Journal of X-ray science and technology
-
Deep learning has made spectacular achievements in analysing natural images, but it faces challenges for medical applications partly due to inadequate images. ⋯ Model modification, model integration, and transfer learning can play important roles to identify and generate optimal deep CNN models in classifying pulmonary nodules based on CT images efficiently. Transfer learning is preferred when applying deep learning to medical imaging applications.