Evaluating Post-hoc Interpretability with Intrinsic Interpretability

José Pereira Amorim, Pedro Henriques Abreu, João Santos +1

Despite Convolutional Neural Networks having reached human-level performance in some medical tasks, their clinical use has been hindered by their lack of interpretability. Two majo…