• DocumentCode
    2347052
  • Title

    On automation of brain CT image analysis

  • Author

    Paradowski, Mariusz ; Kwasnicka, Halina ; Tabakov, Martin ; Filarski, Jacek ; Sasiadek, Marek

  • Author_Institution
    Inst. of Inf., Wroclaw Univ. of Technol., Wroclaw
  • fYear
    2008
  • fDate
    20-22 Oct. 2008
  • Firstpage
    215
  • Lastpage
    220
  • Abstract
    During recent years a number of medical diagnosis support systems have been presented. Such systems are important from medical point of view, because they aid physicians in their daily work. Some of those systems, like Computed tomography support systems (CT) rely on image data analysis, making it an interesting research topic from pattern recognition point of view. The paper presents a practical realization of a medical support system, including segmentation, feature extraction and decision processes. Various techniques are used within the system: fuzzy logic, shape descriptors, classifiers and automatic image annotation framework. Series of 2D CT images are an input of the system. As a result, a patientpsilas diagnosis is presented.
  • Keywords
    brain; computerised tomography; decision support systems; feature extraction; fuzzy logic; image classification; image segmentation; medical image processing; neurophysiology; 2D CT image; automatic image annotation; brain computed tomography image analysis; feature extraction; fuzzy logic; image classifier; image data analysis; image segmentation; medical diagnostic decision support system; pattern recognition; shape descriptor; Automation; Biomedical imaging; Computed tomography; Data analysis; Feature extraction; Image analysis; Image segmentation; Medical diagnosis; Medical diagnostic imaging; Pattern recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Technology, 2008. IMCSIT 2008. International Multiconference on
  • Conference_Location
    Wisia
  • Print_ISBN
    978-83-60810-14-9
  • Type

    conf

  • DOI
    10.1109/IMCSIT.2008.4747242
  • Filename
    4747242