growing. Although the principles of machine and deep learning are unfamiliar to the majority
of clinicians, the basics are not so complicated. One of the major issues is that commentaries
written by experts are difficult to understand, and are not primarily written for clinicians. The
purpose of this article was to describe the different concepts behind machine learning,
radiomics, and deep learning to make clinicians more familiar with these techniques.