Deep learning-based CAD schemes for the detection and classification of lung nodules from CT images: A survey.
Journal:
Journal of X-ray science and technology
Published Date:
Jan 1, 2020
Abstract
BACKGROUND: Lung cancer is the most common cancer in the world. Computed tomography (CT) is the standard medical imaging modality for early lung nodule detection and diagnosis that improves patient's survival rate. Recently, deep learning algorithms, especially convolutional neural networks (CNNs), have become a preferred methodology for developing computer-aided detection and diagnosis (CAD) schemes of lung CT images.