DocumentCode
2040654
Title
A method to extract liver tumors in CT images using genetic algorithms and neural networks
Author
Ohta, E. ; Mitsukura, Yasue ; Fukumi, Minoru
Author_Institution
Univ. of Tokushima
Volume
2
fYear
2001
fDate
2001
Firstpage
801
Abstract
Organ illness discovery in which medical image analysis can be used has been researched actively. Though such research proceeds through the extraction of pulmonary tumors, there is little research on the extraction of liver tumors. This is because there is no difference in the concentrated value in the liver CT image of a healthy part and parts with a tumor. An extraction method of such liver tumors is proposed. Furthermore, in order to demonstrate the effectiveness of the proposed scheme, we show a simulation example, using real CT image data
Keywords
computerised tomography; feature extraction; genetic algorithms; liver; medical image processing; neural nets; tumours; genetic algorithms; liver CT image; liver tumor extraction; neural networks; simulation; Computed tomography; Data mining; Genetic algorithms; Intelligent networks; Liver neoplasms; Magnetic resonance imaging; Medical treatment; Neural networks; Optical imaging; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 2001 IEEE International Conference on
Conference_Location
Tucson, AZ
ISSN
1062-922X
Print_ISBN
0-7803-7087-2
Type
conf
DOI
10.1109/ICSMC.2001.973013
Filename
973013
Link To Document