Performance Evaluation of Convolutional Neural Network for Lung Cancer Detection
Dhasny Lydia M, M. D. Antony Arul Prakash · 2022
Cancer is the dangerous diseases nowadays among humans. Particularly lung cancer is the very common one among men and woman. The statistics says, there is a malignancy in men out of 5 and 1 out of 9 in women. Even though it's dangerous, due to the advances in medical field, lung cancer can be treated if it's found at the earlier stage through tomography (CT) screening. However, radiologist felt difficult to detect the malignant lung nodule from CT Image which usually take more time. Thus, the Computer-aided diagnosis systems (CAD) developed to address this issue. But the accuracy and performance of CAD system is still need more improvement. Nowadays deep learning techniques has been use by the researchers to improve the performance lung cancer screening with CT images using CAD system. In this work we reviewed the recent deep learning architectures for lung cancer detection and present the wide-ranging study of standard methods and also the best model has been evaluated using LUNA16 dataset.