Confidence Calibration and Predictive Uncertainty Estimation for Deep Medical Image Segmentation

Alireza Mehrtash, William M. Wells, Clare M. Tempany +2

Fully convolutional neural networks (FCNs), and in particular U-Nets, have achieved state-of-the-art results in semantic segmentation for numerous medical imaging applications. Mor…