• DocumentCode
    2874458
  • Title

    Classification of dementia with ANN using multiple variable

  • Author

    Ozic, Muhammet Usame ; Ozbay, Yuksel ; Ekmekci, Ahmet Hakan

  • Author_Institution
    Elektrik-Elektron. Muhendisligi Bolumu, Selcuk Univ., Konya, Turkey
  • fYear
    2015
  • fDate
    16-19 May 2015
  • Firstpage
    2199
  • Lastpage
    2202
  • Abstract
    Dementia is a stage that identifies all of the symptoms that led to the weakening of multiple cognitive functions. It is usually expressed as “bunama” among people. Dementia is not a disease itself is known as a transition period that defines the initial stages of many diseases. Proportional change in mental function of many variables that influence causes our body causing this stage, textural and volume losses which may occur in the brain, the person may be counted as demographic and clinical variables. Prediction of disease with a combination of variables is one of the popular sizes in recent topics in the literature. In this study received the demented patients from Open Access Series of Imaging Studies (OASIS) database structural magnetic resonance (MR) imaging features and use in combination with the demographic data of the patients was investigated in artificial neural networks classification performance.
  • Keywords
    biomedical MRI; brain; cognition; diseases; image classification; medical disorders; neural nets; neurophysiology; visual databases; ANN; MR imaging features; OASIS database; Open Access Series of Imaging Studies database; artificial neural networks classification performance; brain; bunama; clinical variables; cognitive functions; demented patients; dementia classification; demographic data; demographic variables; mental function; structural magnetic resonance imaging features; textural losses; transition period; volume losses; Artificial neural networks; Dementia; Magnetic resonance imaging; Open Access; ANN; Dementia; MR; Multiple Variable; OASIS;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2015 23th
  • Conference_Location
    Malatya
  • Type

    conf

  • DOI
    10.1109/SIU.2015.7130311
  • Filename
    7130311