Reducing Textural Bias Improves Robustness of Deep Segmentation Models

Seoin Chai, Daniel Rueckert, Ahmed E. Fetit

Despite advances in deep learning, robustness under domain shift remains a major bottleneck in medical imaging settings. Findings on natural images suggest that deep neural models…