Applying Convolutional Neural Networks to Neuroimaging Classification Tasks: A Practical Guide in Python.

ABSTRACT

In this chapter, we describe the process of obtaining medical imaging data and its storage protocol. The authors also explain in a step-by-step approach how to extract and prepare the medical imaging data for machine learning algorithms. And finally, the process of building and assessing a convolutional neural network for medical imaging data is illustrated.