INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples

Linde S. Hesse, Ana I. L. Namburete

Convolutional neural networks (CNNs) have shown exceptional performance for a range of medical imaging tasks. However, conventional CNNs are not able to explain their reasoning pro…