Shahriar Sultan Ramit

Deep Learning Approaches for Lung Cancer Classification: Assessing CNN Performance using Saliency Maps and Grad CAM on CT Imaging

Lung cancer remains among the leading causes of mortality in the world and CT imaging is one of the crucial instruments of early diagnosis. These scans however are time consuming and prone to error in case they are manually interpreted. We use a dataset of 364 lung CT images in this study, as they have been obtained in...