Radiographic findings from x-rays, CT scans, and MRIs can also be used in models that are related to cancer severity and prognosis. Later in this section, we will look at a breast cancer study that trained a neural network on mammogram features, such as the presence and shape of breast tumor microcalcifications and surrounding skin characteristics (Ayer et al., 2010).