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Automated Segmentation of Brain Tumor Edema in FLAIR MRI Using Symmetry and Thresholding

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26220%2F13%3APU104543" target="_blank" >RIV/00216305:26220/13:PU104543 - isvavai.cz</a>

  • Alternative codes found

    RIV/68081731:_____/13:00397771

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Automated Segmentation of Brain Tumor Edema in FLAIR MRI Using Symmetry and Thresholding

  • Original language description

    Nowadays, the brain tumor detection and segmentation in MR images is a developing issue. There are many research teams producing different and interesting methods andalgorithms for this particular task of medical image processing. Many of them are semi-automatic, but the aim of current research, and of this work, is to find a fully automatic method. This paper focuses on the automatic edema segmentation in FLAIR images. his type of contrast images was selected because of the visibility and manifestationof edema in this image type. Since in axial plane of healthy brain, the approximate left-right symmetry exists, it is used as the prior knowledge for searching the approximate edema location. It is assumed that the edema is not located symmetrically inboth hemispheres, which is met in most cases. For the detection, the multi-resolution approach is used. Since the edemas manifest as a hyperintense area in FLAIR images, it is extracted using thresholding. For the automatic determination

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

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

  • Continuities

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

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    PIERS 2013 Stockholm Proceedings

  • ISBN

    978-1-934142-26-4

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    936-939

  • Publisher name

    Neuveden

  • Place of publication

    Stockholm

  • Event location

    Stockholm

  • Event date

    Aug 12, 2013

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article