Improving Interpretability in Medical Imaging Diagnosis using Adversarial Training

Andrei Margeloiu, Nikola Simidjievski, Mateja Jamnik +1

We investigate the influence of adversarial training on the interpretability of convolutional neural networks (CNNs), specifically applied to diagnosing skin cancer. We show that g…