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@inproceedings{28648, author = {Blahuta, Jiří and Skácel, Jakub and Čermák, Petr}, address = {New York}, booktitle = {2017 13TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO)}, doi = {http://dx.doi.org/10.1109/ICENCO.2017.8289766}, keywords = {ultrasound; ischemic stroke; B-image; histological patterns; features image processing}, howpublished = {elektronická verze "online"}, language = {eng}, location = {New York}, isbn = {978-1-5386-4266-5}, pages = {73-78}, publisher = {IEEE}, title = {An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction}, year = {2017} }
TY - JOUR ID - 28648 AU - Blahuta, Jiří - Skácel, Jakub - Čermák, Petr PY - 2017 TI - An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction PB - IEEE CY - New York SN - 9781538642665 KW - ultrasound KW - ischemic stroke KW - B-image KW - histological patterns KW - features image processing N2 - This paper is focused on analysis of possible key features of atherosclerotic plaques displayed in B-images. There are two main aims: How to distinct normal and stenosis and how to compare stenosis in B-image in comparison with histological patterns. We have a set of B-images and corresponding histological patterns of atherosclerotic plaques which caused ischemic stroke. The goal of the paper is to investigate which features in B-images should be reliable and clear to distinct normal and stenosis and also which features could be compare with histological to determine ischemic stroke risk. There are some limitations in B-images such as complex structure and noise. Finding the reliable features is crucial step to create an expert system based on the analysis of these features. The output of the expert system should be set to probability of stenosis risk according to features of atherosclerotic plaque properties as rule base. The presented paper is a pilot study. ER -
BLAHUTA, Jiří, Jakub SKÁCEL and Petr ČERMÁK. An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction. Online. In \textit{2017 13TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO)}. New York: IEEE, 2017, p.~73-78. ISBN~978-1-5386-4266-5. Available from: https://dx.doi.org/10.1109/ICENCO.2017.8289766.
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