Lung cancer detection using image processing techniques
- Title
- Lung cancer detection using image processing techniques
- Creator
- Sindhu Priya S.; Ramamurthy B.
- Description
- Lung cancer is one of the hazardous disease which leads to high death rates in the world. A cancer is an irregular growth of cells that can be characteristically derived from a single irregular cell and that may spread to whole part of the lung. So, it is necessary to find it at the earlier stages and take basic steps to cure.CT scan is one of the sensitive method used in the medical field for treating the patients. The quality of the image is very important for detection of lung cancer. Pre-processing of an image is a necessary process, as there is a difficulty in detecting cancer cells in an image due to the presence of noise and low-quality of images. To reduce the volume of these problems, diagnosis of lung cancer steps like image enhancement, image segmentation, feature extraction methods can be used. For processing and implementation of these methods Matlab tool has been used. This paper focuses on improving the quality of image and to optimise the work. Implementation is done using image processing toolbox that is available in Matlab tool.The whole idea of this research is to show the improved work in the existing system and to get more agreeable results. RJPT All right reserved.
- Source
- Research Journal of Pharmacy and Technology, Vol-11, No. 5, pp. 2045-2049.
- Date
- 2018-01-01
- Publisher
- Research Journal of Pharmacy and Technology
- Subject
- Binarization Approach (BA); Feature Extraction; Gabor Filter (GF); MRI Images; Thresholding Approach (TA)
- Coverage
- Sindhu Priya S., Department of Computer Science, Christ (Deemed to be university), Hosur Road, Bengaluru, India; Ramamurthy B., Department of Computer Science, Christ (Deemed to be university), Hosur Road, Bengaluru, India
- Rights
- Restricted Access
- Relation
- ISSN: 9743618
- Format
- Online
- Language
- English
- Type
- Article
Collection
Citation
Sindhu Priya S.; Ramamurthy B., “Lung cancer detection using image processing techniques,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/16979.