• DocumentCode
    3700761
  • Title

    Tools for ultrasonic diagnostic image classification

  • Author

    Roman V. Byvalkevich;Serhii P. Radchenko;Olexandr O. Sudakov

  • Author_Institution
    Faculty of Radiophysics, Electronics and Computer Systems of Taras Shevchenko National University of Kyiv, acad. Glushkov ave., 4g, Kyiv, Ukraine, 03127
  • Volume
    2
  • fYear
    2015
  • Firstpage
    977
  • Lastpage
    981
  • Abstract
    Classification tool based on the Kohonen artificial neural network was designed and implemented. The tool attended to be used at high performance computing clusters and distributed systems like computing Grids. Proposed tools were applied to classification of ultrasonic medical diagnostic data. Testing of the classifying system showed more than 90% recognition accuracy for certain diagnoses.
  • Keywords
    "Neurons","Acoustics","Glands","Algorithm design and analysis","Feature extraction","Distributed databases","Classification algorithms"
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2015 IEEE 8th International Conference on
  • Print_ISBN
    978-1-4673-8359-2
  • Type

    conf

  • DOI
    10.1109/IDAACS.2015.7341450
  • Filename
    7341450
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3700761