Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods

Ričards Marcinkevičs, Ece Ozkan, Julia E. Vogt

Deep neural networks for image-based screening and computer-aided diagnosis have achieved expert-level performance on various medical imaging modalities, including chest radiograph…