Ensemble Learning Framework with GLCM Texture Extraction for Early Detection of Lung Cancer on CT Images.

ABSTRACT: Lung cancer has emerged as a major cause of death among all demographics worldwide, largely caused by a proliferation of smoking habits. However, early detection and diagnosis of lung cancer through technological improvements can save the lives of millions of individuals affected globally. Computerized tomography (CT) scan imaging is a proven and popular technique in the medical field, but diagnosing cancer with only CT scans is a difficult task even for doctors and experts. This is why computer-assisted diagnosis has revolutionized disease diagnosis, especially cancer detection. This study looks at 20 CT scan images of lungs. In a preprocessing step, we chose the best filter to be applied to medical CT images between median, Gaussian, 2D convolution, and mean. From there, it was establish

SUBMITTER: Althubiti SA 

PROVIDER: S-EPMC9184160 | biostudies-literature | 2022

REPOSITORIES: biostudies-literature