Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units

Woo-Jeoung Nam, Seong-Whan Lee

As interpretability has been pointed out as the obstacle to the adoption of Deep Neural Networks (DNNs), there is an increasing interest in solving a transparency issue to guarante…