An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19240%2F17%3AA0000154" target="_blank" >RIV/47813059:19240/17:A0000154 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1109/ICENCO.2017.8289766" target="_blank" >http://dx.doi.org/10.1109/ICENCO.2017.8289766</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/ICENCO.2017.8289766" target="_blank" >10.1109/ICENCO.2017.8289766</a>

Jazyk výsledku

angličtina

Název v původním jazyce

An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

An investigation of key features of atherosclerotic plaques on B-images in comparison with histological patterns to ischemic stroke prediction

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: Centrum excelence IT4Innovations</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2017 13TH INTERNATIONAL COMPUTER ENGINEERING CONFERENCE (ICENCO)

ISBN

9781538642665

ISSN

—

e-ISSN

—

Počet stran výsledku

6

Strana od-do

73-78

Název nakladatele

IEEE

Místo vydání

New York

Místo konání akce

Cairo; Egypt

Datum konání akce

1. 1. 2017

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000426982100014