EEG data compression to monitor DoA in telemedicine
Article
Article Title | EEG data compression to monitor DoA in telemedicine |
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ERA Journal ID | 124064 |
Article Category | Article |
Authors | Palendeng, Mario E. (Author), Zhang, Qing (Author), Pang, Chaoyi (Author) and Li, Yan (Author) |
Editors | Maeder, Anthony J. and Martin-Sanchez, Fernando J. |
Journal Title | Studies in Health Technology and Informatics |
Journal Citation | 178, pp. 163-8 |
Number of Pages | 6 |
Year | 2012 |
Place of Publication | Amsterdam, Netherlands |
ISSN | 0926-9630 |
1879-8365 | |
Digital Object Identifier (DOI) | https://doi.org/10.3233/978-1-61499-078-9-163 |
Web Address (URL) | http://booksonline.iospress.nl/Content/View.aspx?piid=31048 |
Abstract | Data compression techniques have been widely used to process and transmit huge amount of EEG data in real-time and remote EEG signal processing systems. In this paper we propose a lossy compression technique, F-shift, to compress EEG signals for remote depth of Anaesthesia (DoA) monitoring. Compared with traditional wavelet compression techniques, our method not only preserves valuable clinical information with high compression ratios, but also reduces high frequency noises in EEG signals. Moreover, our method has negligible compression overheads (less than 0.1 seconds), which can greatly benefit real-time EEG signal monitoring systems. Our extensive experiments demonstrate the efficiency and effectiveness of the proposed compression method. |
Keywords | EEG data compression; depth of anaesthesia; telemedicine |
ANZSRC Field of Research 2020 | 420399. Health services and systems not elsewhere classified |
320201. Anaesthesiology | |
461305. Data structures and algorithms | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | Department of Electrical, Electronic and Computer Engineering |
Australian e-Health Research Centre, Australia | |
Department of Mathematics and Computing | |
Event | 20th Australian National Health Informatics Conference (HIC 2012): Health Informatics: Building a Healthcare Future Through Trusted Information |
Health Informatics Conference | |
Institution of Origin | University of Southern Queensland |
ISBN | 9781614990772 |
Event Details | 20th Australian National Health Informatics Conference (HIC 2012): Health Informatics: Building a Healthcare Future Through Trusted Information Event Date 30 Jul 2012 to end of 02 Aug 2012 Event Location Sydney, Australia Rank C C C |
Event Details | Health Informatics Conference HIC Rank C C C C C C C C C C C C |
https://research.usq.edu.au/item/q1841/eeg-data-compression-to-monitor-doa-in-telemedicine
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