Automatic sleep stage classification GUI with a portable EEG device

Chih Sheng Huang, Chun Ling Lin, Li-Wei Ko*, Yu Kai Wang, Jyun Wei Liang, Chin Teng Lin

*Corresponding author for this work

研究成果: Conference contribution同行評審

1 引文 斯高帕斯(Scopus)

摘要

In this study, a developed automatic sleep stage classification system with a portable EEG recording device, (Mindo-4s) is implemented by JAVA-based sleep graphical user interface (GUI) in android platform. First, the parameters of the developed sleep stage classification system, including extracting effective sleep features and a hierarchical classification structure consisting of preliminary wake detection rule, adaptive adjustment scheme, and support vector machine, were trained by our existing sleep database, which collected using polysomnogram (PSG), in MATLAB program. Finally, this classification system would be reedited by JAVA language, and the corresponding JAVA-based sleep GUI software was working in android platform and Mindo-4s. The connection between JAVA-based sleep GUI software and the portable Mindo-4s was through Bluetooth communication. The performance of this JAVA-based sleep GUI can reach 72.43% average accuracy comparing to the result from manual scoring. This JAVA-based sleep GUI can on-line display, record and analyze the forehead EEG signals simultaneously. After sleep, the user can received a complete sleep report, including sleep efficiency, sleep stage distribution, from JAVA-based sleep GUI. Thus, this system can provide a preliminary result in sleep quality estimation, and help the sleep doctor to decide someone needs to have a complete PSG testing in hospital. Using this system is more convenient for long-term and home-based daily caring than traditional PSG measurement.

原文English
主出版物標題HCI International 2013 - Posters' Extended Abstracts - International Conference, HCI International 2013, Proceedings
發行者Springer Verlag
頁面613-617
頁數5
版本PART I
ISBN(列印)9783642394720
DOIs
出版狀態Published - 1 一月 2013
事件15th International Conference on Human-Computer Interaction, HCI International 2013 - Las Vegas, NV, United States
持續時間: 21 七月 201326 七月 2013

出版系列

名字Communications in Computer and Information Science
號碼PART I
373
ISSN(列印)1865-0929

Conference

Conference15th International Conference on Human-Computer Interaction, HCI International 2013
國家United States
城市Las Vegas, NV
期間21/07/1326/07/13

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