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
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