Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chan, Hsiao-Lung | en_US |
dc.contributor.author | Tsai, Yu-Tai | en_US |
dc.contributor.author | Chang, Bao-Luen | en_US |
dc.contributor.author | Wu, Tony | en_US |
dc.contributor.author | Lee, Shih-Tseng | en_US |
dc.contributor.author | Lin, Bor-Shyh | en_US |
dc.contributor.author | Chao, Pei-Kuang | en_US |
dc.date.accessioned | 2017-04-21T06:48:33Z | - |
dc.date.available | 2017-04-21T06:48:33Z | - |
dc.date.issued | 2012 | en_US |
dc.identifier.isbn | 978-3-642-23507-8 | en_US |
dc.identifier.issn | 1680-0737 | en_US |
dc.identifier.uri | http://hdl.handle.net/11536/134741 | - |
dc.description.abstract | Distinguishing epileptic spikes from non-spike waves is commonly performed by matching morphological data to predefined spike patterns, which is limited by the waveform variety appeared in epileptic spikes. This paper proposes an unsupervised method to detecting and classifying spikes in the reconstructed phase space. The spikes detected by adaptive energy threshold are transformed to two-dimensional phase space trajectories and are then quantified by the major trajectory radius curves. These curves serve as specific features to classify the detected spikes. Our results showed that the topological mapping of the classified spikes could be potential for finding the locations of epileptic foci. | en_US |
dc.language.iso | en_US | en_US |
dc.subject | Electroencephalogram | en_US |
dc.subject | epileptic focus | en_US |
dc.subject | spike detection | en_US |
dc.subject | spike classification | en_US |
dc.subject | phase space reconstruction | en_US |
dc.title | Detection of Intracranial Electroencephalogram Spikes by Phase Space Reconstruction | en_US |
dc.type | Proceedings Paper | en_US |
dc.identifier.journal | 5TH EUROPEAN CONFERENCE OF THE INTERNATIONAL FEDERATION FOR MEDICAL AND BIOLOGICAL ENGINEERING, PTS 1 AND 2 | en_US |
dc.citation.volume | 37 | en_US |
dc.citation.spage | 150 | en_US |
dc.citation.epage | + | en_US |
dc.contributor.department | 影像與生醫光電研究所 | zh_TW |
dc.contributor.department | Institute of Imaging and Biomedical Photonics | en_US |
dc.identifier.wosnumber | WOS:000310938200040 | en_US |
dc.citation.woscount | 0 | en_US |
Appears in Collections: | Conferences Paper |