Automated Wireless and Portable Measurement of Apnea-Hypopnea Index on Adult Patients With Obstructive Sleep Apnea Using Counter Based Algorithm

R. Pellegrino, Robert Brandan Lim, Amiel Nico G. Loceo
{"title":"Automated Wireless and Portable Measurement of Apnea-Hypopnea Index on Adult Patients With Obstructive Sleep Apnea Using Counter Based Algorithm","authors":"R. Pellegrino, Robert Brandan Lim, Amiel Nico G. Loceo","doi":"10.1109/HNICEM51456.2020.9400005","DOIUrl":null,"url":null,"abstract":"Obstructive Sleep Apnea (OSA) is a condition characterized by repetitive obstruction of the upper airway which results in oxygen saturation. Arousals or disturbance from sleep have been increasingly recognized as a serious health issue across the globe which can then about 7 percent for adult men and 5 percent for adult women in a general populace. OSA disturbing the sleep can be classified as a serious risk factor for serious health illness such ass atrial fibrillation, hypertension, stroke, metabolic disorder, coronary artery disease and an excessive sleepiness. In order to assess OSA, there is a need for simplification of the machine used in monitoring sleep apnea as per doctor's advice. The standard device used to monitor sleep apnea is a Polysomnogram (PSG) that requires sleep technicians and sleep doctors. The standard PSG consists of multiple wires to monitor various vital signs. The discomfort from attached wires and unfamiliar place to sleep can lead to off results. To solve this, the researchers developed a simplified version of the standard device. The portable wireless device consists of the Raspberry Pi 3B+, Pulse Oximeter Sensor, Flex Sensor, Thermistor and Nasal Pressure Transducer to monitor nasal airflow, respiratory effort, and blood oxygen saturation levels for Obstructive Sleep Apnea diagnosis. Results from standard PSG and the device were compared using paired T-test with p-value of 0.43 and found that there is no significant difference between the two methods.","PeriodicalId":230810,"journal":{"name":"2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 12th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/HNICEM51456.2020.9400005","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Obstructive Sleep Apnea (OSA) is a condition characterized by repetitive obstruction of the upper airway which results in oxygen saturation. Arousals or disturbance from sleep have been increasingly recognized as a serious health issue across the globe which can then about 7 percent for adult men and 5 percent for adult women in a general populace. OSA disturbing the sleep can be classified as a serious risk factor for serious health illness such ass atrial fibrillation, hypertension, stroke, metabolic disorder, coronary artery disease and an excessive sleepiness. In order to assess OSA, there is a need for simplification of the machine used in monitoring sleep apnea as per doctor's advice. The standard device used to monitor sleep apnea is a Polysomnogram (PSG) that requires sleep technicians and sleep doctors. The standard PSG consists of multiple wires to monitor various vital signs. The discomfort from attached wires and unfamiliar place to sleep can lead to off results. To solve this, the researchers developed a simplified version of the standard device. The portable wireless device consists of the Raspberry Pi 3B+, Pulse Oximeter Sensor, Flex Sensor, Thermistor and Nasal Pressure Transducer to monitor nasal airflow, respiratory effort, and blood oxygen saturation levels for Obstructive Sleep Apnea diagnosis. Results from standard PSG and the device were compared using paired T-test with p-value of 0.43 and found that there is no significant difference between the two methods.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于计数器算法的成人阻塞性睡眠呼吸暂停患者呼吸暂停低通气指数的自动无线便携式测量
阻塞性睡眠呼吸暂停(OSA)是一种以反复阻塞上呼吸道导致氧饱和为特征的疾病。在全球范围内,越来越多的人认为睡眠觉醒或睡眠障碍是一个严重的健康问题,在普通人群中,成年男性和成年女性的患病率分别为7%和5%。OSA干扰睡眠可被归类为严重健康疾病的严重危险因素,如房颤、高血压、中风、代谢紊乱、冠状动脉疾病和过度嗜睡。为了评估阻塞性睡眠呼吸暂停,有必要按照医生的建议简化用于监测睡眠呼吸暂停的机器。用于监测睡眠呼吸暂停的标准设备是多导睡眠图(PSG),这需要睡眠技术人员和睡眠医生。标准PSG由多根导线组成,用于监测各种生命体征。电线连接带来的不适和不熟悉的睡觉地点可能会导致不好的结果。为了解决这个问题,研究人员开发了一个简化版的标准设备。该便携式无线设备由树莓派3B+、脉搏血氧计传感器、弯曲传感器、热敏电阻和鼻压力传感器组成,用于监测鼻腔气流、呼吸努力和血氧饱和度水平,用于阻塞性睡眠呼吸暂停诊断。采用配对t检验(p值为0.43)对标准PSG和仪器结果进行比较,发现两种方法无显著差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Virtual Reality Experience Promoting Accident-Free Educational Tour for Primary Level Students via WLAN Unity-Arduino Application Automated Wireless and Portable Measurement of Apnea-Hypopnea Index on Adult Patients With Obstructive Sleep Apnea Using Counter Based Algorithm Philippine License Plate Localization Using Genetic Algorithm and Feature Extraction Energy Management Trends for Sustainability in Agriculture Industry of the Philippines Operational Transconductance Amplifier Design Integration for MEMS Accelerometer Application in 65nm CMOS Technology
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1