Detection of Lung Cancer from CT Images Using Image Processing

被引:1
作者
Sheeba, S. Lilly [1 ]
Judin, L. Gethsia [2 ]
机构
[1] SRM Inst Sci & Technol, Ramapuram Campus, Chennai, Tamil Nadu, India
[2] Anna Univ, Chennai, Tamil Nadu, India
来源
INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, ISDA 2021 | 2022年 / 418卷
关键词
Computed Tomography; Lung cancer; Image processing; Watershed segmentation; Feature extraction;
D O I
10.1007/978-3-030-96308-8_64
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cancer is a life-threatening disease which involves abnormal cell division and invasion of such cells to other parts of the body as well. Lung cancer is medically named as Lung Carcinoma. Lung cancer may be diagnosed using Chest Radiographs or Computed Tomography (CT) scans. In order to detect the tumor accurately and more precisely we go for CT scan, which has less noise when compared to Magnetic Resonance Imaging (MRI) images. To further improve the quality and accuracy of images, Median filter and Watershed segmentation is used. MATLAB is an Image Processing Tool used to exploit a comprehensive set of standard algorithms for image processing, analysis and visualization. Here image processing techniques like pre-processing, segmentation and feature extraction are utilized to identify the exact location of the tumor in the lung using CT images as the input. This enables lung cancer to be detected and diagnosed for adequate treatment and medications without considerable time delay.
引用
收藏
页码:686 / 695
页数:10
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