Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/22840
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Christodoulou, Christodoulos | - |
dc.contributor.author | Loizou, Christos P. | - |
dc.contributor.author | Pattichis, Constantinos S. | - |
dc.contributor.author | Pantziaris, Marios | - |
dc.contributor.author | Kyriacou, Efthyvoulos C. | - |
dc.contributor.author | Pattichis, Marios S. | - |
dc.contributor.author | Schizas, Christos N. | - |
dc.contributor.author | Nicolaides, Andrew N. | - |
dc.date.accessioned | 2021-08-09T05:52:03Z | - |
dc.date.available | 2021-08-09T05:52:03Z | - |
dc.date.issued | 2003-01-06 | - |
dc.identifier.citation | Second Joint 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society, Engineering in Medicine and Biology, 2002, 23-26 October , Houston, TX, USA | en_US |
dc.identifier.isbn | 0-7803-7612-9 | - |
dc.identifier.uri | https://hdl.handle.net/20.500.14279/22840 | - |
dc.description.abstract | The main objective of this paper is to evaluate the classification performance of de-speckle filtering on ultrasound imaging of the carotid atherosclerotic plaque. The following procedure was investigated on 230 images (recorded from 115 symptomatic, and 115 asymptomatic subjects): (i) six different de-speckle filters were used based on first order and higher order local statistics, anisotropic diffusion, and geometric properties; (ii) nine different texture feature sets were extracted, and (iii) the k-nearest neighbor classifier was used to classify a plaque as symptomatic or asymptomatic. The de-speckle filters based on higher order statistics, anisotropic speckle diffusion, and geometric properties gave a slightly higher percentage of correct classifications score than the original images. | en_US |
dc.format | en_US | |
dc.language.iso | en | en_US |
dc.subject | De-speckle filtering | en_US |
dc.subject | Texture analysis | en_US |
dc.subject | Carotid plaque | en_US |
dc.title | De-speckle filtering in ultrasound imaging of the carotid artery | en_US |
dc.type | Conference Papers | en_US |
dc.collaboration | Cyprus Institute of Neurology and Genetics | en_US |
dc.collaboration | Intercollege | en_US |
dc.collaboration | University of Cyprus | en_US |
dc.collaboration | University of New Mexico | en_US |
dc.subject.category | Medical Engineering | en_US |
dc.country | Cyprus | en_US |
dc.subject.field | Engineering and Technology | en_US |
dc.publication | Peer Reviewed | en_US |
dc.relation.conference | Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society | en_US |
dc.identifier.doi | 10.1109/IEMBS.2002.1106259 | en_US |
dc.identifier.scopus | 2-s2.0-0036906668 | - |
dc.identifier.url | https://api.elsevier.com/content/abstract/scopus_id/0036906668 | - |
cut.common.academicyear | 2002-2003 | en_US |
item.fulltext | No Fulltext | - |
item.languageiso639-1 | en | - |
item.grantfulltext | none | - |
item.openairecristype | http://purl.org/coar/resource_type/c_c94f | - |
item.cerifentitytype | Publications | - |
item.openairetype | conferenceObject | - |
crisitem.author.dept | Department of Electrical Engineering, Computer Engineering and Informatics | - |
crisitem.author.dept | Department of Electrical Engineering, Computer Engineering and Informatics | - |
crisitem.author.faculty | Faculty of Engineering and Technology | - |
crisitem.author.faculty | Faculty of Engineering and Technology | - |
crisitem.author.orcid | 0000-0003-1247-8573 | - |
crisitem.author.orcid | 0000-0002-4589-519X | - |
crisitem.author.parentorg | Faculty of Engineering and Technology | - |
crisitem.author.parentorg | Faculty of Engineering and Technology | - |
Appears in Collections: | Δημοσιεύσεις σε συνέδρια /Conference papers or poster or presentation |
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