Towards Generalizable Medical Image Segmentation with Pixel-wise Uncertainty Estimation

Shuai Wang, Zipei Yan, Daoan Zhang +4

Deep neural networks (DNNs) achieve promising performance in visual recognition under the independent and identically distributed (IID) hypothesis. In contrast, the IID hypothesis…