Unsupervised Pathological Area Extraction Using 3D T2 and FLAIR MR Images

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68081731%3A_____%2F14%3A00435605" target="_blank" >RIV/68081731:_____/14:00435605 - isvavai.cz</a>

Alternative codes found

RIV/00216305:26220/14:PU110790

Result on the web

<a href="http://dx.doi.org/10.2478/msr-2014-0049" target="_blank" >http://dx.doi.org/10.2478/msr-2014-0049</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.2478/msr-2014-0049" target="_blank" >10.2478/msr-2014-0049</a>

Result language

angličtina

Original language name

Unsupervised Pathological Area Extraction Using 3D T2 and FLAIR MR Images

Original language description

This work deals with fully automated extraction of brain tumor and edema in 3D MR volumes. The goal of this work is the extraction of the whole pathological area using such an algorithm that does not require a human intervention. For the good visibilityof these kinds of tissues both T2-weighted and FLAIR images were used. The proposed method was tested on 80 MR volumes of publicly available BRATS database, which contains high and low grade gliomas, both real and simulated. The performance was evaluatedby Dice coefficient, where the results were differentiated between high and low grade and real and simulated gliomas. The method reached promising results for all of the combination of images: real high grade (0.73), real low grade (0.81), simulated high grade (0.81), simulated low grade (0.81).

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

FS - Medical facilities, apparatus and equipment

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2014

Confidentiality

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

Name of the periodical

Measurement Science Review

ISSN

1335-8871

e-ISSN

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Volume of the periodical

14

Issue of the periodical within the volume

6

Country of publishing house

SK - SLOVAKIA

Number of pages

8

Pages from-to

357-364

UT code for WoS article

000347956800009

EID of the result in the Scopus database

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