Deep learning models have been widely used to assist doctors with clinical decision-making.

In recent years, concept-based approaches have emerged as some of the most promising explainability methods to help us interpret the decisions of Artificial Neural Networks (ANNs).

W e explore prediction as an alternative to learning.

W e explore prediction as an alternative to learning. A predictor answers a stream of classification queries instead of outputting a hypothesis.