An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs

1 code implementation • 13 Jan 2020 • Joseph D. Janizek, Gabriel Erion, Alex J. DeGrave, Su-In Lee

In order for these models to be safely deployed, we would like to ensure that they do not use confounding variables to make their classification, and that they will work well even when tested on images from hospitals that were not included in the training data.

General Classification Robust classification