Title :
Radon transform processed neural network for lung X-ray image based diagnosis
Author :
Sharma, Chethan ; Basheer, Shafeena ; Francis, Anish ; Jayakrishna, V.
Author_Institution :
Dept. of CSE, Christ Univ., Bangalore, India
Abstract :
A novel method for image diagnosis with artificial learning is presented-ray images tuberculosis patients is subjected to neural network learning for prediction of diagnosis. The X-ray images of lungs are normally difficult for diagnosis, since its similarity to lung cancer. Under and over diagnosis of lung X-ray images is a difficult medical problem to resolve. In the present work radon transform of the x-ray images is fed to back propagation neural network trained with Levenberg algorithm. The present methodology gives sharp results, distincting the normal and abnormal images.
Keywords :
Radon transforms; backpropagation; diagnostic radiography; medical image processing; neural nets; patient diagnosis; Levenberg algorithm; Radon transform processed neural network; artificial learning; back propagation neural network; lung X-ray image based diagnosis; neural network learning; tuberculosis patients; Biological neural networks; Cancer; Lungs; Neurons; Transforms; X-ray imaging; neural network; radon transform;
Conference_Titel :
Convergence of Technology (I2CT), 2014 International Conference for
Print_ISBN :
978-1-4799-3758-5
DOI :
10.1109/I2CT.2014.7092284