Evaluating the sleep quality using multiscale entropy analysis

Chih En Kuo, Sheng Fu Liang, Yu Hsuan Shih, Fu Zen Shaw

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

Sleep diseases, such as insomnia and obstructive sleep apnea, seriously affect patients’ quality of life. For diagnosis, polysomnographic (PSG) recordings are most usually taken to evaluate the sleep quality and efficiency. However, the large amount of wires connections for conventional PSG often cause sleep interference and not self-applicable. In this study, a complexity-measure-based method for evaluating the sleep quality was proposed. We utilize multiscale entropy (MSE) to analyze the 32 all-night sleep polysomnographic (PSG) recordings from 32 adults. The range of the subjects’ sleep efficiency was from 56% to 97%. Half of the subjects’ sleep efficiencies were equal or higher than to 85% (good sleep) and the other half were lower than 85% (poor sleep). The result shows that the averaged MSE values of poor sleep efficiency group are higher than good sleep efficiency group in each scale factor. This means that the complexity of sleep EEG of poor sleep efficiency group is higher than good sleep efficiency group. This finding may be used to quickly distinguish the subject’ sleep efficiency is good or poor.

原文English
主出版物標題1st Global Conference on Biomedical Engineering and 9th Asian-Pacific Conference on Medical and Biological Engineering
編輯Fong-Chin Su, Ming-Long Yeh, Shyh-Hau Wang
發行者Springer Verlag
頁面166-169
頁數4
ISBN(電子)9783319122618
出版狀態Published - 2015
事件1st Global Conference on Biomedical Engineering, GCBME 2014 and 9th Asian-Pacific Conference on Medical and Biological Engineering, APCMBE 2014 - Tainan, Taiwan
持續時間: 2014 10月 92014 10月 12

出版系列

名字IFMBE Proceedings
47
ISSN(列印)1680-0737
ISSN(電子)1433-9277

Other

Other1st Global Conference on Biomedical Engineering, GCBME 2014 and 9th Asian-Pacific Conference on Medical and Biological Engineering, APCMBE 2014
國家/地區Taiwan
城市Tainan
期間14-10-0914-10-12

All Science Journal Classification (ASJC) codes

  • 生物工程
  • 生物醫學工程

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