂停

S. Alqassim, M. Ganesh, Shaheen Khoja, M. Zaidi, F. Aloul, A. Sagahyroon
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引用次数: 58

摘要

阻塞性睡眠呼吸暂停(OSA)是一种睡眠障碍,其特征是睡眠中反复减少气流。在本文中,我们讨论了在多个平台(Windows和Android)上开发的一个用户友好的移动应用程序的设计和实现,该应用程序使用智能手机的内置传感器来监测和检测睡眠呼吸暂停症状。这款名为“睡眠呼吸暂停监测器”(SAM)的应用程序的目的是让用户在继续进行更昂贵和更高级的睡眠测试之前,了解自己是否可能患有睡眠呼吸暂停。此外,SAM为医生和睡眠专家提供了远程访问患者记录的机会,并允许他们确认他们的初步诊断。该应用程序测量的参数是呼吸模式和运动模式,分别使用内置麦克风和加速度计记录。记录的数据被发送到服务器进行分析,以便诊断患者,并保持对睡眠呼吸暂停模式区域的地理研究。该应用程序在阿联酋的许多用户中成功进行了测试。该系统诊断并报告用户睡眠呼吸暂停的程度。此外,医生可以通过该网站远程监控用户,该网站与谷歌地图(Google Maps)相连,以跟踪用户的位置,并跟踪他们的分析记录。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sleep Apnea Monitoring using mobile phones
Obstructive Sleep Apnea (OSA) is a sleeping disorder characterized by the repetitive reduction of airflow during sleep. In this paper, we discuss the design and implementation of a user-friendly mobile application developed on multiple platforms (Windows and Android) to monitor and detect symptoms of sleep apnea using the smart phone's built-in sensors. The purpose of the application, Sleep Apnea Monitor (SAM), is to allow users to get a sense of whether or not they are likely to have sleep apnea, before continuing with more expensive and advanced sleep tests. In addition, SAM provides doctors and sleep specialists with remote access to patients' records and allows them to confirm their initial diagnosis. The parameters measured by this application are breathing patterns and movement patterns, which are recorded respectively using the built-in microphone and accelerometer. The recorded data is sent to a server for analysis in order to diagnose patients and maintain geographical studies of areas with sleep apnea patterns. The application is successfully tested among a number of users in the UAE. The system diagnoses and reports the level of the user's sleep apnea. In addition, doctors can remotely monitor users through the website, which is interfaced with Google Maps to keep track of user locations, and keep track of their analysed records.
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