Dimensionality Reduction for Improving Out-of-Distribution Detection in Medical Image Segmentation

McKell Woodland, Nihil Patel, Mais Al Taie +4

Clinically deployed segmentation models are known to fail on data outside of their training distribution. As these models perform well on most cases, it is imperative to detect out…