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
Link To Document :
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