Fig. 1.

Machine learning can detect, segment, and quantify characteristics of anatomical structures and abnormalities associated with disease. Supervised machine learning learns from paired training examples such as imaging data and annotated tumors. Unsupervised machine learning identifies structures in a large set of observations, establishing normal variability or detecting groups of similar observations