3DCNN for Pulmonary Nodule Segmentation and Classification.

Lung cancer is the leading cause of cancer-related death. Early stage lung cancer detection using computed tomography (CT) could prevent patient death effectively. However, millions of CT scans will have to be analyzed thoroughly worldwide, which represents an enormous burden for radiologists. Therefore, there is significant interest in the development of computer algorithms to optimize this clinical process.