Extraction of myocardial fibrosis using iterative active shape method
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F16%3A86099579" target="_blank" >RIV/61989100:27240/16:86099579 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-662-49381-6_67" target="_blank" >http://dx.doi.org/10.1007/978-3-662-49381-6_67</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-662-49381-6_67" target="_blank" >10.1007/978-3-662-49381-6_67</a>
Alternative languages
Result language
angličtina
Original language name
Extraction of myocardial fibrosis using iterative active shape method
Original language description
The article deals with complex analysis of myocardial fibrosis. In clinical practice, myocardial fibrosis is commonly examined by MRI. This kind of disease is commonly assessed by human eyes. There isn't any diagnostic software alternative for evaluation of myocardial fibrosis features. The proposed method partially solves this problem. The main intention is automatic extraction of fibrosis area. This area is represented by closed curve which reflects shape of analyzed object. At the beginning of algorithm, initial circle is set on the fibrosis area. In iterative steps, this circle adopts shape of pathologic lesion. Before execution of segmentation process it is needed to specify region of interest (RoI) and image preprocessing which comprises especially low pass filtration. Filtration process suppresses unwanted adjacent objects. This step is quite important because active shape method could spread out of fibrosis borders and resulting curve has wouldn't reflect real shape of myocardial fibrosis.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JC - Computer hardware and software
OECD FORD branch
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Result continuities
Project
<a href="/en/project/TG01010137" target="_blank" >TG01010137: PRE SEED Fund of VSB-Technical univerzity of Ostrava</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science. Volume 9621
ISBN
978-3-662-49380-9
ISSN
0302-9743
e-ISSN
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Number of pages
10
Pages from-to
698-707
Publisher name
Springer
Place of publication
Heidelberg
Event location
Danang
Event date
Mar 14, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000389380500067