• DocumentCode
    465850
  • Title

    Fuzzy Ultrasonic System Design in Medicine

  • Author

    Hata, Yutaka ; Endo, Maki ; Iseri, Kensuke ; Kobashi, Syoji ; Kondo, Katsuya

  • Author_Institution
    Univ. of Hyogo, Hyogo
  • Volume
    2
  • fYear
    2006
  • fDate
    8-11 Oct. 2006
  • Firstpage
    1764
  • Lastpage
    1769
  • Abstract
    This paper describes a design method for fuzzy ultrasonic medical system and its applications. First, we describe a design method for manipulating features of ultrasonic data. Second we apply this design method to the system identifying a surface roughness. A fuzzy inference system is designed with the average of amplitudes and the standard derivation of the echo duration for the learning waves. The system identifies the degree of roughness: one of smooth, medium and rough. In the experiments on phantoms, it has successfully identified their surface roughness. Third, we apply this design method to an location system for the screw hole position of the intramedullary nail in a bone. The screw hole position is determined by applying the fuzzy inference system. As the results, the accuracy can guarantee the clinical practice usage.
  • Keywords
    data handling; fuzzy systems; inference mechanisms; medical computing; echo duration; fuzzy inference system; fuzzy ultrasonic medical system; learning waves; screw hole position; surface roughness; ultrasonic data manipulation; Acoustic reflection; Biomedical imaging; Bones; Design methodology; Fuzzy logic; Fuzzy systems; Imaging phantoms; Nails; Rough surfaces; Surface roughness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    1-4244-0099-6
  • Electronic_ISBN
    1-4244-0100-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2006.384975
  • Filename
    4274109