slugAnalysis of Lung cancer images using Neural Networks
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 5
Abstract
Among all the cancer types, lung cancer has been proved to be the dangerous one. It is because of the absence of symptoms even in the advanced stages of the disease. And the symptoms start appearing in the final stages of the cancer, thus making it hard to treat. In this paper, lung cancer detection by both visual means and neural networks are proposed. The X-ray images of Chest AP(Anterior Posterior) are analyzed using various image processing techniques for enhancement and edge detection.With the data set acquired, neural network architecture is created and trainedfor detecting whether the abnormality is benign or malignant.
Authors and Affiliations
Yogesh Raj S, Prasath R, Rajini G K
Keywords
Related Articles
- EP ID EP18004
- DOI -
- Views 305
- Downloads 11
A Hybrid Technique for creating classification model using Random Committee and Voted Perceptron Classifier
Various researchers were experimenting with various manual or automated data sets, sometimes we found that due to high error rate various classification tasks of data mining lands into failure zone. This paper tries to...
Air Conditioning System in Car Using Thermoelectric Effect
in present scenario, hvac system (commonly used in the air conditioners) is very efficient and reliable but it has some demerits. It uses refrigerants like freon, ammonia, etc. Due to the use of such refrigerants maximu...
A Review on Effect of Process Parameters on Electric Discharge Machining
The Electric discharge machining (EDM) is one of the most common and most accepted non traditional machining processes used. It is a electro-thermal process and is based on the eroding effect of an electric spark on bot...
Decentralized Access Control Data Storage Authentication in Clouds
In this paper, we propose the safe information stockpiling in mists for another decentralized access. The cloud checks the genuineness of the arrangement without knowing the client's personality in the proposed plan. Ou...
Study of Mechanical Characteristics on Hybrid Composites Using Sisal Fiber and Banana Fiber
Fiber reinforced polymer composites have a wide variety of applications as a class of structural materials because of their advantages such as ease of manufacturing, comparatively minimum cost of production & greater st...