Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults

Fonseca Pedro; Weysen Tim; Goelema Maaike S.; Most Els I. S.; Radha Mustafa; Scheurleer Charlotte Lunsingh; van den Heuvel Leonie; Aarts Ronald M.

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Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults

机译：与健康中年成年人的多瘤摄影相比，验证基于光学血小录的睡眠分期

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摘要

Study Objectives: To compare the accuracy of automatic sleep staging based on heart rate variability measured from photoplethysmography (PPG) combined with body movements measured with an accelerometer, with polysomnography (PSG) and actigraphy.

机译：研究目标：比较基于心率变异的自动睡眠分期的准确性，从光学仪测量（PPG）与使用加速度计测量的身体运动，具有多瘤（PSG）和Atighaphy。

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来源
《Sleep》 |2017年第7期|共10页
作者
Fonseca Pedro; Weysen Tim; Goelema Maaike S.; Most Els I. S.; Radha Mustafa; Scheurleer Charlotte Lunsingh; van den Heuvel Leonie; Aarts Ronald M.;
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作者单位

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

Philips Grp Innovat Res High Tech Campus 34 NL-5656 AE Eindhoven Netherlands;

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原文格式 PDF
正文语种 eng
中图分类人体生理学;
关键词
Photoplethysmography; sleep tracker; actigraphy; computerized analysis; heart rate variability; scoring; statistics;

机译：PhotopleThysMography;睡眠跟踪器;Actigraphy;计算机化分析;心率变异;得分;统计;

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专利

1. Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults [J] . Fonseca Pedro, Weysen Tim, Goelema Maaike S., Sleep . 2017,第7期

机译：与健康中年成年人的多瘤摄影相比，验证基于光学血小录的睡眠分期
2. Validation of the sleep assessment algorithm in the medical application Nightly and comparing it to polysomnography in 30 healthy individuals [J] . Wichniak A., Wierzbicka A., Gaczkowska A., Journal of sleep research . 2018,第S1期

机译：夜间验证医学应用中的睡眠评估算法，并将其与30个健康个体的多瘤创新
3. A validation study of three wearable sleep monitors against polysomnography in assessing sleep quality in healthy nurses in a tertiary hospital [J] . Lee C. P., Lim K. H. C., Tan E., Journal of sleep research . 2016,第Suppla1期

机译：一项针对多导睡眠图的三台可穿戴式睡眠监测器在三级医院健康护士中评估睡眠质量的有效性研究
4. Automatic SLEEP staging: From young adults to elderly patients using multi-class support vector machine [C] . Jacob Kempfner, Poul Jennum, Helge B. D. Sorensen, Annual International Conference of the IEEE Engineering in Medicine and Biology Society . 2013

机译：自动睡眠分期：从年轻的成年人到老年患者使用多级支持向量机
5. Unconstrained monitoring: Development of the NAPS sleep analysis system and its validation against clinical standards of polysomnography and actigraphy [D] . Mack, David C. 2008

机译：不受限制的监控：NAPS睡眠分析系统的开发以及针对多导睡眠图和肌动描记法临床标准的验证
6. The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging [O] . Pierrick J Arnal, Valentin Thorey, Eden Debellemaniere, 2020

机译：DREEEM HEAD带与多透视信号采集和睡眠暂存的多仪表相比
7. Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults [O] . Pedro Fonseca, Tim Weysen, Maaike S. Goelema, 2017

机译：与健康中年成年人的多瘤摄影相比，验证基于光学读数的睡眠分期
8. Comparison of Motionlogger Watch and Actiwatch Actigraphs to Polysomnography for Sleep/Wake Estimation in Healthy Young Adults [R] . Rupp, T. L., Balkin, T. J. 2011

机译：motionlogger手表和actiwatch actigraphs与多导睡眠图对健康青少年睡眠/觉醒估计的比较

Validation of Photoplethysmography-Based Sleep Staging Compared With Polysomnography in Healthy Middle-Aged Adults

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