ResearchBib Share Your Research, Maximize Your Social Impacts
Sign for Notice Everyday Sign up >> Login

CLASSIFICATION OF SPECIFIC PATTERNS ALLUDING CANCER PRESENCE IN PROSTATIC MRI IMAGES

Journal: International Journal of Advanced Research in Engineering and Technology (IJARET) (Vol.9, No. 6)

Publication Date:

Authors : ; ;

Page : 111-119

Keywords : Gabor Transforms; Gabor Filters; Parameters To Tune Gabor Filter; MRI; Fuzzy C means; Back Propagation Neural Network.;

Source : Downloadexternal Find it from : Google Scholarexternal

Abstract

Several attempts in medical image processing have been made to detect physiological anomalies using various theoretical models .A standard imaginary of suspected regions of the body may have several types of anomalies corresponding to different causes. Detecting most specific ones bearing possibilities of cancer presence has continued to be a challenge. Neural network has been used for classification of images into cancerous and non cancerous types. In this paper we attempt to implement and classify Gabor filtered prostate MRI images using back propagation neural network for identifying tumorous and non tumorous images

Last modified: 2019-01-22 15:09:01