Table 1.

Definition of machine learning approach

Supervised learning:	Learns from labeled medical data with known outcomes (for instance Reisman et al. [7])
Unsupervised learning	Discovers patterns in unlabeled medical data without predefined targets. (for instance, Sylvester et al. [18])
Reinforcement learning	Learns to make sequential decisions by interacting with an environment and improving based on feedback