DocumentCode :
3298443
Title :
The difference method: a way of detecting abnormalities in MRI images
Author :
Lee, Kwee Hiong
Author_Institution :
Dept. of Electr. Eng., Imperial Coll. of Sci., Technol. & Med., London, UK
Volume :
2
fYear :
1993
fDate :
25-29 Oct. 1993
Firstpage :
1227
Abstract :
As the two hemispheres of the human brain are quite similar, this symmetrical property can be used to detect abnormalities that occur in the human brain. This paper describes such an application using neural networks on MRI images of the human head. The absolute difference in intensity between pixels taken from symmetrical areas (difference method) are operated on by the neural network and any major differences among them are highlighted. The neural network is based on the principle of WISARD.
Keywords :
biomedical NMR; brain; medical diagnostic computing; medical image processing; neurophysiology; MRI images; WISARD; abnormality detection; difference method; human brain; image processing; multiple valued probabilitic logic node; neural networks; Biological neural networks; Biomedical imaging; Humans; Laboratories; Magnetic heads; Magnetic resonance imaging; Medical diagnostic imaging; Pixel; Probabilistic logic; Systems engineering and theory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
Type :
conf
DOI :
10.1109/IJCNN.1993.716766
Filename :
716766
Link To Document :
بازگشت