Abstract:
Lung cancer is one of the significant reasons for death among India. Many diagnosis and detection of lungs cancer has been done using various data analysis and classifica...Show MoreMetadata
Abstract:
Lung cancer is one of the significant reasons for death among India. Many diagnosis and detection of lungs cancer has been done using various data analysis and classification techniques. Since the cause of lung cancer stay obscure, prevention become impossible, thus early detection of tumor in lungs is the only way to cure lung cancer. Hence, lung cancer detection system using image processing and machine learning is used to classify the presence of lung cancer in a CT- images and blood samples. In spite of CT scan reports are more effective than Mammography, therefore patient CT scan images are categorized in normal and abnormal. The abnormal images are subjected to segmentation to focus on tumor portion. Classification done on features extracted from the images. The efficient method to detect the lung cancer and its stages successfully and also aim to have more accurate results by using SVM and Image Processing techniques.
Published in: 2018 International Conference on Current Trends towards Converging Technologies (ICCTCT)
Date of Conference: 01-03 March 2018
Date Added to IEEE Xplore: 29 November 2018
ISBN Information:
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- IEEE Keywords
- Index Terms
- Machine Learning ,
- Lung Cancer ,
- Image Processing ,
- Lung Cancer Screening ,
- Image Machine ,
- Machine Learning Healthcare ,
- Blood Samples ,
- Computed Tomography ,
- Support Vector Machine ,
- Imaging Abnormalities ,
- Cause Of Lung Cancer ,
- Computed Tomography Scan Images ,
- Magnetic Resonance Imaging ,
- Learning Algorithms ,
- Denoising ,
- Linear Equation ,
- Cancer Stage ,
- Input Image ,
- Replica ,
- Support Vector Machine Classifier ,
- Image Processing Algorithms ,
- Median Filter ,
- Client-side ,
- Grayscale Images ,
- Hyperplane
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Machine Learning ,
- Lung Cancer ,
- Image Processing ,
- Lung Cancer Screening ,
- Image Machine ,
- Machine Learning Healthcare ,
- Blood Samples ,
- Computed Tomography ,
- Support Vector Machine ,
- Imaging Abnormalities ,
- Cause Of Lung Cancer ,
- Computed Tomography Scan Images ,
- Magnetic Resonance Imaging ,
- Learning Algorithms ,
- Denoising ,
- Linear Equation ,
- Cancer Stage ,
- Input Image ,
- Replica ,
- Support Vector Machine Classifier ,
- Image Processing Algorithms ,
- Median Filter ,
- Client-side ,
- Grayscale Images ,
- Hyperplane
- Author Keywords