Detection of lung cancer tumor in its early stages using image processing techniques
| Author(s) | : | Dongare Vijaykumar, Kadam Suraj, Bakhale Tushar, Dhalpe Somnath |
| Institution | : | D. Y. Patil College of Engineering, Ambi, Pune, Maharashtra, India |
| Published In | : | Vol. 4, Issue 5 — May 2017 |
| Page No. | : | 760-766 |
| Domain | : | Engineering |
| Type | : | Research Paper |
| ISSN (Online) | : | 2348-4470 |
| ISSN (Print) | : | 2348-6406 |
Lung Cancer is a Disease of uncontrolled cell growth in tissues of the lung. Discovery of Lung Cancer in itsinitial stage is the key of its treatment. Medical problems are often in each person. Cancer is one of the mostunpredictable diseases a human can ever had. The Disease like lung cancer is very difficult to detect in its early stages.In numerous parts of the world far reaching screening by MRI is not yet realistic, so that midsection radiology stays instarting and most basic system. Important to discover the abnormality issues in target CT images, particularly in variouscancer tumors such as lung cancer, Image quality and accuracy is the core factors of this research, image qualityassessment as well as improvement are depending on the amplification stage where low pre-processing techniques, suchas Lung Field Segmentation using watershed algorithm, Data Processing, Feature Extraction, Genetic AlgorithmClassification utilizing neural system and SVMs are discussed in detail. This system provides more accurate results byusing various images enhancement and segmentation techniques on CT images.
Dongare Vijaykumar, Kadam Suraj, Bakhale Tushar, Dhalpe Somnath, “Detection of lung cancer tumor in its early stages using image processing techniques”, International Journal of Advance Engineering and Research Development (IJAERD), Vol. 4, Issue 5, pp. 760-766, May 2017.
