In total, 1411 radiomic features were extracted using PyRadiomics and 256 features (deep features) were extracted using an intermediate layer of a convolutional neural network (CNN). 
PyRadiomics
In contrast, convolutional neural networks (CNNs) can learn and extract more complex representations which have been used for image classification to great success. 
CNNs